Merge pull request 'moar_ai_skillz' (#93) from moar_ai_skillz into main

Reviewed-on: #93

.agents/skills/piker-clearing-expert/SKILL.md

@@ -1,174 +0,0 @@
----
-name: piker-clearing-expert
-description: >
-  Piker clearing, EMS/order-control, accounting, position, and
-  trade-ledger expertise. Apply when changing or debugging Order,
-  Status, Brokerd* protocols, live or paper fills, dark orders,
-  order IDs, TransactionLedger persistence, Account/Position/PPU,
-  FQME/bs_mktid identity, SymbologyCache lookups, or broker trade
-  normalization.
-compatibility: >
-  Requires a piker checkout and familiarity with Python, trio,
-  tractor, msgspec Structs, and backend-specific trading APIs.
-metadata:
-  author: goodboy
-  version: "1.0"
----
-
-# Piker Clearing Expert
-
-Use this mental model before touching order control or accounting:
-
-```text
-OrderClient / UI
-  -> emsd routes intent and owns order-dialog state
-  -> live brokerd OR paperboi executes and reports events
-  -> executing backend owns fill-to-accounting integration
-  -> emsd translates and broadcasts broker events
-  -> UI consumes order state and position summaries
-```
-
-The EMS is not the trade ledger. It correlates IDs, runs dark
-predicates, and relays lifecycle events. Paper and accounting-aware
-live backends may normalize fills into transactions, update local
-ledger/account state, and emit `BrokerdPosition` summaries. Inspect
-each live backend; this integration is not uniform.
-
-## Runtime ownership
-
-- `OrderClient` owns client intent and local sent-order tracking.
-- `emsd` owns `Router`, `DarkBook`, active `Status` dialogs,
-  subscribers, and `oid <-> reqid` correlation.
-- `brokerd.<broker>` owns credentialed live order control.
-- `paperboi.<broker>` owns simulated execution and paper accounting.
-- `TransactionLedger` owns trade-record persistence, not order state.
-- `Account` owns positions keyed by backend-system market identity.
-- UI `Position.update_from_msg()` is a summary reset, not durable
-  transaction accounting.
-
-For daemon placement, context streams, cancellation, and actor-local
-state, also load `piker-conc-expert`.
-
-## Event lifecycle
-
-1. A client sends `Order` or `Cancel` through `OrderClient`.
-2. `process_client_order_cmds()` creates or updates EMS `Status`.
-3. EMS routes a `BrokerdOrder` or stores a dark trigger predicate.
-4. The executing backend acknowledges with `BrokerdOrderAck`.
-5. EMS records the current `oid <-> reqid` relation.
-6. Accepted, ack-correlated status/fill events become client updates.
-7. The backend integrates fills into accounting when supported.
-8. A resulting `BrokerdPosition` is relayed through EMS to clients.
-
-Cancellation may arrive before acknowledgement. Preserve
-`Status.cancel_called`; once the ack supplies `reqid`, EMS can issue
-the deferred `BrokerdCancel`.
-
-## Identifier namespaces
-
-Never substitute one namespace merely because two values happen to
-match in a backend:
-
-| ID | Owner and invariant |
-|---|---|
-| `oid` | Stable client/EMS order-dialog ID across submit, modify, cancel |
-| `reqid` | Backend order-control ID established by an ack; it may change |
-| venue order ID | Native API identity; may differ from both IDs above |
-| `tid` | Stable clear ID used to deduplicate position events and TOML keys |
-| `fqme` | Piker-normalized market address and symcache lookup key |
-| `bs_fqme` | FQME without its final broker suffix |
-| `bs_mktid` | Backend-system market key and `Account.pps` key |
-
-Normalize every durably persisted `tid` to a stable string. Although
-`Transaction.tid` permits integers, TOML mapping keys do not.
-
-Paper transactions commonly set `Transaction.bs_mktid` to the full
-FQME. The embedded `Position.mkt.bs_mktid` can still retain the
-provider-native market ID. Check the concrete object and table owner
-before asserting key equality.
-
-## Accounting invariants
-
-- `Transaction.size` is signed; preserve side semantics during
-  broker normalization.
-- `Transaction` is the normalized in-memory interchange. Live ledger
-  records may remain backend-native and normalize through
-  `mod.norm_trade()` when read.
-- `Position._events` is keyed by `tid`; `add_clear()` is the
-  idempotence boundary.
-- `Position.ppu` and `Position.cumsize` are derived from transaction
-  events, not independent mutable truth.
-- Normalized accounting transactions need a stable, non-null
-  `bs_mktid`; `Account.pps` uses it as the position key.
-- `Account.update_from_ledger()` resolves market metadata from
-  `SymbologyCache.mktmaps` or its explicit fallback table.
-- UI position messages are projections. Do not feed their synthetic
-  reset event back into durable broker accounting.
-
-## Persistence contracts
-
-Trade ledgers live under the accounting ledger directory as
-`trades_<broker>_<account>.toml`. Top-level keys are transaction IDs;
-record schemas are backend-specific unless the paper engine wrote a
-normalized transaction dictionary.
-
-`open_trade_ledger()` writes on context exit when its data comparison
-detects a change or `rewrite=True`. Its snapshot is shallow, so nested
-in-place record mutation can evade dirty detection. Explicit writes can
-also fail inside fill handlers. Treat all persistence points as part of
-the live execution path.
-
-Accounts persist active positions. `dump_active()` separates open and
-net-zero positions. Do not assume `minimized_clears()` safely preserves
-size/PPU: current sign-transition and longer net-zero slicing lacks
-round-trip coverage and can retain the wrong event subset.
-
-## Market identity and symcache
-
-`SymbologyCache` has three distinct key-addressed mappings:
-
-- `assets`: provider asset ID to `Asset`;
-- `pairs`: native `bs_mktid` to backend pair `Struct`;
-- `mktmaps`: searchable FQME or explicit alias to normalized
-  `MktPair`.
-
-Search mapping keys, then resolve values. RapidFuzz treats mapping
-values as choices; passing `mktmaps` directly makes it operate on
-`MktPair` objects. Preserve in-memory aliases because IB can store both
-native IDs and FQMEs for one `MktPair`. Do not persist such aliases
-without fixing reload: `from_dict()` currently requires every key to
-equal `mkt.fqme`.
-
-## Change workflow
-
-Before editing:
-
-1. Identify the owning layer: client, EMS, executor, accounting, or UI.
-2. Write down every ID/key transition across that boundary.
-3. Trace both normal and cancel-before-ack event ordering.
-4. Determine whether records are native, normalized, or summaries.
-5. Check actor-local caches and context-exit writes.
-6. Add a deterministic regression at the narrowest broken contract.
-7. Run live/backend tests only when their credentials and side effects
-   are explicitly authorized.
-
-Do not fix an accounting defect by adding state to EMS, or fix an EMS
-correlation defect by rewriting durable transaction history.
-
-## Canonical source map
-
-- `piker/clearing/_messages.py`: client and brokerd protocol types.
-- `piker/clearing/_client.py`: `OrderClient` and `open_ems()`.
-- `piker/clearing/_ems.py`: router, dark book, ID mapping, translation.
-- `piker/clearing/_paper_engine.py`: simulated execution/accounting.
-- `piker/accounting/_ledger.py`: transactions and ledger persistence.
-- `piker/accounting/_pos.py`: positions, accounts, PPU event state.
-- `piker/accounting/_mktinfo.py`: `Asset`, `MktPair`, FQME schema.
-- `piker/data/_symcache.py`: provider symbology mappings and search.
-- `piker/accounting/calc.py`: transaction ordering and PPU/PnL math.
-- `piker/brokers/*/broker.py`: backend order-control integration.
-- `piker/brokers/*/ledger.py`: backend trade normalization.
-
-See [architecture.md](architecture.md) for complete flows,
-[gotchas.md](gotchas.md) for symptom-driven diagnosis, and
-[test-map.md](test-map.md) for verification choices.

.agents/skills/piker-clearing-expert/architecture.md

@@ -1,210 +0,0 @@
-# Clearing And Accounting Architecture
-
-## Protocol direction
-
-Client-facing messages and broker-facing messages intentionally differ.
-
-```text
-client -> EMS
-  Order, Cancel
-
-EMS -> executor
-  BrokerdOrder, BrokerdCancel
-
-executor -> EMS
-  BrokerdOrderAck, BrokerdStatus, BrokerdFill,
-  BrokerdError, BrokerdPosition
-
-EMS -> subscribed clients
-  Status, BrokerdPosition
-```
-
-`Order` carries the client `oid`, account, market, price, size, action,
-and execution mode. `BrokerdOrderAck` establishes the executor's
-`reqid`; subsequent broker messages should carry that ID so EMS can
-resolve the client dialog.
-
-`Status` is mutable current dialog state, not a history envelope. Exact
-client states include `pending`, `open`, `dark_open`, `triggered`,
-`fill`, `closed`, `canceled`, and `error`. Audit existing translation
-before adding a state; backend `BrokerdStatus` vocabulary is narrower
-and current producers are not fully conformant.
-
-## EMS routing
-
-`_emsd_main()` serves each client/market context. The actor-local
-`Router` owns books, subscribers, order dialogs, and cached live trades
-relays. Paper mode opens per-symbol relay contexts under the same broker
-key, a current overwrite/pop hazard for concurrent paper symbols.
-
-`open_brokerd_dialog()` is the session live-versus-paper selection
-point:
-
-- live execution talks to `brokerd.<broker>`;
-- paper execution talks to `paperboi.<broker>`;
-- chart-only and paper sessions should not boot credentialed brokerd.
-
-Do not infer paper execution from each order's `exec_mode`. Session
-mode selects the executor; per-order mode primarily distinguishes dark
-from immediately routed orders, despite incomplete literal annotations.
-
-`process_client_order_cmds()` handles submit, modify, cancel, dark,
-and alert intent. It updates EMS dialog state before routing broker
-commands. `translate_and_relay_brokerd_events()` applies acks, statuses,
-fills, errors, and positions to dialogs and subscribers.
-
-The `DarkBook` stores local predicates and watches quote ticks. When a
-predicate triggers, `clear_dark_triggers()` emits the live broker order
-and updates the existing client dialog rather than inventing a second
-order identity.
-
-## Ack and cancel ordering
-
-Required actionable ordering is submit, ack, open, zero or more fills,
-then terminal status. EMS handles cancel-before-ack, but it does not
-buffer arbitrary status-before-ack events; those currently fall through
-as unhandled. Backends must ack before actionable statuses.
-
-The important race is:
-
-```text
-client Cancel(oid)
-  -> EMS has no reqid yet
-  -> mark Status.cancel_called
-BrokerdOrderAck(oid, reqid)
-  -> install mapping
-  -> send deferred BrokerdCancel(reqid)
-```
-
-Do not drop a pre-ack cancel and do not send a broker cancel with an
-`oid` unless the backend explicitly uses that value as its `reqid`.
-
-## Paper execution
-
-`PaperBoi` maintains simulated orders, opens the market feed, and fills
-orders when L1 ask/bid quotes cross their prices. `trade`/`last` ticks
-zip buy and sell iterators, so a lone resting side currently may not
-fill from those tick types. `fake_fill()` is the core fill-to-account
-path:
-
-1. emit `BrokerdFill`;
-2. emit terminal `BrokerdStatus` for the simulated order;
-3. construct a signed normalized `Transaction`;
-4. `TransactionLedger.update_from_t()`;
-5. `Account.update_from_ledger()`;
-6. persist the ledger and account;
-7. emit `BrokerdPosition` with current size and PPU.
-
-The protocol notifications and persistence occur in one task but are
-not a database transaction. If persistence fails after fill/status
-publication, restart/reconciliation behavior matters. Do not reorder
-the sequence casually.
-
-Partial fills currently reuse `oid` as `tid`. A later partial therefore
-overwrites the paper ledger record and is rejected by position-event
-dedupe. Fix unique fill IDs before relying on paper partial-fill math.
-
-`open_trade_dialog()` opens symcache, paper ledger, account, and feed
-resources under structured concurrency. An exception from any nested
-resource, including ledger context exit, cancels the dialog and its feed
-stream.
-
-## Live backend variation
-
-There is no universal live-broker accounting implementation:
-
-- IB normalizes execution/commission events, updates ledger/account
-  state, and emits position updates.
-- Kraken has backend trade normalization and position reconstruction,
-  but its live path writes account state without inserting every new
-  trade into `TransactionLedger`.
-- Binance currently relays venue order/position events and does not
-  share every local `TransactionLedger`/`Account` path.
-
-Inspect the backend's `broker.py`, `ledger.py`, and `norm_trade()` before
-moving generic logic. A paper behavior is not automatically a live
-backend contract.
-
-## Ledger normalization
-
-`TransactionLedger.data` is the durable record mapping. For paper it
-contains transaction-like dictionaries. For live brokers it can contain
-raw provider records.
-
-`iter_txns()` sorts records and chooses normalization:
-
-- paper uses `_paper_engine.norm_trade()`;
-- live accounts use `brokermod.norm_trade()`.
-
-Normalizer output should carry datetime, signed size, price, cost,
-FQME, backend market ID, and transaction ID. Some normalizers return
-`None` for unusable records; `iter_txns()` does not filter it, while
-`to_txns()` does. Audit direct iterator consumers.
-
-`write_config()` sorts records for stable persistence. Paper rewrite
-logic migrates old symbol fields and qualifies legacy FQMEs through the
-symcache. Search can return no matches; callers which select the first
-result need an explicit fallback or a descriptive failure policy.
-
-## Position event model
-
-`Position` holds a market and a transaction-event mapping. New clears
-are deduplicated by `tid`. Current size and PPU are recomputed from the
-event sequence.
-
-`Account.update_from_ledger()`:
-
-1. receives normalized transactions;
-2. resolves each market through `mktmaps` or a fallback table;
-3. looks up or creates the position by `Transaction.bs_mktid`;
-4. adds unseen clears;
-5. returns visited positions, including duplicates whose clear was
-   rejected by `add_clear()`.
-
-`minimized_clears()` intends to discard irrelevant history after
-net-zero or sign transitions, but current slicing is not proven safe
-and can reconstruct the wrong active size/PPU. Treat it as a known bug
-surface until sign-transition round trips are covered.
-
-`Position.update_from_msg()` serves UI summaries by replacing local
-event state with a synthetic clear representing reported size and PPU.
-That projection is intentionally lossy.
-
-## Symbology contracts
-
-`MktPair.fqme` is a normalized endpoint address assembled from pair,
-venue, expiry/contract information, and broker. `MktPair.bs_fqme`
-drops the broker suffix. `MktPair.bs_mktid` is the provider-native
-market identity.
-
-`SymbologyCache.load()` attempts to obtain provider assets and pair
-structs, calls `get_mkt_info()`, and populates conventional mappings.
-Assets are optional; missing/empty pair support returns early.
-
-```text
-assets[provider_asset_id] -> Asset
-pairs[pair.bs_mktid]      -> backend Pair Struct
-mktmaps[mkt.fqme]         -> MktPair
-```
-
-Some backends add aliases such as `mktmaps[bs_mktid]`. Search must
-return the matched mapping key rather than rebuilding a key from the
-value, otherwise aliases silently collapse. Current serialization then
-writes aliases which reload rejects because `from_dict()` asserts each
-key equals `mkt.fqme`.
-
-## Persistence boundaries
-
-`open_trade_ledger()` loads account TOML and compares a shallow snapshot
-in `finally`. Top-level additions/replacements trigger writes; nested
-in-place mutation may not. `open_account()` similarly mediates account
-state. These contexts run inside actor tasks, so serialization errors
-are runtime failures, not merely offline maintenance failures.
-
-When changing schemas:
-
-- preserve backend-native records unless migration is explicit;
-- keep old paper field migration deterministic;
-- avoid fuzzy qualification when an exact `bs_mktid`/FQME exists;
-- test context exit, not only in-memory updates;
-- inspect emitted positions after disk round trips.

.agents/skills/piker-clearing-expert/gotchas.md

@@ -1,146 +0,0 @@
-# Clearing And Ledger Gotchas
-
-## Trade dialog dies immediately after a fill
-
-Likely cause: an explicit ledger/account write in the fill handler, or
-a later context-exit write, raised after event publication.
-
-Inspect, in order:
-
-1. the first non-cancellation exception in the actor traceback;
-2. `PaperBoi.fake_fill()` or the live backend fill handler;
-3. explicit and context-exit `write_config()` calls;
-4. FQME/`bs_mktid` qualification and TOML-compatible values;
-5. the persisted ledger/account files for a partial update.
-
-Tractor cancellation logs are often the consequence. Root-cause the
-inner serialization, lookup, or normalization exception first.
-
-## `MktPair` has no `len()` in RapidFuzz
-
-Cause: a mapping of string keys to `MktPair` values was passed directly
-to `rapidfuzz.process.extract()`. Mapping values become fuzzy choices.
-
-Fix: search a list/view of string keys and resolve matched keys back
-through the original mapping. Do not add sequence methods to `MktPair`
-and do not use `processor=str` when aliases must be preserved.
-
-## Fuzzy qualification raises `IndexError`
-
-Cause: the caller selected the first match from an empty result after
-the score cutoff rejected every key.
-
-Decide explicitly whether to retain the input identity, reject the
-record with a descriptive exception, or obtain missing market metadata.
-Do not lower the cutoff blindly; the wrong market corrupts accounting.
-
-## Cancel is ignored or sent with the wrong ID
-
-Cause: confusion between client `oid` and backend `reqid`, commonly
-during cancel-before-ack ordering.
-
-Verify the ack installed both mapping directions and that
-`Status.cancel_called` survives until `reqid` exists. Log both IDs and
-the actor/backend account at every transition.
-
-## Fills appear but positions do not move
-
-Check these boundaries:
-
-- the backend emitted `BrokerdFill` but never normalized a transaction;
-- transaction size lost its buy/sell sign;
-- `tid` collided with an existing position event;
-- `Transaction.bs_mktid` selected a different `Account.pps` key;
-- `mktmaps` lacked the exact transaction identity;
-- position publication happened before accounting update;
-- the backend intentionally reports venue positions instead of local
-  ledger-derived positions.
-
-## Duplicate or inflated position size
-
-Do not deduplicate by price/time alone. Confirm stable transaction IDs,
-chronological sorting, and `Position.add_clear()` idempotence. Broker
-execution IDs and order IDs are not interchangeable.
-
-For partial fills, several `tid`s may correctly share one order
-`reqid`. Collapsing them loses clears; replaying one `tid` twice
-inflates nothing only if the dedupe boundary is preserved.
-
-Current paper fills use `tid=oid`, so later partials overwrite the
-ledger record and are deduplicated out of the position. Treat paper
-partial fills as broken until each clear receives a stable unique ID.
-
-## Paper and live state disagree
-
-Paper uses normalized local transactions and can use the full FQME as
-its account position key. A live backend may use native IDs, raw ledger
-records, or venue-reported positions.
-
-Compare normalized `Transaction`s and emitted `BrokerdPosition`s, not
-raw TOML dictionaries across backends.
-
-## Account appears under the wrong name
-
-Separate UI/EMS account aliases from backend account IDs and ledger file
-names. Backends may prefix account names for routing while persistence
-uses an unprefixed native account key.
-
-Trace account identity through `open_ems()`, broker dialog startup,
-ledger opening, and `BrokerdPosition.account` before changing naming.
-
-## A module-global cache is unexpectedly empty
-
-Symcache, clients, contracts, and order tables are actor-local. Data
-loaded in `datad` is not automatically available in `brokerd` or
-`paperboi`. Also, `_symcache._caches` is currently read but never
-populated, so do not assume repeated `open_symcache()` calls hit it.
-
-Load `piker-conc-expert` and audit actor-local globals, async caches,
-and dialog startup warming. Never rely on an import side effect from a
-sibling actor.
-
-## Teardown emits a cancellation storm
-
-Find the first application exception. Structured cancellation then
-closes feed streams, broker streams, and nested contexts. Avoid masking
-the originating exception with broad cancellation handling.
-
-For stream ownership and context cancellation semantics, use
-`piker-conc-expert`.
-
-## Broker status is logged as unhandled
-
-EMS currently accepts only ack-correlated `open`, `closed`, and
-`canceled` broker statuses. Declared `pending` and backend-produced
-`fill`/`filled` variants fall through, as do statuses arriving before
-ack. Verify producer vocabulary and ack ordering before adding another
-consumer branch.
-
-## Another client sees order or position events
-
-Current translation broadcasts order updates by FQME and positions to
-all attached clients; `Router.dialogs` is not used as an event privacy
-filter. Treat subscriber isolation as incomplete, not guaranteed.
-
-## Debug breadcrumb
-
-Capture one row per event with:
-
-```text
-actor, backend, account, fqme, bs_mktid,
-oid, reqid, venue_order_id, tid,
-message_type, status, action, signed_size, price, timestamp
-```
-
-Then compare:
-
-1. client command order;
-2. EMS status history;
-3. broker event order;
-4. normalized transactions;
-5. position event IDs and computed size/PPU;
-6. ledger/account disk state;
-7. emitted position summaries.
-
-This separates protocol loss, identity skew, accounting math, and
-persistence failure without guessing from UI state.

.agents/skills/piker-clearing-expert/test-map.md

@@ -1,84 +0,0 @@
-# Clearing And Accounting Test Map
-
-## Deterministic first-pass tests
-
-Use the narrowest test that owns the broken contract:
-
-| Area | First target |
-|---|---|
-| Ledger/account persistence | targeted node in `tests/test_accounting.py` |
-| EMS bad-backend handling | `tests/test_ems.py::test_ems_err_on_bad_broker` |
-| IB request/response routing | `tests/test_ib_method_proxy.py` |
-| IB history normalization | `tests/test_ib_history.py` |
-| Service/actor startup | targeted node in `tests/test_services.py` |
-
-Known missing high-value regressions include paper partial-fill IDs,
-status-before-ack handling, `minimized_clears()` sign-transition round
-trips, nested ledger dirty detection, and symcache alias reload.
-
-For `SymbologyCache.search()` and paper ledger qualification, cover:
-
-- real `Asset` and `MktPair` values;
-- a native-ID alias and canonical FQME key;
-- the actual `TransactionLedger.write_config()` path;
-- persisted TOML fields after the round trip;
-- no use of live APIs or user configuration.
-
-## Side-effectful tests
-
-Do not run these without explicit authorization and the repository test
-harness guidance:
-
-- paper EMS tests which open live market/symbology feeds;
-- live Binance/Kraken feed suites;
-- IB account tests using configured accounts;
-- tests which write tracked ledger/account fixtures;
-- broker dialogs requiring credentials or venue connectivity.
-
-After any accounting test using `tests/_inputs`, inspect its diff. Some
-context managers can rewrite fixture ledgers on exit.
-
-## Regression design
-
-Prefer a direct contract regression over a full actor test when the
-failure is synchronous and deterministic. Use an actor-level test when
-the bug depends on:
-
-- ack/cancel or fill/status interleaving;
-- context cancellation or stream ownership;
-- actor-local state/cache separation;
-- daemon selection or startup;
-- publication ordering across EMS and broker streams.
-
-Every regression should document the original failure, triggering
-state, violated invariant, arrangement, and proof of the fix.
-
-## Verification layers
-
-1. `git diff --cached --check` for the exact staged boundary.
-2. Ruff with the repository's intended rule profile.
-3. A deterministic unit/filesystem regression.
-4. Adjacent accounting or EMS tests which do not require live state.
-5. Explicitly authorized backend/actor integration tests.
-
-Do not interpret a passing ellipsis-body or hard-skipped test as
-behavioral coverage. Read the selected node before using it as a gate.
-
-## Manual reconciliation check
-
-For production-only failures, compare one fill end to end:
-
-```text
-BrokerdFill
-  -> normalized Transaction
-  -> ledger record
-  -> Position._events[tid]
-  -> Position.cumsize / ppu
-  -> account TOML
-  -> BrokerdPosition
-  -> UI summary
-```
-
-All identities, sign, price, and account values should remain explainable
-at each arrow. A mismatch identifies the owning boundary for the next
-focused test.

.agents/skills/piker-fsp-expert/SKILL.md

@@ -1,78 +0,0 @@
----
-name: piker-fsp-expert
-description: Piker financial signal processing expertise. Apply when changing or debugging FSP definitions, Cascade execution, derived shared-memory arrays, history/realtime handoff, backfill synchronization, FSP graph composition, online financial algorithms, or FSP chart lifecycle and scaling.
----
-
-# Piker FSP Expertise
-
-Treat financial signal processing as causal, revision-aware processing of
-event-time market data, not as generic batch array manipulation.
-
-## Start Here
-
-1. Identify the source `Flume`, timeframe, event clock, and writer actor.
-2. State whether the operation is historical bootstrap, backfill revision,
-   current-sample mutation, or sample-step append.
-3. Record source and destination absolute SHM bounds before reasoning from
-   lengths or `ShmArray.index`.
-4. Separate compute, SHM publication, IPC wakeup, and graphics costs before
-   optimizing.
-5. Preserve causality, warm-up behavior, missing-data semantics, and output
-   schema in every implementation and test.
-
-Read [architecture.md](architecture.md) before modifying runtime code. Read
-[signal-processing.md](signal-processing.md) before adding an algorithm. Use
-[roadmap-and-research.md](roadmap-and-research.md) for design and dependency
-work, and [test-map.md](test-map.md) for verification.
-
-## Core Contracts
-
-- `piker.data` owns provider ingestion, source `Flume`s, history publication,
-  quote fan-out, OHLC mutation, and `samplerd` step events.
-- `piker.fsp` owns operator declarations, historical computation, realtime
-  state updates, and destination SHM publication.
-- `piker.ui._fsp.FspAdmin` currently owns FSP worker selection, destination
-  allocation, cascade lifetime, and chart attachment.
-- One logical writer owns each destination FSP array.
-- Output event time and absolute indices derive from the source series, not
-  task scheduling or quote arrival order.
-- A source prepend changes historical provenance even when the current sample
-  index is unchanged. Recompute or patch the affected destination range.
-- One-step destination lag is normal between source sampling and destination
-  append. A destination lead or unexplained bound shift is not.
-- Backfill notifications are source and timeframe specific even though the
-  current sampler transport broadcasts them globally.
-- Only graphics backed by a rebuilt destination should refresh. Never use an
-  FSP update as an unconditional whole-chart redraw request.
-
-## Editing Workflow
-
-1. Trace the operator from `@fsp` declaration through `cascade()`,
-   `connect_streams()`, destination SHM, `FspAdmin`, and every consuming
-   `Viz`.
-2. Write an event-order table covering source writes, bound publication,
-   notifications, cancellation, recomputation, and destination publication.
-3. Add deterministic tests for history and realtime phases independently.
-4. Add a controlled interleaving test for every race fix.
-5. Profile representative visible ranges and feed rates before adding a
-   dependency or native boundary.
-
-## Companion Skills
-
-- Use `piker-conc-expert` for Tractor contexts, actor topology, cancellation,
-  service ownership, and cross-actor state.
-- Use `timeseries-optimization` for NumPy/Polars lookup and vectorization.
-- Use `piker-profiling` for distributed performance measurements.
-- Use `pyqtgraph-optimization` for renderer and graphics batching work.
-- Use `piker-clearing-expert` when a derived signal reaches EMS or accounting.
-
-## Do Not
-
-- Do not hide a historical mismatch merely to stop a resync log.
-- Do not infer a complete synchronization state from array length alone.
-- Do not run Python loops over historical numeric arrays without evidence.
-- Do not apply regular-grid DSP blindly to irregular tick arrival times.
-- Do not introduce an external stream runtime that duplicates Tractor before
-  measuring an isolated protocol or kernel prototype.
-- Do not route strategy signals directly around EMS order-state, risk, or
-  accounting contracts.

.agents/skills/piker-fsp-expert/architecture.md

@@ -1,117 +0,0 @@
-# FSP Runtime Architecture
-
-## Current Topology
-
-```text
-provider backend
-  -> datad feed bus
-  -> source Flume
-     -> rt ShmArray (typically 1 second)
-     -> hist ShmArray (typically 60 seconds)
-  -> samplerd sample and backfill events
-
-chart actor
-  -> FspAdmin
-  -> chart.fsp_N worker actor
-     -> cascade()
-     -> connect_streams()
-     -> destination Flume / ShmArray
-  -> targeted Viz updates
-```
-
-The source path is implemented mainly by `piker.data.feed`,
-`piker.data.flows`, `piker.data._sampling`, and `piker.tsp._history`. The FSP
-path is implemented by `piker.fsp._api`, `piker.fsp._engine`, and operator
-modules such as `_volume` and `_momo`. Worker and graphics lifecycle currently
-live in `piker.ui._fsp` and `piker.ui._display`.
-
-## Operator Contract
-
-`@fsp` wraps an async generator. Its first yield is historical output computed
-from the source array. Later yields are `(field, value)` realtime mutations.
-`connect_streams()` converts the first yield into the destination structured
-array, aligns time and absolute bounds, then updates the current destination
-row from realtime quote events.
-
-`samplerd` owns row advancement. At a new source sample, the cascade copies or
-zeros the previous destination row and aligns destination timestamps to the
-source. Quote-time mutations and sample-time appends are distinct operations.
-
-## SHM Synchronization
-
-Treat each array as an absolute half-open range:
-
-```text
-[first, last)
-```
-
-For a normal source history prepend:
-
-```text
-before: src=[10000, 12000) dst=[10000, 12000)
-after:  src=[ 8000, 12000) dst=[10000, 12000)
-```
-
-The current step is unchanged, but destination history is missing 2,000 rows.
-The destination must be recomputed or incrementally repaired.
-
-For a normal one-step source lead:
-
-```text
-src=[8000, 12001) dst=[8000, 12000)
-```
-
-The cascade should append exactly one destination row, not recompute history.
-
-Use `_first.value` and `_last.value` for synchronization. `ShmArray.index` is
-the last bound modulo capacity and is not a complete absolute position.
-Snapshot bounds once per check; shared first and last counters do not form a
-transactional pair.
-
-## Backfill Event Ordering
-
-1. `start_backfill()` receives an older provider frame.
-2. `shm_push_in_between()` writes the frame and publishes the earlier first
-   bound.
-3. `notify_backfill()` asks `samplerd` to broadcast the market and timeframe.
-4. Relevant cascades treat the event as a history revision. A prepend changes
-   bounds; an in-place gap repair may not.
-5. Each cascade cancels its current compute task and waits for completion.
-6. The historical phase recomputes against the newest readable source range.
-7. Destination bounds are published and the UI receives an `fsp_update`.
-8. Only `Viz` objects backed by that destination token redraw.
-
-Multiple provider frames may arrive while a recomputation runs. The cascade
-must reject mixed-bound bootstrap results, replay in-place revisions, recheck
-bounds after restart, and converge on the newest source range.
-
-## Actor-Local State
-
-`Fsp._flow_registry`, attached SHM handles, caches, and nurseries are local to
-each actor. Never assume worker siblings share warmed registries or Python
-objects. Graph dependencies currently rely on startup order, as demonstrated
-by `flow_rates` starting only after `dolla_vlm`.
-
-## Cross-Subsystem Boundaries
-
-- Data ingest should normalize identity and event-time semantics before an FSP
-  consumes a stream.
-- UI renderers should consume revision/range information without controlling
-  computation correctness.
-- Clearing may consume a derived signal, but EMS remains responsible for order
-  intent, status, routing, fills, positions, and accounting.
-- FSP output exposed as a feed needs the same fan-out, identity, lifecycle,
-  and backpressure contracts as provider feeds.
-
-## Architectural Gaps
-
-The current protocol infers history revisions from shared bounds. A future
-revision message should carry at least:
-
-```text
-(fqme, timeframe, revision, first, last, start_ts, end_ts)
-```
-
-Destination publication should identify the source revision used. This allows
-coalescing, range repair, stale-result rejection, and deterministic graph
-dependency startup without turning every prepend into a global wakeup.

.agents/skills/piker-fsp-expert/roadmap-and-research.md

@@ -1,104 +0,0 @@
-# Roadmap and Research
-
-Issue states change. Re-read each tracker before planning work and preserve
-human ownership of issue and checklist state.
-
-## Guiding Roadmap
-
-- [piker #270](https://github.com/pikers/piker/issues/270): typed,
-  stream-composable FSP graph and DSL direction.
-- [piker #107](https://github.com/pikers/piker/issues/107): cross-actor shared
-  memory tick/ring-buffer direction.
-- [piker #216](https://github.com/pikers/piker/issues/216): exposing FSP output
-  through feed-like interfaces.
-- [piker #325](https://github.com/pikers/piker/issues/325): faster streaming
-  y-range computation and overlap with FSP reductions.
-- [piker #536](https://github.com/pikers/piker/issues/536): Arrow/Parquet data
-  ingest and columnar boundaries.
-- [piker #98](https://github.com/pikers/piker/issues/98): older realtime feed
-  architecture discussion. Treat it as likely superseded; compare every idea
-  against current `Flume`, feed-bus, history, and sampler code.
-- [Tractor #339](https://github.com/goodboy/tractor/issues/339): shared-memory
-  array and localhost IPC evolution.
-- [hotbaud issues](https://github.com/guilledk/hotbaud/issues): experimental
-  high-throughput local transport and ring-buffer work.
-
-## Near-Term Protocol Research
-
-Prototype an explicit source revision envelope and measure it with two FSPs
-and two overlaid feeds. The prototype should prove source-specific wakeups,
-coalescing of consecutive prepends, stale-result rejection, and targeted UI
-range updates. Keep the protocol independent of the final IPC transport.
-
-Characterize historical repair strategies:
-
-1. Full replay from the new first bound.
-2. Prefix-only calculation for pointwise operators.
-3. Replay from an operator checkpoint for stateful recurrences.
-4. Bounded overlap repair for finite-window operators.
-
-An FSP declaration eventually needs repair metadata describing locality,
-state checkpointability, warm-up/overlap, and whether old inputs can alter all
-later outputs.
-
-## Candidate Libraries
-
-Candidates are experiments, not dependency recommendations.
-
-### Bounded Near-Term Prototypes
-
-- [Bottleneck](https://github.com/pydata/bottleneck): compare rolling min/max,
-  rank, and moving-window kernels against NumPy/Numba for chart y-ranges and
-  finite-window FSPs.
-- [River](https://github.com/online-ml/river): study stateful online estimator
-  APIs, drift detectors, and reference semantics. Do not assume its object
-  model belongs in the hottest tick path.
-- [nanoarrow](https://github.com/apache/arrow-nanoarrow): evaluate lightweight
-  Arrow C data interfaces at native/process boundaries already motivated by
-  `pyarrow` and piker #536.
-- [DuckDB](https://github.com/duckdb/duckdb): use for historical Parquet query,
-  replay slicing, and validation, outside realtime tick execution.
-
-### Watchlist
-
-- [hotbaud](https://github.com/guilledk/hotbaud): track API and correctness
-  maturity for localhost SHM/ring transport.
-- [iceoryx2](https://github.com/eclipse-iceoryx/iceoryx2): study zero-copy
-  pub/sub ownership and lifecycle, but avoid competing with Tractor without a
-  narrow adapter benchmark.
-- [DataFusion Python](https://github.com/apache/datafusion-python): Arrow-native
-  historical query and expression execution if existing Polars paths cannot
-  meet a demonstrated need.
-- [Feldera](https://github.com/feldera/feldera): study DBSP/incremental-view
-  semantics for revision-aware graphs; its service/SQL runtime is not a direct
-  piker integration target.
-- [Bytewax](https://github.com/bytewax/bytewax) and
-  [Arroyo](https://github.com/ArroyoSystems/arroyo): study dataflow semantics,
-  watermarking, and recovery, not as replacements for the actor tree.
-
-GPU stacks such as JAX and CuPy are poor defaults for low-batch per-tick work
-because transfer, compilation, and scheduling can dominate. Reconsider only
-for measured large-batch research or many-market matrix workloads.
-
-## Benchmark Design
-
-Report separate distributions for:
-
-- provider decode and normalization;
-- source SHM write and bound publication;
-- historical kernel and realtime recurrence;
-- actor notification and stream fan-out;
-- destination publication;
-- visible-range formatting and Qt paint.
-
-Use p50, p95, p99, maximum, allocation rate, and resident-memory growth. Test
-steady state, burst load, backfill overlap, cancellation, and slow consumers.
-Throughput without event-time correctness and bounded teardown is not a win.
-
-## Medium-Term Sequence
-
-First establish revisioned range messages and operator repair semantics. Then
-decouple FSP orchestration from chart ownership and expose destination flows
-through feed-like subscriptions. Next benchmark localhost transport adapters
-behind the same protocol. Only after those contracts stabilize should graph
-placement, fusion, worker scaling, and remote partitioning be automated.

.agents/skills/piker-fsp-expert/signal-processing.md

@@ -1,103 +0,0 @@
-# Financial Signal Processing
-
-## Model the Clock First
-
-Market inputs can be quote events, trades, book changes, fixed-time bars, or
-revised historical bars. Name both event time and processing time. For
-irregular events, either use time-aware recurrences or define the resampling
-and interpolation policy explicitly.
-
-Never let backfilled information leak into a value presented as historically
-tradable. Distinguish corrected analysis history from the signal values that a
-live strategy could have observed.
-
-## Useful Technique Families
-
-### Online Moments and Robust Statistics
-
-Use Welford/Chan recurrences for stable online moments, compensated summation
-for long accumulations, and mergeable summaries when partitioning actors.
-Rolling median, quantiles, MAD, and winsorized measures are useful under heavy
-tails, but exact rolling order statistics need more state than moments.
-
-### Time-Aware Exponential Filters
-
-For irregular event intervals, derive decay from elapsed time:
-
-```text
-alpha(dt) = 1 - exp(-dt / tau)
-y_t = y_prev + alpha(dt) * (x_t - y_prev)
-```
-
-Record initialization, session reset, gap, and backfill behavior. A fixed
-sample alpha is valid only after an explicit regularization policy.
-
-### State-Space Models
-
-Kalman and robust state-space filters fit latent price, spread, volatility,
-and lead/lag estimates. Prefer square-root or Joseph-form covariance updates
-when conditioning is poor. State revisions after backfill require replay from
-a checkpoint or a bounded smoother; silently prepending observations without
-replaying state is incorrect.
-
-### Point Processes and Microstructure
-
-Trade and quote arrivals are events, not merely sampled amplitudes. Consider
-intensity, duration, signed order flow, imbalance, spread, queue change, and
-self-excitation models. Validate against provider-specific aggregation and
-duplicate/out-of-order behavior before interpreting a statistic.
-
-### Volatility and Covariance
-
-Realized variance, bipower variation, EW covariance, and range estimators can
-be updated online. Asynchronous cross-market covariance needs synchronization
-or estimators designed for non-synchronous observations; naive row alignment
-creates lead/lag and Epps-effect artifacts.
-
-### Spectral and Multiscale Methods
-
-FFT methods assume a regular grid and a window. Declare detrending, tapering,
-overlap, normalization, and latency. For tick data, resample deliberately or
-use irregular-time methods. Wavelets and multiresolution filters can separate
-horizons, but boundary handling and causal delay must be visible to strategy
-code.
-
-### Change and Anomaly Detection
-
-CUSUM, Page-Hinkley, sequential likelihood ratios, and robust z-scores are
-cheap online tools. Calibrate false alarms under dependence and regime shifts;
-do not treat IID thresholds as market guarantees.
-
-## Numerical Implementation Order
-
-1. Establish a scalar reference with explicit state and semantics.
-2. Vectorize historical bootstrap with NumPy.
-3. Keep realtime updates as O(1) recurrences where possible.
-4. Use Numba for measured numeric kernels with stable dtypes and no Python
-   object traffic.
-5. Use Polars or Arrow for columnar historical transforms and interchange,
-   not automatically for each tick.
-6. Partition by independent market/operator state before adding threads or a
-   new distributed runtime.
-
-## Existing Stack
-
-- NumPy 2.x: canonical dense and structured-array kernels.
-- Numba: compiled CPU loops and recurrences that do not vectorize cleanly.
-- Polars: parallel/lazy columnar history preparation and validation.
-- PyArrow: columnar interchange, storage, and ingest boundaries.
-- Tractor/Trio: structured distributed execution and lifecycle.
-- PyQtGraph: visible-range rendering, not a compute scheduler.
-
-## Algorithm Acceptance Criteria
-
-Every new FSP should define:
-
-- input fields, clock, ordering, duplicate, gap, and revision policy;
-- output dtype, units, identity, and parameterization;
-- warm-up length and initialization bias;
-- causal latency and strategy-visible publication point;
-- historical/realtime equivalence tolerance;
-- reset and session-boundary behavior;
-- complexity, state size, and representative throughput;
-- replay behavior when historical source data changes.

.agents/skills/piker-fsp-expert/test-map.md

@@ -1,52 +0,0 @@
-# FSP Test Map
-
-## Operator Tests
-
-- Historical output schema, dtype, units, and source timestamp alignment.
-- Realtime update equivalence with the final row of a batch recomputation.
-- Warm-up, NaN, zero, gap, duplicate, and out-of-order behavior.
-- Session reset and elapsed-time behavior.
-- Parameter and source identity isolation.
-
-## Engine Tests
-
-- Equal absolute source/destination bounds.
-- Normal one-step destination lag.
-- Destination lead and lag greater than one step.
-- Source prepend by one, two, and a full provider frame.
-- In-place gap repair with unchanged source bounds.
-- Equal lengths with shifted absolute bounds.
-- Source change during historical recomputation and convergence afterward.
-- Cancellation while the quote stream, sample stream, or compute generator is
-  blocked.
-- Foreign FQME and timeframe backfill broadcasts.
-
-## Graph and Actor Tests
-
-- Dependency startup before downstream operator lookup.
-- Actor-local flow registry isolation.
-- One destination writer and multiple readers.
-- Consumer cancellation without orphaned cascade or worker tasks.
-- Worker failure propagation and SHM cleanup.
-- Feed-like fan-out with a slow or disconnected consumer.
-
-## UI Tests
-
-- An `fsp_update` redraws every field visualization sharing its destination
-  token and no unrelated market, OHLC, or FSP visualization.
-- A prepend outside the visible range does not move or re-range the live view.
-- A revised value inside the visible range invalidates only required formatter
-  and graphics caches.
-- Hidden charts defer rendering without stopping compute correctness.
-
-## Performance Tests
-
-- Historical bootstrap across realistic SHM capacities.
-- O(1) realtime recurrence cost under bursty quotes.
-- Consecutive provider-frame prepends with two or more cascades.
-- Multi-market sampler broadcasts and targeted wakeups.
-- Visible-range redraw cost at several units-per-pixel levels.
-
-Prefer deterministic local arrays and controlled Trio task interleavings.
-Use live providers only as a separate integration layer because credentials,
-rate limits, sessions, and changing history make poor regression oracles.

.agents/skills/piker-profiling/SKILL.md

@@ -5,11 +5,7 @@ description: >
   across distributed actor systems. Apply when
   adding profiling, debugging perf regressions, or
   optimizing hot paths in piker code.
-compatibility: >
-  Requires a piker checkout and Python profiling work.
-metadata:
-  author: goodboy
-  version: "1.0"
+user-invocable: false
 ---
 
 # Piker Profiling Subsystem

.agents/skills/piker-slang/SKILL.md

@@ -5,11 +5,7 @@ description: >
   ethos. Apply when communicating with piker devs,
   writing commit messages, code review comments, or
   any collaborative interaction.
-compatibility: >
-  Harness-independent communication guidance.
-metadata:
-  author: goodboy
-  version: "1.0"
+user-invocable: false
 ---
 
 # Piker Slang & Communication Style

.agents/skills/piker-slang/examples.md

@@ -47,7 +47,7 @@ that's why it's like 1000x faster ya know?"
 - Wrap all code symbols: `function()`,
   `ClassName`, `field_name`
 - File paths: `piker/ui/_remote_ctl.py`
-- Commands: `git status`, `piker store shm`
+- Commands: `git status`, `piker store ldshm`
 
 **Explain like you're pair programming:**
 ```

.agents/skills/pyqtgraph-optimization/SKILL.md

@@ -5,12 +5,7 @@ description: >
   for piker's UI. Apply when optimizing graphics
   performance, adding new chart annotations, or
   working with `QGraphicsItem` subclasses.
-compatibility: >
-  Requires a piker checkout with PyQtGraph and Qt source
-  available for inspection.
-metadata:
-  author: goodboy
-  version: "1.0"
+user-invocable: false
 ---
 
 # PyQtGraph Rendering Optimization

.agents/skills/timeseries-optimization/SKILL.md

@@ -6,12 +6,7 @@ description: >
   with OHLCV arrays, timestamp lookups, gap
   detection, or any array/dataframe operations in
   piker.
-compatibility: >
-  Requires a piker checkout with NumPy and optionally
-  Polars.
-metadata:
-  author: goodboy
-  version: "1.0"
+user-invocable: false
 ---
 
 # Timeseries Optimization: NumPy & Polars
@@ -66,14 +61,11 @@ ts_array = np.array(timestamps)
 # binary search for all timestamps at once
 indices = np.searchsorted(time_arr, ts_array)
 
-# bounds check before indexing: searchsorted may return
-# len(time_arr) for values above the final timestamp
-in_bounds = indices < len(time_arr)
-valid_mask = np.zeros(indices.shape, dtype=bool)
-valid_mask[in_bounds] = (
-    time_arr[indices[in_bounds]]
-    ==
-    ts_array[in_bounds]
+# bounds check and exact match verification
+valid_mask = (
+    (indices < len(array))
+    &
+    (time_arr[indices] == ts_array)
 )
 
 valid_indices = indices[valid_mask]

.ai/workflow-state.json

@@ -0,0 +1 @@
+{"version": 1, "backend": "neutral"}

.claude/settings.local.json

@@ -1,12 +0,0 @@
-{
-  "permissions": {
-    "allow": [
-      "Bash(chmod:*)",
-      "Bash(/tmp/piker_commits.txt)",
-      "Bash(python:*)",
-      "Bash(ls:*)"
-    ],
-    "deny": [],
-    "ask": []
-  }
-}

.claude/skills/piker-clearing-expert

@@ -1 +0,0 @@
-../../.agents/skills/piker-clearing-expert

.claude/skills/piker-conc-expert/SKILL.md

@@ -1,155 +0,0 @@
----
-name: piker-conc-expert
-description: >
-  Distributed-runtime and structured-concurrency
-  expertise for piker's `tractor` actor-tree. Apply
-  when working on daemon/service architecture, actor
-  spawning/discovery, cross-actor RPC (ctx/stream
-  eps), `to_asyncio` integration, cancellation
-  semantics, or debugging hangs/wedges/skews in the
-  actor system.
-compatibility: >
-  Requires a piker checkout and familiarity with Python,
-  trio, and tractor.
-metadata:
-  author: goodboy
-  version: "1.0"
----
-
-# Piker Concurrency & Runtime Expertise
-
-The distilled mental model for piker's distributed
-runtime: a `trio`-structured actor tree supervised by
-`tractor` (pinned to git main) where every long-lived
-subsystem is a named daemon-actor talking over
-ctx/stream IPC.
-
-## Actor tree & daemon taxonomy
-
-```
-pikerd                  root supervisor + registry
-├── datad.<broker>      feed bus, shm writers, tsp
-│                       history, symbol search
-├── brokerd.<broker>    live order-ctl ONLY; lazily
-│                       spawned by emsd, credentialed
-├── emsd                dark-clearing + order routing
-│   └── paperboi.<broker>  sim-clearing (paper mode)
-└── samplerd            singleton OHLC clock/increment
-```
-
-Key invariants:
-- `datad` hosts all `piker.data.validate._eps['datad']`
-  eps; `brokerd` only the `['brokerd']` (order-ctl)
-  ones. The `_eps` table in `piker/data/validate.py`
-  is the authoritative contract; `get_eps(mod, kind)`
-  introspects a backend's support.
-- `brokerd.<broker>` is booted in EXACTLY one place:
-  `open_brokerd_dialog()` in `piker/clearing/_ems.py`
-  (with a `portal:` override for the `piker ledger`
-  ad-hoc actor). Chart-only + paper sessions run with
-  ZERO brokerd procs. Never add a data-path spawn!
-- backends declare per-daemon-kind submods via
-  `_datad_mods`/`_brokerd_mods` in their
-  `__init__.py` (fallback: `__enable_modules__`).
-
-## Daemon lifecycle conventions
-
-Every daemon-kind follows the same trio of fns (see
-`piker/brokers/_daemon.py` + `piker/data/_daemon.py`
-as the canonical pair):
-
-- `_setup_persistent_<kind>()`: a `@tractor.context`
-  "lifetime fixture" run via
-  `Services.start_service_task()`; does console-log
-  setup ONCE for the actor, allocs any actor-global
-  state (eg. datad's `_FeedsBus`), then
-  `await ctx.started()` + `trio.sleep_forever()`.
-- `<kind>_init()`: builds `enable_modules` + actor
-  name `f'<kind>.{brokername}'` and copies backend
-  `_spawn_kwargs` (CRITICAL: `ib` needs
-  `infect_asyncio=True` in EVERY daemon-kind).
-- `spawn_<kind>()` + `maybe_spawn_<kind>()`: thin
-  wrappers over `Services.actor_n.start_actor()` and
-  `piker.service.maybe_spawn_daemon()` (registry
-  find-or-spawn w/ per-service-name locking).
-
-Caps-sec model: `enable_modules` gates RPC entry ONLY
-— python imports are unrestricted in-proc. Keep each
-daemon's enable set minimal; the (credentialed)
-`brokerd` must never RPC-enable `piker.data.*` feed
-mods.
-
-## Actor-local state: the #1 split hazard
-
-Module-globals and instance caches are PER-ACTOR.
-Anything that "just worked" because two subsystems
-shared a process will break when they're split into
-sibling actors. Canonical example: `ib`'s
-`Client._contracts` was warmed by feed-side
-`get_mkt_info()` in-proc; post datad/brokerd-split
-the trading actor must warm it itself (eagerly at
-`open_trade_dialog()` startup for open pps/orders +
-lazily per order request via
-`symbols.cache_contract()`).
-
-When moving code across actor boundaries ALWAYS audit:
-- module-global registries (`feed._bus`,
-  `_accounts2clients`, `_client_cache`, ..)
-- `@async_lifo_cache`/`maybe_open_context` caches
-  (NOTE: `async_lifo_cache` keys on POSITIONAL args
-  only; a cache-hit SKIPS the fn body and thus any
-  side-effect writes!)
-- logging handler placement (see gotchas.md)
-
-## tractor primitives as used here
-
-- `@tractor.context` eps: `await ctx.started(val)`
-  unblocks the caller w/ `val`; long-lived eps then
-  `ctx.open_stream()` or `sleep_forever()`.
-- discovery: `tractor.find_actor()` via
-  `piker.service.find_service()`;
-  `wait_for_actor(name, registry_addr=...)`;
-  `query_actor(name, regaddr=...)` yields
-  `(sockaddr, portal)`. Addrs are wrapped
-  `tractor.discovery._addr.Address` types — use
-  `wrap_address()` to normalize raw tuples and
-  `.unwrap()` for comparisons.
-- runtime-vars: `_runtime_vars['piker_vars']` is
-  inherited down the spawn tree; used eg. for
-  `piker_test_dir` config isolation — read LAZILY at
-  use-time, never at import time (subactors only get
-  vars post runtime-boot).
-- cancellation semantics (modern tractor): a
-  `ContextCancelled` whose `.canceller` is your own
-  actor is ABSORBED (clean exit, nothing raised);
-  single-exc groups collapse (`collapse_eg`) so eg.
-  a KBI propagates bare. Exc attrs:
-  `RemoteActorError.boxed_type` (not `.type`).
-
-## `to_asyncio` (infect-asyncio) integration
-
-For `ib` (and `deribit`) the backend client runs on
-an embedded `asyncio` loop via
-`tractor.to_asyncio.open_channel_from()` +
-`LinkedTaskChannel`.
-
-Rules learned the hard way:
-- a shared req/resp channel MUST correlate responses
-  to requests (see `MethodProxy._run_method()`'s
-  `mid` protocol in `piker/brokers/ib/api.py`):
-  caller cancellation (eg. `move_on_after` timeouts)
-  otherwise orphans a response and silently skews
-  every later result off-by-one.
-- the aio-side relay must catch + ship back ALL
-  (non-cancel) exceptions as `{'exception': err}`
-  resps; an escaping error kills the relay task ->
-  channel -> proxy nursery -> the whole dialog,
-  bypassing every caller-side guard.
-- `TrioTaskExited` ("child asyncio task is still
-  running?") on teardown is a known wart family;
-  prefer upstream `tractor` fixes over piker-side
-  bandaids.
-
-See [gotchas.md](gotchas.md) for the symptom->cause
-registry and [debug-recipes.md](debug-recipes.md) for
-forensics techniques.

.claude/skills/piker-conc-expert/debug-recipes.md

@@ -1,100 +0,0 @@
-# Debug recipes: actor-system forensics
-
-Field-tested techniques for diagnosing hangs, wedges
-and cross-actor state bugs WITHOUT a debugger attached
-(or when `py-spy` ain't installed).
-
-## Wedged actor triage (no REPL)
-
-1. find the tree:
-   `ps -eo pid,etime,args | grep -E 'pytest|tractor._child'`
-   — long-`etime` `tractor._child` procs w/ a stuck
-   parent = wedge.
-2. kernel state:
-   `cat /proc/<pid>/wchan` + `status | grep -E
-   'State|Threads'` — `do_epoll_wait` + sleeping =
-   idle event loop, NOT cpu-spin.
-3. **the money read** — socket queues:
-   `ss -tnp | grep <pid>`
-   - `Recv-Q > 0` on the parent-IPC conn = the actor
-     STOPPED CONSUMING its msg loop (runtime bug),
-     parent is waiting on it.
-   - zero external (api/ws) conns = wedged before/
-     without provider IO; don't blame the network.
-   - `CLOSE-WAIT` lingerers = unclean peer teardown.
-4. cleanup: `pkill -f tractor._child` (NB: in
-   compound shell cmds `pkill`'s exit code poisons
-   `&&` chains — run it standalone).
-
-## Hang-proof test gating
-
-- per-suite, never combined (cross-suite session
-  state interacts w/ the 2nd-boot wedge):
-  `timeout -k 5 300 python -m pytest tests/<one>.py -q`
-- rc 124/143 = hang-kill -> retry ONCE before
-  investigating.
-- isolate a flaky test w/ a 3x loop; ~50% hit-rate
-  signatures match the known 2nd-boot wedge (see
-  gotchas.md).
-
-## Regression vs pre-existing attribution
-
-When a failure appears mid-refactor:
-1. `git stash -u` (or checkout the file subset) and
-   re-run the EXACT failing case at baseline.
-2. if baseline can't even run, selectively revert
-   ONLY the suspect layer:
-   `git diff <files> > /tmp/x.patch;
-    git checkout <files>` -> test ->
-   `git apply /tmp/x.patch`.
-3. flake-rate compare (3x runs) beats single-shot
-   conclusions.
-
-## Off-by-one / stale IPC resp detection
-
-Mismatched query->result content in logs (resp
-payload obviously for a prior request) = shared
-req/resp channel w/o correlation + a cancelled
-caller. Grep the ep for `move_on_after`/`fail_after`
-around proxied calls. Fix = req-id (`mid`) tagging,
-never "just a lock" (cancellation still orphans).
-
-## Logging-chain audits
-
-When records double-print or go bare (see gotchas.md):
-
-```python
-import logging
-l = logging.getLogger('piker.brokers.ib.broker')
-while l:
-    print(l.name, l.level, l.handlers, l.propagate)
-    l = l.parent
-```
-
-Exactly ONE stderr handler should exist in the chain,
-attached by the actor's daemon fixture.
-
-## Live actor-tree smoke (headless)
-
-Boot against an ALT registry port so a user's running
-stack is untouched; script in a REAL file (tractor
-children re-exec `__main__` from path — stdin scripts
-crash w/ `FileNotFoundError: .../<stdin>`):
-
-```python
-async with maybe_open_pikerd(
-    registry_addrs=[('127.0.0.1', 6979)],
-):
-    async with open_feed(['xbtusdt.kraken']) as feed:
-        assert await check_for_service('datad.kraken')
-        assert not await check_for_service(
-            'brokerd.kraken'
-        )
-```
-
-## In-proc fail-fast unit checks
-
-Spawn-path guards that raise BEFORE touching the
-runtime can be tested w/ a bare `trio.run()` (eg
-`spawn_brokerd('kucoin')` raising the datad-only
-error) — no pikerd needed.

.claude/skills/piker-conc-expert/gotchas.md

@@ -1,116 +0,0 @@
-# Known gotchas: symptom -> cause -> fix
-
-A registry of distributed-runtime failure modes hit
-(and diagnosed) in the field; check here FIRST when a
-log/traceback matches.
-
-## "Can not order ..., no qualified contract cached"
-
-- **Symptom**: `RuntimeError` from
-  `ib.api.Client.submit_limit()` w/ empty
-  `Client._contracts` in `brokerd.ib`.
-- **Cause**: per-actor cache never warmed; feed-side
-  qualification now lives in `datad.ib`.
-- **Fix(ed)**: eager warmup at `open_trade_dialog()`
-  start + lazy per-order `get_mkt_info()` +
-  `cache_contract()` (writes BOTH `mkt.bs_fqme` and
-  `mkt.fqme` keys; different consumers read each!).
-
-## Search returns results for the WRONG pattern
-
-- **Symptom**: fqme search for 'gld' returns nvda
-  results; next query returns the prior query's set.
-- **Cause**: `MethodProxy` channel off-by-one — a
-  caller cancelled (search `move_on_after` timeout)
-  after sending its request orphans the response;
-  every later caller consumes the previous resp.
-- **Fix(ed)**: `mid` req-id correlation in
-  `_run_method()` + relay; stale resps are dropped w/
-  a "Dropping stale method-resp" warning. If that
-  warning spams, some caller is being cancelled
-  mid-call habitually — find + fix its timeout.
-
-## One bad request crashes a whole dialog/actor
-
-- **Symptom**: `TrioTaskExited` storm + nursery
-  teardown after a single method error (eg ambiguous
-  contract `AttributeError`).
-- **Cause**: exception escaped the aio-side relay
-  loop (`open_aio_client_method_relay()`) killing
-  channel + proxy nursery; caller-side `try/except`
-  CANNOT catch it.
-- **Fix(ed)**: relay catches `Exception` -> ships
-  `{'exception': err, 'mid': ...}` resp; order
-  handler converts to EMS `BrokerdError` msgs.
-
-## Ambiguous ib contracts -> `NoneType` attr errors
-
-- **Symptom**: `'NoneType' object has no attribute
-  'primaryExchange'` in `find_contracts()`.
-- **Cause**: `qualifyContractsAsync()` returns `None`
-  entries for ambiguous (eg venue-less stonk fqme
-  matching multiple listings: 'gld' -> ARCA/USD +
-  VENTURE/CAD).
-- **Fix(ed)**: filter `None`s + raise descriptive
-  `ValueError` ("use 'gld.arca.ib'").
-
-## Double-printed log records (same task id, 2x)
-
-- **Symptom**: every record from some subsys printed
-  twice w/ identical task ids.
-- **Cause**: stderr handlers attached at TWO levels
-  of one logger-propagation chain (eg daemon fixture
-  on `piker.brokers.ib` + an ep calling
-  `get_console_log(name=__name__)` on the child).
-  tractor's handler-dedup only checks the SAME
-  logger, not ancestors.
-- **Rule**: console handlers are attached ONCE per
-  actor in the `_setup_persistent_*()` fixture; eps
-  needing a different level use `log.setLevel()`
-  ONLY, never `get_console_log()`.
-
-## Bare/non-colorized log lines
-
-- **Symptom**: records w/ no timestamp/actor prefix.
-- **Cause**: NO handler anywhere in the emitting
-  logger's chain -> stdlib `logging.lastResort`. Post
-  actor-splits, a daemon fixture may only cover its
-  own subsys subtree (eg datad's `piker.data.*` but
-  not the backend's `piker.brokers.<broker>.*`).
-- **Fix(ed)**: `_setup_persistent_datad()` enables
-  BOTH `piker.data.<broker>` and
-  `piker.brokers.<broker>` subtrees.
-
-## 2nd in-proc runtime boot wedges (~50%)
-
-- **Symptom**: test hangs when one test proc boots a
-  2nd `pikerd` (eg `test_multi_fill_positions`'s
-  persistence re-check); a zombie `*.{broker}` child
-  lingers w/ unread bytes in its parent-IPC Recv-Q.
-- **Cause**: pre-existing `tractor`-main runtime
-  teardown bug (confirmed independent of piker-layer
-  changes via revert-testing 2026-06).
-- **Mitigation**: run suites per-file wrapped in
-  `timeout -k 5 300 ...`; retry once on rc 124/143.
-  Do NOT chase as a regression of unrelated changes.
-
-## ib client-id collisions post-split
-
-- **Symptom**: 2nd ib daemon burns the full
-  conn-timeout retry cycle connecting to gw/tws.
-- **Cause**: `datad.ib` + `brokerd.ib` both default
-  `client_id=6116` w/ linear `+i` retries.
-- **Fix(ed)**: role-based offsets in
-  `load_aio_clients()`: datad +16, ad-hoc (test/cli)
-  actors +32.
-
-## `async_lifo_cache` skipped side-effects
-
-- **Symptom**: a fn's cache-write side effect
-  (eg `get_mkt_info()` -> `_contracts`) missing for
-  a 2nd client/proxy.
-- **Cause**: cache keys on POSITIONAL args only; a
-  hit skips the body entirely.
-- **Rule**: never rely on cached-fn side effects;
-  perform required writes explicitly at the call
-  site (eg `cache_contract()` after `get_mkt_info`).

.claude/skills/piker-fsp-expert

@@ -1 +0,0 @@
-../../.agents/skills/piker-fsp-expert

.claude/skills/piker-profiling

@@ -0,0 +1 @@
+../../.agents/skills/piker-profiling

.claude/skills/piker-slang

@@ -0,0 +1 @@
+../../.agents/skills/piker-slang

.claude/skills/pyqtgraph-optimization

@@ -0,0 +1 @@
+../../.agents/skills/pyqtgraph-optimization

.claude/skills/timeseries-optimization

@@ -0,0 +1 @@
+../../.agents/skills/timeseries-optimization

.gitignore

@@ -107,14 +107,11 @@ ENV/
 .git/
 
 # any commit-msg gen tmp files
-.claude/*_commit_*.md
-.claude/*_commit*.toml
-
-# ai.skillz/commit-msg
 .claude/skills/commit-msg/msgs/
 .claude/skills/commit-msg/conf.toml
 .claude/git_commit_msg_LATEST.md
-.opencode/skills/commit-msg/SKILL.md
+.claude/*_commit_*.md
+.claude/*_commit*.toml
 
 # nix develop --profile .nixdev
 .nixdev*
@@ -137,61 +134,6 @@ gitea/
 # LLM conversations that should remain private
 docs/conversations/
 
-# BEGIN ai.skillz: direct:symlink:claude:run-tests
-/.claude/skills/run-tests/SKILL.md
-# END ai.skillz: direct:symlink:claude:run-tests
-
-# BEGIN ai.skillz: direct:symlink:opencode:run-tests
-/.opencode/skills/run-tests/SKILL.md
-# END ai.skillz: direct:symlink:opencode:run-tests
-
-# BEGIN ai.skillz: direct:symlink:opencode:command:run-tests
-/.opencode/commands/run-tests.md
-# END ai.skillz: direct:symlink:opencode:command:run-tests
-
-# BEGIN ai.skillz: direct:symlink:claude:close-wkt
-/.claude/skills/close-wkt
-# END ai.skillz: direct:symlink:claude:close-wkt
-
-# BEGIN ai.skillz: direct:symlink:opencode:close-wkt
-/.opencode/skills/close-wkt
-# END ai.skillz: direct:symlink:opencode:close-wkt
-
-# BEGIN ai.skillz: runtime:code-review-changes
-.claude/review_context.md
-.claude/review_regression.md
-# END ai.skillz: runtime:code-review-changes
-
-# BEGIN ai.skillz: direct:symlink:claude:code-review-changes
-/.claude/skills/code-review-changes
-# END ai.skillz: direct:symlink:claude:code-review-changes
-
-# BEGIN ai.skillz: direct:symlink:opencode:code-review-changes
-/.opencode/skills/code-review-changes
-# END ai.skillz: direct:symlink:opencode:code-review-changes
-
-# BEGIN ai.skillz: runtime:commit-msg
-.claude/skills/commit-msg/msgs/
-.claude/skills/commit-msg/conf.toml
-.claude/git_commit_msg_LATEST.md
-# END ai.skillz: runtime:commit-msg
-
-# BEGIN ai.skillz: direct:symlink:claude:commit-msg
-/.claude/skills/commit-msg/SKILL.md
-# END ai.skillz: direct:symlink:claude:commit-msg
-
-# BEGIN ai.skillz: direct:symlink:opencode:commit-msg
-/.opencode/skills/commit-msg/SKILL.md
-# END ai.skillz: direct:symlink:opencode:commit-msg
-
-# BEGIN ai.skillz: direct:symlink:claude:dep-supersede-scan
-/.claude/skills/dep-supersede-scan
-# END ai.skillz: direct:symlink:claude:dep-supersede-scan
-
-# BEGIN ai.skillz: direct:symlink:opencode:dep-supersede-scan
-/.opencode/skills/dep-supersede-scan
-# END ai.skillz: direct:symlink:opencode:dep-supersede-scan
-
 # BEGIN ai.skillz: direct:symlink:claude:gish
 /.claude/skills/gish
 # END ai.skillz: direct:symlink:claude:gish
@@ -200,17 +142,7 @@ docs/conversations/
 /.opencode/skills/gish
 # END ai.skillz: direct:symlink:opencode:gish
 
-# BEGIN ai.skillz: direct:symlink:claude:inter-skill-review
-/.claude/skills/inter-skill-review
-# END ai.skillz: direct:symlink:claude:inter-skill-review
-
-# BEGIN ai.skillz: direct:symlink:opencode:inter-skill-review
-/.opencode/skills/inter-skill-review
-# END ai.skillz: direct:symlink:opencode:inter-skill-review
-
 # BEGIN ai.skillz: runtime:open-wkt
-.claude/wkts/
-claude_wkts
 /wkts/
 # END ai.skillz: runtime:open-wkt
 
@@ -222,6 +154,121 @@ claude_wkts
 /.opencode/skills/open-wkt
 # END ai.skillz: direct:symlink:opencode:open-wkt
 
+# BEGIN ai.skillz: direct:symlink:claude:run-tests
+/.claude/skills/run-tests/SKILL.md
+# END ai.skillz: direct:symlink:claude:run-tests
+
+# BEGIN ai.skillz: direct:symlink:opencode:run-tests
+/.opencode/skills/run-tests/SKILL.md
+# END ai.skillz: direct:symlink:opencode:run-tests
+
+# BEGIN ai.skillz: direct:symlink:claude:close-wkt
+/.claude/skills/close-wkt
+# END ai.skillz: direct:symlink:claude:close-wkt
+
+# BEGIN ai.skillz: direct:symlink:opencode:close-wkt
+/.opencode/skills/close-wkt
+# END ai.skillz: direct:symlink:opencode:close-wkt
+
+# BEGIN ai.skillz: runtime:code-review
+.ai/code-review/reports/
+# END ai.skillz: runtime:code-review
+
+# BEGIN ai.skillz: direct:symlink:claude:code-review
+/.claude/skills/code-review
+# END ai.skillz: direct:symlink:claude:code-review
+
+# BEGIN ai.skillz: direct:symlink:opencode:code-review
+/.opencode/skills/code-review
+# END ai.skillz: direct:symlink:opencode:code-review
+
+# BEGIN ai.skillz: runtime:code-review-changes
+.ai/state/review/
+.claude/review_context.md
+.claude/review_regression.md
+.claude/review_replies/
+# END ai.skillz: runtime:code-review-changes
+
+# BEGIN ai.skillz: direct:symlink:claude:code-review-changes
+/.claude/skills/code-review-changes
+# END ai.skillz: direct:symlink:claude:code-review-changes
+
+# BEGIN ai.skillz: direct:symlink:opencode:code-review-changes
+/.opencode/skills/code-review-changes
+# END ai.skillz: direct:symlink:opencode:code-review-changes
+
+# BEGIN ai.skillz: runtime:commit-msg
+.ai/state/commit-msg/
+.ai/state/migrations/
+.ai/commit-msg/conf.toml
+.claude/skills/commit-msg/msgs/
+.claude/git_commit_msg_LATEST.md
+# END ai.skillz: runtime:commit-msg
+
+# BEGIN ai.skillz: direct:symlink:claude:commit-msg
+/.claude/skills/commit-msg/SKILL.md
+# END ai.skillz: direct:symlink:claude:commit-msg
+
+# BEGIN ai.skillz: direct:symlink:opencode:commit-msg
+/.opencode/skills/commit-msg/SKILL.md
+# END ai.skillz: direct:symlink:opencode:commit-msg
+
+# BEGIN ai.skillz: direct:symlink:claude:commit-plan
+/.claude/skills/commit-plan
+# END ai.skillz: direct:symlink:claude:commit-plan
+
+# BEGIN ai.skillz: direct:symlink:opencode:commit-plan
+/.opencode/skills/commit-plan
+# END ai.skillz: direct:symlink:opencode:commit-plan
+
+# BEGIN ai.skillz: direct:symlink:claude:dep-supersede-scan
+/.claude/skills/dep-supersede-scan
+# END ai.skillz: direct:symlink:claude:dep-supersede-scan
+
+# BEGIN ai.skillz: direct:symlink:opencode:dep-supersede-scan
+/.opencode/skills/dep-supersede-scan
+# END ai.skillz: direct:symlink:opencode:dep-supersede-scan
+
+# BEGIN ai.skillz: direct:symlink:claude:resolve-conflicts
+/.claude/skills/resolve-conflicts
+# END ai.skillz: direct:symlink:claude:resolve-conflicts
+
+# BEGIN ai.skillz: direct:symlink:opencode:resolve-conflicts
+/.opencode/skills/resolve-conflicts
+# END ai.skillz: direct:symlink:opencode:resolve-conflicts
+
+# BEGIN ai.skillz: direct:symlink:claude:git-mgmt
+/.claude/skills/git-mgmt
+# END ai.skillz: direct:symlink:claude:git-mgmt
+
+# BEGIN ai.skillz: direct:symlink:opencode:git-mgmt
+/.opencode/skills/git-mgmt
+# END ai.skillz: direct:symlink:opencode:git-mgmt
+
+# BEGIN ai.skillz: direct:symlink:claude:harness-perf
+/.claude/skills/harness-perf
+# END ai.skillz: direct:symlink:claude:harness-perf
+
+# BEGIN ai.skillz: direct:symlink:opencode:harness-perf
+/.opencode/skills/harness-perf
+# END ai.skillz: direct:symlink:opencode:harness-perf
+
+# BEGIN ai.skillz: direct:symlink:claude:inter-skill-review
+/.claude/skills/inter-skill-review
+# END ai.skillz: direct:symlink:claude:inter-skill-review
+
+# BEGIN ai.skillz: direct:symlink:opencode:inter-skill-review
+/.opencode/skills/inter-skill-review
+# END ai.skillz: direct:symlink:opencode:inter-skill-review
+
+# BEGIN ai.skillz: direct:symlink:claude:opencode-cleaning
+/.claude/skills/opencode-cleaning
+# END ai.skillz: direct:symlink:claude:opencode-cleaning
+
+# BEGIN ai.skillz: direct:symlink:opencode:opencode-cleaning
+/.opencode/skills/opencode-cleaning
+# END ai.skillz: direct:symlink:opencode:opencode-cleaning
+
 # BEGIN ai.skillz: direct:symlink:claude:plan-io
 /.claude/skills/plan-io
 # END ai.skillz: direct:symlink:claude:plan-io
@@ -231,6 +278,8 @@ claude_wkts
 # END ai.skillz: direct:symlink:opencode:plan-io
 
 # BEGIN ai.skillz: runtime:pr-msg
+.ai/state/pr-msg/
+.ai/pr-msg/conf.toml
 .claude/skills/pr-msg/msgs/
 .claude/skills/pr-msg/pr_msg_LATEST.md
 # END ai.skillz: runtime:pr-msg
@@ -263,14 +312,6 @@ claude_wkts
 /.opencode/skills/py-codestyle
 # END ai.skillz: direct:symlink:opencode:py-codestyle
 
-# BEGIN ai.skillz: direct:symlink:claude:resolve-conflicts
-/.claude/skills/resolve-conflicts
-# END ai.skillz: direct:symlink:claude:resolve-conflicts
-
-# BEGIN ai.skillz: direct:symlink:opencode:resolve-conflicts
-/.opencode/skills/resolve-conflicts
-# END ai.skillz: direct:symlink:opencode:resolve-conflicts
-
 # BEGIN ai.skillz: runtime:taken-export
 .ai/taken/exports/
 # END ai.skillz: runtime:taken-export
@@ -291,18 +332,163 @@ claude_wkts
 /.opencode/skills/yt-url-lookup
 # END ai.skillz: direct:symlink:opencode:yt-url-lookup
 
-# BEGIN ai.skillz: direct:symlink:claude:command:branch-in-new-terminal
-/.claude/commands/branch-in-new-terminal.md
-# END ai.skillz: direct:symlink:claude:command:branch-in-new-terminal
+# BEGIN ai.skillz: direct:symlink:opencode:command:run-tests
+/.opencode/commands/run-tests.md
+# END ai.skillz: direct:symlink:opencode:command:run-tests
 
-# BEGIN ai.skillz: runtime:branch-in-new-terminal
-.claude/.current_session
-# END ai.skillz: runtime:branch-in-new-terminal
+# BEGIN ai.skillz: direct:symlink:opencode:command:code-review
+/.opencode/commands/code-review.md
+# END ai.skillz: direct:symlink:opencode:command:code-review
+
+# BEGIN ai.skillz: direct:symlink:opencode:command:code-review-changes
+/.opencode/commands/code-review-changes.md
+# END ai.skillz: direct:symlink:opencode:command:code-review-changes
 
 # BEGIN ai.skillz: direct:symlink:opencode:command:commit-msg
 /.opencode/commands/commit-msg.md
 # END ai.skillz: direct:symlink:opencode:command:commit-msg
 
+# BEGIN ai.skillz: direct:symlink:opencode:command:commit-plan
+/.opencode/commands/commit-plan.md
+# END ai.skillz: direct:symlink:opencode:command:commit-plan
+
+# BEGIN ai.skillz: direct:symlink:opencode:command:opencode-cleaning
+/.opencode/commands/opencode-cleaning.md
+# END ai.skillz: direct:symlink:opencode:command:opencode-cleaning
+
+# BEGIN ai.skillz: direct:symlink:opencode:command:pr-msg
+/.opencode/commands/pr-msg.md
+# END ai.skillz: direct:symlink:opencode:command:pr-msg
+
 # BEGIN ai.skillz: direct:symlink:opencode:command:taken-export
 /.opencode/commands/taken-export.md
 # END ai.skillz: direct:symlink:opencode:command:taken-export
+
+# BEGIN ai.skillz: direct:symlink:claude:code-nav-refs
+/.claude/skills/code-nav-refs
+# END ai.skillz: direct:symlink:claude:code-nav-refs
+
+# BEGIN ai.skillz: direct:symlink:opencode:code-nav-refs
+/.opencode/skills/code-nav-refs
+# END ai.skillz: direct:symlink:opencode:code-nav-refs
+
+# BEGIN ai.skillz: direct:symlink:opencode:command:gish
+/.opencode/commands/gish.md
+# END ai.skillz: direct:symlink:opencode:command:gish
+
+# BEGIN ai.skillz: direct:symlink:opencode:command:resolve-conflicts
+/.opencode/commands/resolve-conflicts.md
+# END ai.skillz: direct:symlink:opencode:command:resolve-conflicts
+
+# BEGIN ai.skillz: direct:symlink:opencode:command:git-mgmt
+/.opencode/commands/git-mgmt.md
+# END ai.skillz: direct:symlink:opencode:command:git-mgmt
+
+# BEGIN ai.skillz: direct:symlink:opencode:command:open-wkt
+/.opencode/commands/open-wkt.md
+# END ai.skillz: direct:symlink:opencode:command:open-wkt
+
+# BEGIN ai.skillz: direct:symlink:opencode:command:close-wkt
+/.opencode/commands/close-wkt.md
+# END ai.skillz: direct:symlink:opencode:command:close-wkt
+
+# BEGIN ai.skillz: direct:symlink:opencode:command:dep-supersede-scan
+/.opencode/commands/dep-supersede-scan.md
+# END ai.skillz: direct:symlink:opencode:command:dep-supersede-scan
+
+# BEGIN ai.skillz: direct:symlink:opencode:command:harness-perf
+/.opencode/commands/harness-perf.md
+# END ai.skillz: direct:symlink:opencode:command:harness-perf
+
+# BEGIN ai.skillz: direct:symlink:opencode:command:yt-url-lookup
+/.opencode/commands/yt-url-lookup.md
+# END ai.skillz: direct:symlink:opencode:command:yt-url-lookup
+# BEGIN ai.skillz: direct:symlink:agents:gish
+/.agents/skills/gish
+# END ai.skillz: direct:symlink:agents:gish
+
+# BEGIN ai.skillz: direct:symlink:agents:resolve-conflicts
+/.agents/skills/resolve-conflicts
+# END ai.skillz: direct:symlink:agents:resolve-conflicts
+
+# BEGIN ai.skillz: direct:symlink:agents:git-mgmt
+/.agents/skills/git-mgmt
+# END ai.skillz: direct:symlink:agents:git-mgmt
+
+# BEGIN ai.skillz: direct:symlink:agents:open-wkt
+/.agents/skills/open-wkt
+# END ai.skillz: direct:symlink:agents:open-wkt
+
+# BEGIN ai.skillz: direct:symlink:agents:run-tests
+/.agents/skills/run-tests
+# END ai.skillz: direct:symlink:agents:run-tests
+
+# BEGIN ai.skillz: direct:symlink:agents:close-wkt
+/.agents/skills/close-wkt
+# END ai.skillz: direct:symlink:agents:close-wkt
+
+# BEGIN ai.skillz: direct:symlink:agents:code-review
+/.agents/skills/code-review
+# END ai.skillz: direct:symlink:agents:code-review
+
+# BEGIN ai.skillz: direct:symlink:agents:code-nav-refs
+/.agents/skills/code-nav-refs
+# END ai.skillz: direct:symlink:agents:code-nav-refs
+
+# BEGIN ai.skillz: direct:symlink:agents:code-review-changes
+/.agents/skills/code-review-changes
+# END ai.skillz: direct:symlink:agents:code-review-changes
+
+# BEGIN ai.skillz: direct:symlink:agents:commit-msg
+/.agents/skills/commit-msg
+# END ai.skillz: direct:symlink:agents:commit-msg
+
+# BEGIN ai.skillz: direct:symlink:agents:commit-plan
+/.agents/skills/commit-plan
+# END ai.skillz: direct:symlink:agents:commit-plan
+
+# BEGIN ai.skillz: direct:symlink:agents:dep-supersede-scan
+/.agents/skills/dep-supersede-scan
+# END ai.skillz: direct:symlink:agents:dep-supersede-scan
+
+# BEGIN ai.skillz: direct:symlink:agents:harness-perf
+/.agents/skills/harness-perf
+# END ai.skillz: direct:symlink:agents:harness-perf
+
+# BEGIN ai.skillz: direct:symlink:agents:inter-skill-review
+/.agents/skills/inter-skill-review
+# END ai.skillz: direct:symlink:agents:inter-skill-review
+
+# BEGIN ai.skillz: direct:symlink:agents:opencode-cleaning
+/.agents/skills/opencode-cleaning
+# END ai.skillz: direct:symlink:agents:opencode-cleaning
+
+# BEGIN ai.skillz: direct:symlink:agents:plan-io
+/.agents/skills/plan-io
+# END ai.skillz: direct:symlink:agents:plan-io
+
+# BEGIN ai.skillz: direct:symlink:agents:pr-msg
+/.agents/skills/pr-msg
+# END ai.skillz: direct:symlink:agents:pr-msg
+
+# BEGIN ai.skillz: direct:symlink:agents:prompt-io
+/.agents/skills/prompt-io
+# END ai.skillz: direct:symlink:agents:prompt-io
+
+# BEGIN ai.skillz: direct:symlink:agents:py-codestyle
+/.agents/skills/py-codestyle
+# END ai.skillz: direct:symlink:agents:py-codestyle
+
+# BEGIN ai.skillz: direct:symlink:agents:taken-export
+/.agents/skills/taken-export
+# END ai.skillz: direct:symlink:agents:taken-export
+
+# BEGIN ai.skillz: direct:symlink:agents:yt-url-lookup
+/.agents/skills/yt-url-lookup
+# END ai.skillz: direct:symlink:agents:yt-url-lookup
+
+# BEGIN ai.skillz: workflow-state
+/.ai/state/
+/.ai/commit-msg/conf.toml
+/.ai/pr-msg/conf.toml
+# END ai.skillz: workflow-state

ai/README.md

@@ -17,21 +17,6 @@ track new integration ideas and proposals in
 | Tool | Directory | Status |
 |------|-----------|--------|
 | [Claude Code](https://github.com/anthropics/claude-code) | [`claude-code/`](claude-code/) | active |
-| [OpenCode](https://opencode.ai/) | [`opencode/`](opencode/) | active |
-
-## Shared Skills
-
-Provider-neutral skill bundles should use the portable Agent Skills
-subset and live under `.agents/skills/` as their single source.
-OpenCode discovers that project directory natively. Relative links in
-provider directories such as `.claude/skills/` may bridge clients which
-do not yet scan `.agents/skills/`; never copy the skill body.
-
-Existing repo skills under `.claude/skills/` predate this convention
-and can migrate separately without coupling their history to new skills.
-
-Harness-specific command files should only delegate to a
-shared skill. They must not duplicate the skill body.
 
 ## Adding a New Integration
 
@@ -47,7 +32,7 @@ ai/
 ├── README.md                  # <- you are here
 ├── claude-code/
 │   └── README.md
-├── opencode/
+├── opencode/                  # future
 │   └── README.md
 └── <your-tool>/
     └── README.md
@@ -60,7 +45,6 @@ ai/
 - Each integration doc should describe **what**
   the skill does, **how** to invoke it, and any
   **output** artifacts it produces
-- Keep docs concise; link to the shared skill source files
+- Keep docs concise; link to the actual skill
+  source files (under `.claude/skills/`, etc.)
   rather than duplicating content
-- Keep skill bodies harness-neutral; isolate slash-command
-  syntax and permissions in each harness integration

ai/claude-code/README.md

@@ -1,18 +1,15 @@
 # Claude Code Integration
 
 [Claude Code](https://github.com/anthropics/claude-code)
-integration for piker's shared coding-harness skills.
+skills and workflows for piker development.
 
 ## Skills
 
 | Skill | Invocable | Description |
 |-------|-----------|-------------|
 | [`commit-msg`](#commit-msg) | `/commit-msg` | Generate piker-style commit messages |
-| `piker-clearing-expert` | auto | Clearing, order-control, and accounting invariants |
-| `piker-conc-expert` | auto | Actor-tree and structured-concurrency invariants |
 | `piker-profiling` | auto | `Profiler` API patterns for perf work |
 | `piker-slang` | auto | Communication style + slang guide |
-| `py-codestyle` | auto | Python source conventions |
 | `pyqtgraph-optimization` | auto | Batch rendering patterns |
 | `timeseries-optimization` | auto | NumPy/Polars perf patterns |
 
@@ -20,12 +17,8 @@ Skills marked **auto** are background knowledge
 applied automatically when Claude detects relevance.
 Only `commit-msg` is user-invoked via slash command.
 
-New portable skill source files live under
-`.agents/skills/<skill-name>/SKILL.md`. Relative links under
-`.claude/skills/` expose them to Claude Code without copying bodies.
-Existing pre-migration skills can remain under `.claude/skills/`.
-Claude-specific behavior belongs in command or settings files, not
-shared skill bodies.
+Skill source files live under
+`.claude/skills/<skill-name>/SKILL.md`.
 
 ---
 
@@ -91,7 +84,8 @@ description context. Examples:
 **Footer** (always):
 ```
 (this patch was generated in some part by
-`claude-code` using `<model>` (`<provider>`))
+[`claude-code`][claude-code-gh])
+[claude-code-gh]: https://github.com/anthropics/claude-code
 ```
 
 ### Output Files
@@ -100,8 +94,7 @@ After generation, the commit message is written to:
 
 ```
 .claude/
-├── skills/commit-msg/msgs/
-│   └── <timestamp>_<hash>_commit_msg.md
+├── <timestamp>_<hash>_commit_msg.md   # archived
 └── git_commit_msg_LATEST.md           # latest
 ```
 
@@ -109,10 +102,18 @@ Where `<timestamp>` is ISO-8601 with seconds and
 `<hash>` is the first 7 chars of the current
 `HEAD` commit.
 
-Use the latest file with an editor review before commit:
+Use the latest file to feed into `git commit`:
 
 ```bash
-git commit --edit --file .claude/git_commit_msg_LATEST.md
+git commit -F .claude/git_commit_msg_LATEST.md
+```
+
+Or review/edit before committing:
+
+```bash
+cat .claude/git_commit_msg_LATEST.md
+# edit if needed, then:
+git commit -F .claude/git_commit_msg_LATEST.md
 ```
 
 ### Examples
@@ -127,32 +128,56 @@ Add `MktPair.fqme` property for symbol resolution
 Factor `.claude/skills/` into proper subdirs
 
 Deats,
-- use portable Agent Skills frontmatter
-- keep harness commands as thin delegates
-- share supporting references across harnesses
+- `commit_msg/` -> `commit-msg/` w/ enhanced
+  frontmatter
+- all background skills set `user-invocable: false`
+- content split into supporting files
 
 (this patch was generated in some part by
-`claude-code` using `<model>` (`<provider>`))
+[`claude-code`][claude-code-gh])
+[claude-code-gh]: https://github.com/anthropics/claude-code
 ```
 
-### Shared Frontmatter
+### Frontmatter Reference
 
-Skills use the Agent Skills fields understood by both
-Claude Code and OpenCode:
+The skill's `SKILL.md` uses these Claude Code
+frontmatter fields:
 
 ```yaml
 ---
 name: commit-msg
 description: >
-  Generate piker-style git commit messages. Use when...
-compatibility: Requires git.
-metadata:
-  author: goodboy
-  version: "1.0"
+  Generate piker-style git commit messages...
+argument-hint: "[optional-scope-or-description]"
+disable-model-invocation: true
+allowed-tools:
+  - Bash(git *)
+  - Read
+  - Grep
+  - Glob
+  - Write
 ---
 ```
 
-Live git context is gathered by the skill at execution
-time. Claude-only dynamic interpolation and tool-policy
-frontmatter are intentionally excluded so another harness
-can execute the same workflow.
+| Field | Purpose |
+|-------|---------|
+| `argument-hint` | Shows hint in autocomplete |
+| `disable-model-invocation` | Only user can trigger via `/commit-msg` |
+| `allowed-tools` | Tools the skill can use |
+
+### Dynamic Context
+
+The skill injects live data at invocation time
+via `!`backtick`` syntax in the `SKILL.md`:
+
+```markdown
+## Current staged changes
+!`git diff --staged --stat`
+
+## Recent commit style reference
+!`git log --oneline -10`
+```
+
+This means the staged diff stats and recent log
+are always fresh when the skill runs -- no stale
+context.

ai/claude-code/plans/datad_service.md

@@ -1,143 +0,0 @@
-# Split `brokerd.<broker>` into trading-only `brokerd` + new `datad.<broker>`
-
-## Context
-
-Today a single `brokerd.<broker>` actor hosts BOTH concerns:
-
-- **data feed service tasks**: the `_FeedsBus` + `open_feed_bus()` ep (`piker/data/feed.py:464`), per-symbol `allocate_persistent_feed()` tasks (shm writers via `sample_and_broadcast()`, history backfill via `piker.tsp`), plus backend eps `stream_quotes`, `open_history_client`, `open_symbol_search`, `get_mkt_info` from `piker/brokers/<backend>/feed.py`/`symbols.py`,
-- **live order-control tasks**: `open_trade_dialog()` from `piker/brokers/<backend>/broker.py`, driven by `emsd`.
-
-The codebase already anticipates this split: `piker/data/validate.py:70-91` groups backend eps into `'datad'` vs `'brokerd'` kinds, `piker/brokers/ib/__init__.py:62-70` already declares `_brokerd_mods`/`_datad_mods`, and `piker/brokers/_daemon.py:62` carries the literal TODO *"rename the daemon to datad prolly once we split up broker vs. data tasks into separate actors?"*. This work executes that split.
-
-**User-decided constraints:**
-
-- `datad.<broker>` is a **sibling** of `brokerd.<broker>` under `pikerd`, spawned via the existing `Services` + `maybe_spawn_daemon()` machinery (`piker/service/_daemon.py:46`).
-- **Hard cutover, staged by layer** — no dual-mode runtime flag; every stage lands fully working.
-- Post-split `brokerd` is **trading-only and lazily spawned solely by emsd's** `open_brokerd_dialog` path; UI/CLI/feed code never spawns it. Chart-only and paper sessions run with **zero** brokerd processes.
-
-## Target topology
-
-```
-pikerd
-├── datad.ib      feed bus, shm writers, tsp history, symbol search
-├── brokerd.ib    open_trade_dialog only (EMS-spawned, lazy)
-├── emsd
-│   └── paperboi.ib   (paper mode; opens its feed via datad)
-└── samplerd
-```
-
-## Key verified facts (load-bearing)
-
-- `feed.portals` has exactly ONE trading consumer: `piker/clearing/_ems.py:671` (`portal = feed.portals[brokermod]` → handed to `open_brokerd_dialog`). This is the single coupling forcing feed + trading into one actor.
-- `assert 'brokerd' in servicename` at `piker/data/feed.py:502` is the only actor-name assert in the tree.
-- `piker ledger` (`piker/accounting/cli.py:100-157`) is a hidden consumer: it calls `broker_init()` directly, spawns its own ad-hoc actor, enters `_setup_persistent_brokerd`, then calls `open_brokerd_dialog(brokermod, portal, ...)` **with an explicit portal** — the new signature must keep a `portal:` override param.
-- kraken's feed→broker coupling is mild: `kraken/broker.py:77-81` imports `NoBsWs`/`open_autorecon_ws` (really from `piker.data._web_bs`) and `stream_messages` (pure parser) from `feed.py`. In-process imports only — `enable_modules` gates RPC, not imports. No live shared state; each actor opens its own WS.
-- ib: default `client_id=6116` (`ib/api.py:1320`) with linear retry `clientId=client_id + i` (`:1403`). Two ib actors connecting concurrently will collide → needs a role-based id offset. Both daemons need `_spawn_kwargs={'infect_asyncio': True}` (copied by both init fns).
-- binance has no `symbols.py` (`get_mkt_info`/`open_symbol_search` live in `binance/feed.py`); kucoin/questrade/robinhood are flat single-file with NO `__enable_modules__`; deribit has no `broker.py`.
-- `tests/test_services.py:80,185` assert `brokerd` actor names incl. the paper-mode flow asserting `brokerd.kraken` spawns (`:229,:237`) — must invert post-split.
-- `_root_modules` (`piker/service/_actor_runtime.py:156`) must gain the new datad daemon mod so `pikerd_portal.run(spawn_datad, ...)` resolves.
-- `piker/brokers/core.py:175` `symbol_search` does `portal.run(search_w_brokerd)` where the target fn lives in `piker.brokers.core` → that mod must stay RPC-enabled in datad.
-
-## Module decision
-
-New file **`piker/data/_daemon.py`** hosts all datad machinery (`_setup_persistent_datad`, `datad_init`, `spawn_datad`, `maybe_spawn_datad`, `_datad_service_mods`). Mirrors the `piker.brokers._daemon` / `piker.data._sampling` (samplerd) per-subsystem convention and satisfies the existing TODO at `brokers/_daemon.py:49` ("move this def to the `.data` subpkg"). `piker.brokers._daemon` keeps brokerd-only code, slimmed. Do NOT over-DRY the two ~40-line init fns into a shared factory yet (samplerd precedent accepts the duplication).
-
----
-
-## Stage 0 — prep: backend module grouping + ep introspection (no topology change)
-
-1. `piker/data/validate.py`: add a `get_eps(mod, kind) -> dict[str, Callable]` helper returning the backend's defined eps for a daemon-kind from `_eps` (missing eps excluded). Used later by both init fns + fail-fast checks.
-2. Declare daemon-kind module groups in each split backend's `__init__.py`, keeping `__enable_modules__` as the (deduped) union so behavior is unchanged:
-   - `kraken`: `_brokerd_mods = ['api', 'broker']`, `_datad_mods = ['api', 'feed', 'symbols']`
-   - `binance`: `_brokerd_mods = ['api', 'broker']`, `_datad_mods = ['api', 'feed']`
-   - `deribit`: `_brokerd_mods = []`, `_datad_mods = ['api', 'feed']`
-   - `ib`: adjust existing groups so each includes `'api'`
-   - flat backends (kucoin etc.): no attrs — init fns fall back to enabling just `modpath` (existing behavior).
-3. Hygiene: `kraken/broker.py:77-81` imports `NoBsWs`/`open_autorecon_ws` from `piker.data._web_bs` directly (keep the `stream_messages` import from `.feed`).
-
-**Gate**: full pytest green, zero behavior change.
-
-## Stage 1 — introduce `datad` daemon machinery (additive)
-
-New `piker/data/_daemon.py`:
-
-- `_datad_service_mods: list[str]` — datad-always-enabled mods (successor to the data side of `_data_mods` from `brokers/_daemon.py:52`): `['piker.brokers.core', 'piker.brokers.data', 'piker.data', 'piker.data.feed', 'piker.data._sampling', 'piker.data._daemon']`.
-- `_setup_persistent_datad(ctx, brokername, loglevel)` — `@tractor.context` fixture; logging boilerplate (as `_setup_persistent_brokerd:81-88`), then allocates the actor-global feed bus exactly as the brokerd fixture does today (`brokers/_daemon.py:105-121`): `assert not feed._bus`, open service nursery, `feed.get_feed_bus(brokername, service_nursery)`, `ctx.started()`, `sleep_forever()`.
-- `datad_init(brokername, ...)` — mirrors `broker_init()` (`brokers/_daemon.py:132`): actor name `f'datad.{brokername}'`, copies backend `_spawn_kwargs` (**critical for ib infect_asyncio**), builds `enable_modules` from `getattr(brokermod, '_datad_mods', getattr(brokermod, '__enable_modules__', []))`.
-- `spawn_datad(brokername, ...)` — mirrors `spawn_brokerd()` (`brokers/_daemon.py:202`): `Services.actor_n.start_actor(dname, enable_modules=_datad_service_mods + backend_mods, ...)` + `Services.start_service_task(dname, portal, _setup_persistent_datad, ...)`.
-- `maybe_spawn_datad(brokername, ...)` — wraps `maybe_spawn_daemon(service_name=f'datad.{brokername}', service_task_target=spawn_datad, ...)` exactly like `maybe_spawn_brokerd` (`brokers/_daemon.py:256`).
-
-Supporting edits:
-
-- `piker/service/_actor_runtime.py:156`: add `'piker.data._daemon'` to `_root_modules` (keep `'piker.brokers._daemon'`).
-- `piker/service/__init__.py`: re-export `spawn_datad`/`maybe_spawn_datad` next to the brokerd ones (`:56-57`).
-- `tests/test_services.py`: new `test_datad_spawn` — `open_test_pikerd` + `maybe_spawn_datad('kraken')` + `ensure_service('datad.kraken')`. (Do NOT route a feed through it yet — `open_feed_bus`'s assert still says brokerd.)
-
-**Gate**: suite green + new spawn test; nothing routes through datad yet.
-
-## Stage 2 — clearing layer: emsd self-spawns brokerd (decouple from `feed.portals`)
-
-Sequenced BEFORE the feed cutover so live trading works at every boundary (otherwise `feed.portals` would hand emsd a datad portal).
-
-`piker/clearing/_ems.py`:
-
-1. `open_brokerd_dialog()` (`:336`) new signature: `(brokermod, exec_mode, fqme=None, portal: tractor.Portal|None = None, loglevel=None)`. Internals: keep trades-ep detection (`:400-417`); acquire the brokerd actor ONLY when a live ep will actually open, via a small inner `@acm _acquire_live_portal()` that yields the passed `portal` if given (the `piker ledger` path) else `async with maybe_spawn_brokerd(brokermod.name, loglevel=loglevel)` — **the single place brokerd boots post-split**. Move the eager `portal.open_context(trades_endpoint, ...)` construction (`:425`) inside that block; the paper short-circuit (`:432`) never touches it.
-2. `Router.maybe_open_brokerd_dialog()` (`:581`) — drop the `portal` param; `Router.open_trade_relays()` (`:640`) — delete `portal = feed.portals[brokermod]` (`:671`) and the pass-through (`:685`).
-3. `piker/accounting/cli.py:144`: switch to keyword form `open_brokerd_dialog(brokermod, exec_mode=..., portal=portal, loglevel=...)`.
-
-Pre-cutover this is a pure refactor: emsd's `maybe_spawn_brokerd` just *finds* the already-running brokerd via the registry.
-
-**Gate**: `tests/test_ems.py` + services suite green; manual paper order on kraken; `piker ledger` smoke.
-
-## Stage 3 — feed layer hard cutover to datad
-
-1. `piker/data/feed.py`: import `maybe_spawn_datad` (replacing `maybe_spawn_brokerd`, `:56-58`); `open_feed()` `:895` → `maybe_spawn_datad(...)` (rename `brokerd_ctxs` → `datad_ctxs`); `open_feed_bus()` `:502` → `assert 'datad' in servicename`; comment sweep.
-2. `piker/brokers/_daemon.py` `_setup_persistent_brokerd()`: slim to trading-only fixture — logging setup, `ctx.started()`, `sleep_forever()`. Drop the bus alloc, `assert not feed._bus`, the service nursery (backend `open_trade_dialog` ctxs own their task trees), the `eg.ExceptionGroup` handler, and the stale `_FeedsBus` TYPE_CHECKING import. (`piker ledger`'s ad-hoc actor enters this same slimmed fixture — exactly what it needs.)
-3. Repoint remaining data-flavored spawn sites `maybe_spawn_brokerd` → `maybe_spawn_datad`:
-   - `piker/ui/_app.py:40,57` (symbol search; optionally rename `install_brokerd_search` → `install_datad_search`, def at `piker/data/feed.py:766`)
-   - `piker/brokers/core.py:33,175` (`symbol_search`)
-   - `piker/brokers/cli.py:38,190,320` (`brokercheck`, `record`)
-   - `piker/ui/cli.py:30,72,121` (legacy kivy monitor/optschain) + best-effort `piker/ui/kivy/option_chain.py:498` `wait_for_actor('brokerd')` → `'datad'`
-4. `tests/test_services.py`: `:80,:185` `actor_name = 'datad'`; paper-mode test asserts `datad.kraken` + `paperboi.kraken` + `emsd` AND adds the headline negative check: `assert 'brokerd.kraken' not in services.service_tasks`.
-
-**Gate**: full suite with inverted assertions; manual: chart on binance/kraken shows `datad.<broker>` in `piker services` and NO brokerd; paper order fills; symbol search works; history backfill sane.
-
-## Stage 4 — caps-sec slimming, validation, ib client-id
-
-1. `piker/brokers/_daemon.py`: delete `_data_mods` (`:52`); `spawn_brokerd()` `:236` → `enable_modules=tractor_kwargs.pop('enable_modules')`; `broker_init()` `:184` reads `getattr(brokermod, '_brokerd_mods', getattr(brokermod, '__enable_modules__', []))`. Resulting brokerd enable set has no `piker.data.*` at all.
-2. Fail-fast ep validation via Stage-0 `validate.get_eps()`: `broker_init` raises a clear error when `get_eps(mod, 'brokerd')` is empty (e.g. "kucoin is datad-only — use paper mode"); `datad_init` warns analogously.
-3. ib client-id mitigation in `load_aio_clients()` (`ib/api.py:~1316`): role-based offset when `client_id` is the 6116 default (e.g. `+16` when `'datad' in tractor.current_actor().name`), optionally configurable via `brokers.toml` keys.
-4. Docs/comment sweep: resolve `brokers/_daemon.py:62` TODO, `piker/cli/__init__.py:253` TODO, daemon list in `piker/service/__init__.py:21` docstring.
-
-**Gate**: full suite; audit greps clean: `grep -rn maybe_spawn_brokerd piker/` hits only `clearing/_ems.py`, `service/__init__.py`, `brokers/_daemon.py`; no spawn-path `'brokerd'` literals left in `piker/data`, `piker/ui`, `piker/brokers/cli.py`.
-
----
-
-## Risk register
-
-| Risk | Sev | Mitigation |
-|---|---|---|
-| ib: `datad.ib` + `brokerd.ib` both connect to TWS/gw; `client_id=6116` collision burns `connect_timeout` retries | High (live ib only) | Stage 4 role-based id offset; both daemons inherit `infect_asyncio` via `_spawn_kwargs` copy in both init fns |
-| `piker ledger` ad-hoc actor path silently broken by signature change | Med | `portal:` override kept on `open_brokerd_dialog` (Stage 2); explicit smoke test |
-| datad-only backends (kucoin/deribit) → useless brokerd spawn | Low | already covered: `open_brokerd_dialog` forces `exec_mode='paper'` when no trades ep (`_ems.py:413-417`) BEFORE the lazy spawn; Stage 4 fail-fast |
-| brokerd in-process symbology/ledger needs (ib `broker.py` imports `.symbols`; kraken uses `stream_messages`) | None | verified pure in-process imports; `enable_modules` gates RPC only |
-| paper-mode test asserts brokerd spawns (`test_services.py:237`) | Low | Stage 3 deliberately inverts it |
-| doubled per-broker clients (HTTP/WS, symcache loads) | Low | each actor already opens its own WS today; symcache is disk-read-mostly |
-
-## Verification (per stage gates above, plus end-to-end)
-
-- `pytest tests/test_services.py tests/test_feeds.py tests/test_ems.py` at every stage (kraken/binance public endpoints, no creds needed).
-- Manual smoke matrix post-Stage-3: `pikerd -l info` + `piker chart btcusdt.spot.binance` → `piker services` shows `datad.binance`, no brokerd; submit paper order → `paperboi.binance` appears, still no brokerd; symbol search; `piker ledger <broker>.paper`.
-- If ib creds/gateway available: live ib chart + small live order to exercise dual-actor client-id path (Stage 4).
-
-## Critical files
-
-- **new** `piker/data/_daemon.py` — all datad machinery
-- `piker/brokers/_daemon.py` — slimmed brokerd fixture/init/spawn
-- `piker/data/feed.py` — spawn cutover + actor-name assert
-- `piker/clearing/_ems.py` — emsd lazy brokerd spawn (`open_brokerd_dialog`, `Router`)
-- `piker/service/_actor_runtime.py`, `piker/service/__init__.py` — root mods + re-exports
-- `piker/data/validate.py` — `get_eps()` helper
-- backend `__init__.py`s (kraken/binance/deribit/ib) — `_datad_mods`/`_brokerd_mods`
-- `piker/accounting/cli.py` — keyword-form dialog call
-- `tests/test_services.py` — inverted + new assertions

ai/opencode/README.md

@@ -1,55 +0,0 @@
-# OpenCode Integration
-
-[OpenCode](https://opencode.ai/) discovers provider-neutral skills
-directly from `.agents/skills/` and pre-migration piker skills from
-`.claude/skills/`. There is no second copy of each skill to keep in
-sync.
-
-## Available Skills
-
-| Skill | Activation | Specialization |
-|-------|------------|----------------|
-| `commit-msg` | `/commit-msg` or explicit request | Piker commit-message style and artifacts |
-| `piker-clearing-expert` | automatic | Clearing, order-control, and accounting invariants |
-| `piker-conc-expert` | automatic | `tractor` actor topology, RPC, and cancellation |
-| `piker-profiling` | automatic | Cross-actor `Profiler` instrumentation |
-| `piker-slang` | automatic | Project communication style |
-| `py-codestyle` | automatic | Python source conventions |
-| `pyqtgraph-optimization` | automatic | Batched Qt graphics rendering |
-| `timeseries-optimization` | automatic | NumPy and Polars timeseries performance |
-
-OpenCode's project command lives at
-`.opencode/commands/commit-msg.md`. It delegates to the
-shared `commit-msg` skill and only supplies command
-arguments; workflow logic remains in the skill.
-
-A user-local skill with the same name may override a repo
-skill. Treat `opencode debug skill` as authoritative when
-diagnosing which source is active.
-
-## Verify Discovery
-
-From the repository root:
-
-```console
-opencode debug skill
-opencode debug config
-```
-
-`opencode debug skill` should list the piker skills from
-the project checkout. Restart OpenCode after changing a
-skill or command because configuration-time files are not
-hot-reloaded into an active session.
-
-## Portability Rules
-
-- Use only portable Agent Skills frontmatter in shared
-  `SKILL.md` files.
-- Keep harness-specific command syntax under
-  `.opencode/commands/`.
-- Detect the active harness and model at runtime; do not
-  hardcode Claude Code attribution in shared workflows.
-- Keep supporting references beside each shared skill so
-  relative links resolve in every harness.
-- Put new provider-neutral bundles under `.agents/skills/`; use
-  relative provider links only when a harness requires one.

ai/prompt-io/README.md

@@ -1,23 +0,0 @@
-# AI Prompt I/O Log
-
-This directory tracks prompt inputs and model outputs for
-AI-assisted development across harnesses.
-
-## Policy
-
-Prompt logging follows the
-[NLNet generative AI policy][nlnet-ai]. Substantive contributions
-record the original harness, provider/model when known, timestamps,
-the prompting sequence, and an unedited `.raw.md` partner.
-
-[nlnet-ai]: https://nlnet.nl/foundation/policies/generativeAI/
-
-## Usage
-
-Entries are created by the `prompt-io` skill or its commit-message
-integration. Harness-specific records live in their corresponding
-subdirectories. Code records can reference the associated Git diff
-instead of duplicating source code.
-
-Human contributors retain responsibility for review and acceptance.
-AI-generated content is not presented as human-authored work.

ai/prompt-io/claude/20260610T170859Z_75cefe10_prompt_io.md

@@ -1,59 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-session: 32d15f9a-b2d3-4c26-bdc9-190219141a25
-timestamp: 2026-06-10T17:08:59Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T170859Z_75cefe10_prompt_io.md
-scope: code
-substantive: true
-raw_file: 20260610T170859Z_75cefe10_prompt_io.raw.md
----
-
-## Prompt
-
-Session-initiating instruction (driving all 7 commits in
-this series):
-
-> ok i want you to become the distributed runtime and
-> concurrency expert for this project - namely acquire
-> a deep understanding of tractor and how it's used.
-> then i want you to attempt to factor our current
-> brokerd service daemon into 2 daemons: a brokerd
-> which only hosts live/paper trading endpoint tasks
-> [..] a new `datad` subdaemon which in a separate
-> subactor serves all the data feed service tasks [..]
-> give me a mega detailed plan on how to approach this,
-> and a staged approach for the implementation.
-
-Proximate driver for THIS commit: during the approved
-plan's stage-0 test gate the agent discovered test
-subactors were writing into the user's REAL
-`~/.config/piker/accounting/` files (a bogus paper fill
-landed in `account.kraken.paper.toml`) because the old
-test-dir override in `config.get_app_dir()` was
-commented out and could never work in spawned
-subactors anyway. Fix applied autonomously under the
-approved plan; no explicit per-fix user prompt.
-
-## Response summary
-
-Restore `pytest` config-dir isolation by resolving the
-per-test tmp dir lazily (at conf-path access time) from
-`tractor` runtime-vars, which propagate down the actor
-tree; route all conf-path derivation through
-`config.get_conf_dir()` so the override is effective in
-every (sub)actor.
-
-## Files changed
-
-- `piker/config.py` — add `_maybe_use_test_dir()`;
-  hook in `get_conf_dir()`; route `get_conf_path()` +
-  `load()` mkdir through it
-- `piker/accounting/_ledger.py` — derive ledger dir
-  via `config.get_conf_dir()` (not the global)
-- `piker/accounting/_pos.py` — same for account files
-
-## Human edits
-
-None — committed as generated.

ai/prompt-io/claude/20260610T170859Z_75cefe10_prompt_io.raw.md

@@ -1,46 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-timestamp: 2026-06-10T17:08:59Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T170859Z_75cefe10_prompt_io.md
----
-
-NOTE: diff-ref mode entry (code committed in the same
-commit as this log); backfilled from the live dev
-session transcript per the `/prompt-io` skill rules.
-
-> `git log -1 -p --follow -- piker/config.py`
-
-Generated: `config._maybe_use_test_dir()` — lazily
-reads `piker_test_dir` from
-`tractor.runtime._state._runtime_vars['piker_vars']`
-(pre-loaded by `open_piker_runtime()` from the
-`tests.conftest._open_test_pikerd()` overrides) and
-calls `_override_config_dir()` when set. Hooked at the
-top of `get_conf_dir()`; `get_conf_path()` and
-`load()`'s dir-creation rerouted through
-`get_conf_dir()`.
-
-> `git log -1 -p --follow -- piker/accounting/_ledger.py`
-> `git log -1 -p --follow -- piker/accounting/_pos.py`
-
-Generated: ledger/account dir derivation switched from
-the `config._config_dir` module global to
-`config.get_conf_dir()` + `mkdir(parents=True,
-exist_ok=True)` for nested tmp-dir creation.
-
-Key diagnostic reasoning (verbatim from session):
-
-The old (commented-out) `get_app_dir()` override gated
-on `'pytest' in sys.modules` which can NEVER work in
-spawned subactors (fresh procs, no pytest import); as
-a result test `paperboi`/daemon actors were writing
-into the user's REAL `~/.config/piker/accounting/`
-files. Evidence: `account.kraken.paper.toml` gained a
-single 0.001 xbtusdt clear stamped 2026-06-09T18:47Z
-(a test fill), and `trades_kraken_paper.toml` (252B)
-contained only that fill. The resolution must be
-checked lazily at config-path access time (NOT import
-time) since sub-actors only receive runtime-vars once
-their `tractor` runtime has fully booted.

ai/prompt-io/claude/20260610T171022Z_4485f2b9_prompt_io.md

@@ -1,53 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-session: 32d15f9a-b2d3-4c26-bdc9-190219141a25
-timestamp: 2026-06-10T17:10:22Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T171022Z_4485f2b9_prompt_io.md
-scope: code
-substantive: true
-raw_file: 20260610T171022Z_4485f2b9_prompt_io.raw.md
----
-
-## Prompt
-
-Same session-initiating `brokerd`-split instruction (see
-`20260610T170859Z_75cefe10_prompt_io.md`). Proximate
-driver: the approved plan's per-stage test gates could
-not run AT ALL — the branch base was broken vs.
-`tractor` git `main` (`AttributeError: 'tuple' object
-has no attribute 'unwrap'` at `pikerd` boot, stale
-`arbiter_sockaddr`/`.type`/`.size` API refs). The agent
-fixed forward autonomously to (re)establish the gate
-baseline, continuing the `repair_tests` branch lineage
-(verified already merged in ancestry via `git cherry`
-during a user-requested branch-overlap survey).
-
-## Response summary
-
-Port the service layer + test suites to current
-`tractor` APIs: addr-type normalization in
-`open_pikerd()`, `query_actor()`/`wait_for_actor()`
-kwarg renames, modern self-cancel absorption semantics
-in the cancel-method test harness, exc/position attr
-renames, a paper-EMS startup-budget bump and a syntax
-fix in `.deribit.api`.
-
-## Files changed
-
-- `piker/service/_actor_runtime.py` — `wrap_address()`
-  normalize before `.unwrap()` in `open_pikerd()`
-- `piker/service/_registry.py` — `check_for_service()`
-  -> `query_actor(regaddr=)` + 2-tuple yield +
-  `open_registry(addrs=)`
-- `piker/brokers/deribit/api.py` — missing comma in
-  `tractor.trionics` import tuple
-- `tests/test_services.py` — `registry_addr=` kwarg,
-  raddr unwraps, cancel-semantics harness rewrite,
-  `fail_after` 9 -> 19s
-- `tests/test_ems.py` — `.boxed_type`, `pp.cumsize`
-
-## Human edits
-
-None — committed as generated.

ai/prompt-io/claude/20260610T171022Z_4485f2b9_prompt_io.raw.md

@@ -1,56 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-timestamp: 2026-06-10T17:10:22Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T171022Z_4485f2b9_prompt_io.md
----
-
-NOTE: diff-ref mode entry (code committed in the same
-commit as this log); backfilled from the live dev
-session transcript per the `/prompt-io` skill rules.
-
-> `git log -1 -p --follow -- piker/service/_actor_runtime.py`
-
-Generated: normalize each registry addr via
-`tractor.discovery._addr.wrap_address()` before
-`.unwrap()`-ing for the `accept_addrs` bind check —
-entries may be raw `tuple`s when passed in from (test)
-client code. Import-path precedent taken from
-`piker/cli/__init__.py:336`.
-
-> `git log -1 -p --follow -- piker/service/_registry.py`
-
-Generated: `check_for_service()` ported to
-`tractor.query_actor(name, regaddr=...)` (kwarg was
-`arbiter_sockaddr=`), unpacking the new
-`(sockaddr, portal)` yield, and passing the
-now-required `open_registry(addrs=Registry.addrs)`.
-
-> `git log -1 -p --follow -- tests/test_services.py`
-> `git log -1 -p --follow -- tests/test_ems.py`
-> `git log -1 -p --follow -- piker/brokers/deribit/api.py`
-
-Key diagnostic reasoning (verbatim from session):
-
-- the "DID NOT RAISE ContextCancelled" failure: in this
-  test the client actor IS pikerd (in-proc), and
-  current `tractor` main absorbs a `ContextCancelled`
-  whose canceller is your own actor — self-requested
-  cancels now exit cleanly instead of raising; the
-  'sigint' variant propagates a bare collapsed
-  `KeyboardInterrupt` rather than a
-  `BaseExceptionGroup`.
-- the hard-coded `trio.fail_after(9)` startup budget is
-  marginal — full stack boot (pikerd -> emsd ->
-  brokerd.kraken -> paperboi + live kraken symbology
-  fetch) occasionally exceeds 9s -> bumped to 19s.
-- `RemoteActorError.type` -> `.boxed_type`;
-  `Position.size` -> `.cumsize` (the paper engine
-  populates `BrokerdPosition.size` from `pp.cumsize`).
-- overlap survey (user-requested): all of the
-  `repair_tests` branch commits are already in this
-  stack's ancestry; this commit finishes that branch's
-  port mission (its f4c4f1e2 fixed `conftest.py`'s
-  `arbiter_sockaddr` usage; this fixes the remaining
-  `test_services.py` + `check_for_service()` sites).

ai/prompt-io/claude/20260610T171105Z_bc6e18d7_prompt_io.md

@@ -1,54 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-session: 32d15f9a-b2d3-4c26-bdc9-190219141a25
-timestamp: 2026-06-10T17:11:05Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T171105Z_bc6e18d7_prompt_io.md
-scope: code
-substantive: true
-raw_file: 20260610T171105Z_bc6e18d7_prompt_io.raw.md
----
-
-## Prompt
-
-Same session-initiating `brokerd`-split instruction (see
-`20260610T170859Z_75cefe10_prompt_io.md`); this is the
-approved plan's "stage 0" prep. Plan-shaping user
-decisions captured via in-session Q&A:
-
-- `datad.<broker>` topology: sibling of
-  `brokerd.<broker>` under `pikerd` (vs. child
-  subactor).
-- migration: hard cutover, staged by layer (no
-  dual-mode runtime flag).
-- post-split `brokerd` scope: trading-only +
-  EMS-lazy-spawned (charts/CLI never touch it).
-
-## Response summary
-
-Declare per-daemon-kind backend submod groups
-(`_datad_mods`/`_brokerd_mods`) in the split-style
-backends, keyed to the pre-existing
-`piker.data.validate._eps` contract; add a
-`validate.get_eps()` introspection helper; ws-import
-hygiene in `.kraken.broker`. Zero behavior change
-(`__enable_modules__` unions unchanged).
-
-## Files changed
-
-- `piker/data/validate.py` — add `get_eps()`
-- `piker/brokers/kraken/__init__.py` — mod groups
-- `piker/brokers/binance/__init__.py` — mod groups
-  (note: no `symbols.py`; search eps live in `.feed`)
-- `piker/brokers/deribit/__init__.py` — datad-only
-  groups (no `broker.py` yet)
-- `piker/brokers/ib/__init__.py` — add `'api'` to the
-  pre-existing `_datad_mods`
-- `piker/brokers/kraken/broker.py` — import
-  `NoBsWs`/`open_autorecon_ws` from
-  `piker.data._web_bs` directly
-
-## Human edits
-
-None — committed as generated.

ai/prompt-io/claude/20260610T171105Z_bc6e18d7_prompt_io.raw.md

@@ -1,46 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-timestamp: 2026-06-10T17:11:05Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T171105Z_bc6e18d7_prompt_io.md
----
-
-NOTE: diff-ref mode entry (code committed in the same
-commit as this log); backfilled from the live dev
-session transcript per the `/prompt-io` skill rules.
-
-> `git log -1 -p --follow -- piker/data/validate.py`
-
-Generated: `get_eps(mod, kind) -> dict[str, Callable]`
-returning the daemon-kind's ep funcs defined by a
-backend mod, keyed by ep name, missing eps excluded;
-sourced from the existing `_eps` grouping table
-(`'middleware' | 'datad' | 'brokerd'`).
-
-> `git log -1 -p --follow -- piker/brokers/kraken/__init__.py`
-> `git log -1 -p --follow -- piker/brokers/binance/__init__.py`
-> `git log -1 -p --follow -- piker/brokers/deribit/__init__.py`
-> `git log -1 -p --follow -- piker/brokers/ib/__init__.py`
-> `git log -1 -p --follow -- piker/brokers/kraken/broker.py`
-
-Key exploration findings driving the design (from the
-planning phase, 3 parallel explore agents + 1 architect
-agent):
-
-- the codebase already anticipated this split:
-  `validate._eps` groups eps into 'datad' vs 'brokerd'
-  kinds and `ib/__init__.py` already declared
-  `_brokerd_mods`/`_datad_mods`; `brokers/_daemon.py`
-  carried the literal TODO "rename the daemon to datad
-  prolly once we split up broker vs. data tasks into
-  separate actors?".
-- the feared kraken feed<->broker "shared ws state"
-  hazard is mild: `NoBsWs`/`open_autorecon_ws`
-  originate in `piker.data._web_bs` (re-exported via
-  `.kraken.feed`); only `stream_messages` is feed-local
-  and it's a pure parser — in-process imports only,
-  each actor opens its own ws conn.
-- `enable_modules` gates RPC entry, NOT python imports,
-  so backend trading mods may keep importing feed-side
-  helpers in-process post-split.

ai/prompt-io/claude/20260610T171142Z_119d2c04_prompt_io.md

@@ -1,47 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-session: 32d15f9a-b2d3-4c26-bdc9-190219141a25
-timestamp: 2026-06-10T17:11:42Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T171142Z_119d2c04_prompt_io.md
-scope: code
-substantive: true
-raw_file: 20260610T171142Z_119d2c04_prompt_io.raw.md
----
-
-## Prompt
-
-Same session-initiating `brokerd`-split instruction (see
-`20260610T170859Z_75cefe10_prompt_io.md`); this is the
-approved plan's "stage 1": introduce the `datad` daemon
-machinery additively (nothing routes through it yet).
-User-decided constraint applied: `datad.<broker>` is a
-SIBLING of `brokerd.<broker>` under `pikerd`, spawned
-via the existing `Services` + `maybe_spawn_daemon()`
-machinery.
-
-## Response summary
-
-New `piker/data/_daemon.py` hosting the
-`datad.<broker>` feed-only daemon-actor: lifetime
-fixture owning the actor-global `_FeedsBus`, init/spawn
-fns mirroring `.brokers._daemon` conventions and the
-`samplerd` sub-daemon precedent, plus root-mod
-registration, `piker.service` re-exports and a spawn
-test.
-
-## Files changed
-
-- `piker/data/_daemon.py` — NEW:
-  `_setup_persistent_datad()`, `datad_init()`,
-  `spawn_datad()`, `maybe_spawn_datad()`,
-  `_datad_service_mods`
-- `piker/service/_actor_runtime.py` — add
-  `piker.data._daemon` to `_root_modules`
-- `piker/service/__init__.py` — re-export spawn eps
-- `tests/test_services.py` — add `test_datad_spawn`
-
-## Human edits
-
-None — committed as generated.

ai/prompt-io/claude/20260610T171142Z_119d2c04_prompt_io.raw.md

@@ -1,60 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-timestamp: 2026-06-10T17:11:42Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T171142Z_119d2c04_prompt_io.md
----
-
-NOTE: diff-ref mode entry (code committed in the same
-commit as this log); backfilled from the live dev
-session transcript per the `/prompt-io` skill rules.
-
-> `git log -1 -p --follow -- piker/data/_daemon.py`
-
-Generated symbols + key design decisions:
-
-- `_datad_service_mods: list[str]` — datad-always
-  enabled mods, the data-side successor to the old
-  `piker.brokers._daemon._data_mods` set; kept minimal
-  per the caps-sec model.
-- `_setup_persistent_datad()` — `@tractor.context`
-  lifetime fixture: console-log setup then allocates
-  the actor-global feed bus via
-  `feed.get_feed_bus(brokername, service_nursery)`
-  exactly as the old brokerd fixture did, pinned open
-  with `ctx.started()` + `sleep_forever()`.
-- `datad_init()` — actor name `f'datad.{brokername}'`;
-  copies backend `_spawn_kwargs` (CRITICAL for `ib`'s
-  `infect_asyncio=True`); builds `enable_modules` from
-  `getattr(brokermod, '_datad_mods',
-  getattr(brokermod, '__enable_modules__', []))` as
-  the flat-backend fallback.
-- `spawn_datad()` — `Services.actor_n.start_actor()` +
-  `Services.start_service_task()` exactly mirroring
-  `spawn_brokerd()`; dedup-composes enable mods via
-  `list(dict.fromkeys(...))`.
-- `maybe_spawn_datad()` — wraps `maybe_spawn_daemon(
-  service_name=f'datad.{brokername}', ...)`.
-
-> `git log -1 -p --follow -- piker/service/_actor_runtime.py`
-> `git log -1 -p --follow -- piker/service/__init__.py`
-> `git log -1 -p --follow -- tests/test_services.py`
-
-Design rationale (verbatim from session):
-
-- `_root_modules` must gain `piker.data._daemon` so
-  `pikerd_portal.run(spawn_datad, ...)` resolves in
-  the root.
-- the `Services`-based impl style deliberately mirrors
-  `spawn_brokerd()` so the eventual `tractor.hilevel`
-  `ServiceMngr` port (see the `service_mng_to_tractor`
-  branch's d8c21d44 prep, surfaced by the
-  user-requested branch-overlap survey) lands
-  symmetrically on both spawn fns.
-- mod placement (`piker/data/_daemon.py` vs.
-  generalizing `piker.brokers._daemon`) follows the
-  per-subsystem daemon-mod convention
-  (`.clearing._ems`, `.data._sampling`) and resolves
-  the existing TODO at `brokers/_daemon.py:49` ("move
-  this def to the `.data` subpkg").

ai/prompt-io/claude/20260610T171226Z_64181219_prompt_io.md

@@ -1,47 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-session: 32d15f9a-b2d3-4c26-bdc9-190219141a25
-timestamp: 2026-06-10T17:12:26Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T171226Z_64181219_prompt_io.md
-scope: code
-substantive: true
-raw_file: 20260610T171226Z_64181219_prompt_io.raw.md
----
-
-## Prompt
-
-Same session-initiating `brokerd`-split instruction (see
-`20260610T170859Z_75cefe10_prompt_io.md`); this is the
-approved plan's "stage 2": decouple the clearing layer
-from `feed.portals` BEFORE the feed cutover so live
-trading works at every stage boundary. User-decided
-constraint applied: post-split `brokerd` is
-trading-only and spawned LAZILY only by `emsd`'s
-`open_brokerd_dialog()` path.
-
-## Response summary
-
-Kill the single coupling forcing feed + trading eps
-into one actor (`Router.open_trade_relays()` pulling
-its trades portal from `feed.portals[brokermod]`):
-`open_brokerd_dialog()` now (maybe) spawns/finds
-`brokerd.<broker>` itself and ONLY when a live
-trades-ep will actually open; paper mode never touches
-it. Pre-cutover this is a pure refactor (registry
-lookup finds the same feed-spawned daemon).
-
-## Files changed
-
-- `piker/clearing/_ems.py` — `open_brokerd_dialog()`
-  re-sig + inner `acquire_live_portal()`;
-  `Router.maybe_open_brokerd_dialog()` drops `portal`
-  param; `open_trade_relays()` drops the
-  `feed.portals` lookup
-- `piker/accounting/cli.py` — keyword-form `portal=`
-  override kept for the `piker ledger` ad-hoc actor
-
-## Human edits
-
-None — committed as generated.

ai/prompt-io/claude/20260610T171226Z_64181219_prompt_io.raw.md

@@ -1,43 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-timestamp: 2026-06-10T17:12:26Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T171226Z_64181219_prompt_io.md
----
-
-NOTE: diff-ref mode entry (code committed in the same
-commit as this log); backfilled from the live dev
-session transcript per the `/prompt-io` skill rules.
-
-> `git log -1 -p --follow -- piker/clearing/_ems.py`
-
-Generated: new `open_brokerd_dialog()` signature
-`(brokermod, exec_mode, fqme=None, portal=None,
-loglevel=None)` with an inner `@acm
-acquire_live_portal()` that yields the caller-provided
-`portal` override (the `piker ledger` path) else
-`maybe_spawn_brokerd(brokermod.name)` — designated THE
-one place a live, credentialed `brokerd.<broker>` gets
-booted post-split. The eager
-`portal.open_context(trades_endpoint, ...)`
-construction moved inside that block so the paper
-short-circuit never acquires a live portal.
-
-> `git log -1 -p --follow -- piker/accounting/cli.py`
-
-Key analysis (verbatim from session):
-
-- `feed.portals` had exactly ONE trading consumer:
-  `piker/clearing/_ems.py:671` (`portal =
-  feed.portals[brokermod]`) — the single coupling
-  forcing feed + trading into one actor.
-- `piker ledger` (`accounting/cli.py:100-157`) is a
-  hidden consumer: it calls `broker_init()` directly,
-  spawns its own ad-hoc actor and passes the portal
-  positionally — the new signature must keep an
-  explicit `portal:` override param for this path.
-- stage sequencing: clearing decouple lands BEFORE the
-  feed cutover, otherwise `feed.portals` would hand
-  emsd a `datad` portal and live `open_trade_dialog`
-  RPC would fail.

ai/prompt-io/claude/20260610T171259Z_59d5d9a6_prompt_io.md

@@ -1,48 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-session: 32d15f9a-b2d3-4c26-bdc9-190219141a25
-timestamp: 2026-06-10T17:12:59Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T171259Z_59d5d9a6_prompt_io.md
-scope: code
-substantive: true
-raw_file: 20260610T171259Z_59d5d9a6_prompt_io.raw.md
----
-
-## Prompt
-
-Same session-initiating `brokerd`-split instruction (see
-`20260610T170859Z_75cefe10_prompt_io.md`); this is the
-approved plan's "stage 3": the feed-layer hard cutover
-(user-decided: no dual-mode runtime flag, each stage
-lands fully working).
-
-## Response summary
-
-The topology flip: all data-feed consumers route to
-`datad.<broker>`; the `brokerd` lifetime fixture slims
-to trading-only; UI/CLI data-flavoured spawn sites
-repointed; test expectations inverted incl. an explicit
-negative assert that paper sessions spawn NO
-`brokerd.<broker>`.
-
-## Files changed
-
-- `piker/data/feed.py` — `open_feed()` ->
-  `maybe_spawn_datad()`; `open_feed_bus()` actor-name
-  assert -> `'datad'`; `install_brokerd_search` ->
-  `install_datad_search`; comment sweep
-- `piker/brokers/_daemon.py` —
-  `_setup_persistent_brokerd()` slimmed (feed-bus
-  alloc moved to the datad fixture)
-- `piker/ui/_app.py`, `piker/ui/cli.py`,
-  `piker/brokers/core.py`, `piker/brokers/cli.py`,
-  `piker/ui/kivy/option_chain.py` — spawn-site
-  repoints
-- `tests/test_services.py` — datad assertions + the
-  no-`brokerd.kraken` negative check
-
-## Human edits
-
-None — committed as generated.

ai/prompt-io/claude/20260610T171259Z_59d5d9a6_prompt_io.raw.md

@@ -1,54 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-timestamp: 2026-06-10T17:12:59Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T171259Z_59d5d9a6_prompt_io.md
----
-
-NOTE: diff-ref mode entry (code committed in the same
-commit as this log); backfilled from the live dev
-session transcript per the `/prompt-io` skill rules.
-
-> `git log -1 -p --follow -- piker/data/feed.py`
-
-Generated: `open_feed()` spawn cutover with the
-`maybe_spawn_datad` import done "relative-direct" from
-`._daemon` — NOT via `piker.service` — to dodge a
-partial-init cycle: when `piker.data.feed` loads as
-part of `piker.service.__init__` executing its own
-`piker.data._daemon` import, the service pkg is
-mid-init and its `maybe_spawn_datad` binding does not
-exist yet. The `open_feed_bus()` local-state sanity
-assert flips `'brokerd' in servicename` ->
-`'datad' in servicename` (the only actor-name assert
-in the tree, verified by grep).
-
-> `git log -1 -p --follow -- piker/brokers/_daemon.py`
-
-Generated: `_setup_persistent_brokerd()` slimmed to
-console-log setup + pinned-open ctx; drops the bus
-alloc, the `assert not feed._bus`, the service nursery
-(backend `open_trade_dialog()` ctxs own their task
-trees) and the `eg.ExceptionGroup` handler. The
-`piker ledger` ad-hoc actor enters this same slimmed
-fixture — exactly what it needs.
-
-> `git log -1 -p --follow -- piker/ui/_app.py`
-> `git log -1 -p --follow -- piker/ui/cli.py`
-> `git log -1 -p --follow -- piker/brokers/core.py`
-> `git log -1 -p --follow -- piker/brokers/cli.py`
-> `git log -1 -p --follow -- piker/ui/kivy/option_chain.py`
-> `git log -1 -p --follow -- tests/test_services.py`
-
-Verification (from session): per-suite gates green at
-this commit (services 5-passed incl. the new negative
-assert, feeds 3-passed); a headless live smoke
-(`maybe_open_pikerd` + `open_feed(['xbtusdt.kraken'])`
-on an alt registry port) confirmed quotes flowing via
-`datad.kraken` + `samplerd` with `check_for_service(
-'brokerd.kraken') is None`. Known pre-existing flake
-documented: `test_multi_fill_positions`' second
-in-proc runtime boot wedges ~50% (zombie subactor w/
-unread parent-IPC bytes); reproduced with the split
-fully reverted so NOT a regression of this work.

ai/prompt-io/claude/20260610T171344Z_eee19de0_prompt_io.md

@@ -1,43 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-session: 32d15f9a-b2d3-4c26-bdc9-190219141a25
-timestamp: 2026-06-10T17:13:44Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T171344Z_eee19de0_prompt_io.md
-scope: code
-substantive: true
-raw_file: 20260610T171344Z_eee19de0_prompt_io.raw.md
----
-
-## Prompt
-
-Same session-initiating `brokerd`-split instruction (see
-`20260610T170859Z_75cefe10_prompt_io.md`); this is the
-approved plan's final "stage 4": caps-sec slimming of
-the (live, credentialed) trading actor + the `ib`
-dual-daemon `client_id` collision mitigation flagged in
-the plan's risk register.
-
-## Response summary
-
-`brokerd` loses ALL `piker.data.*` (feed) RPC mods;
-spawn fails fast for datad-only backends with a "use
-paper-mode" error; `ib`'s default api-gw `client_id`
-gets a per-daemon-kind offset so `datad.ib` +
-`brokerd.ib` don't collide on connect.
-
-## Files changed
-
-- `piker/brokers/_daemon.py` — `_data_mods` -> minimal
-  `_brokerd_service_mods`; `broker_init()` reads
-  `_brokerd_mods` (fallback `__enable_modules__`);
-  `spawn_brokerd()` fail-fast via `validate.get_eps()`
-- `piker/brokers/ib/api.py` — role-based `client_id`
-  offset in `load_aio_clients()`
-- `piker/cli/__init__.py` — resolved "expose datad"
-  TODO
-
-## Human edits
-
-None — committed as generated.

ai/prompt-io/claude/20260610T171344Z_eee19de0_prompt_io.raw.md

@@ -1,41 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-timestamp: 2026-06-10T17:13:44Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T171344Z_eee19de0_prompt_io.md
----
-
-NOTE: diff-ref mode entry (code committed in the same
-commit as this log); backfilled from the live dev
-session transcript per the `/prompt-io` skill rules.
-
-> `git log -1 -p --follow -- piker/brokers/_daemon.py`
-
-Generated: the fail-fast originally landed in
-`broker_init()` but was relocated to `spawn_brokerd()`
-mid-implementation after realizing `piker ledger`
-calls `broker_init()` directly even for paper accounts
-on datad-only backends (would have crashed the cli);
-the service-spawn path is the correct enforcement
-seam. Error text:
-
-  Backend 'kucoin' offers NO `brokerd` (live
-  order-control) eps!? It is likely a datad-only
-  provider, use paper-mode for clearing instead.
-
-(verified live via a `trio.run()` unit check.)
-
-> `git log -1 -p --follow -- piker/brokers/ib/api.py`
-
-Generated: in `load_aio_clients()`, when `client_id`
-is the 6116 default: `datad`-named actors offset +16
-(disjoint from `brokerd`'s linear `client_id + i`
-retry range), other non-`brokerd` (ad-hoc test/cli)
-actors +32. Rationale from the plan's risk register:
-post-split BOTH per-broker daemons connect to the same
-TWS/gw endpoint; a shared default id collides and
-burns up to `connect_timeout * retries` (90s) in
-retry cycles.
-
-> `git log -1 -p --follow -- piker/cli/__init__.py`

ai/prompt-io/claude/20260610T173309Z_f15f8178_prompt_io.md

@@ -1,66 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-session: 32d15f9a-b2d3-4c26-bdc9-190219141a25
-timestamp: 2026-06-10T17:33:09Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T173309Z_f15f8178_prompt_io.md
-scope: docs
-substantive: true
-raw_file: 20260610T173309Z_f15f8178_prompt_io.raw.md
----
-
-## Prompt
-
-The session-initiating instruction, verbatim (this doc
-IS its "mega detailed plan" deliverable):
-
-> ok i want you to become the distributed runtime and
-> concurrency expert for this project - namely acquire
-> a deep understanding of tractor and how it's used.
-> then i want you to atttempt to factor our current
-> brokerd service daemon into 2 daemons:
->
-> - a brokerd which only hosts live/paper trading
->   endoint tasks as defined namely within all
->   piker/brokers/<backend>/broker.py mods
-> - a new `datad` subdaemon which in a separate
->   subactor serves all the data feed service tasks
->   namely delivered by endpoints in
->   piker/brokers/<backend>/feed.py (or similar for
->   less mature backends) and as more rigorously
->   defined by the validation machinery in
->   piker.data.validate.
->
-> give me a mega detailed plan on how to approach
-> this, and a staged approach for the implementation.
-
-Plan-shaping user decisions (in-session Q&A): sibling
-topology under `pikerd`; hard cutover staged by layer;
-trading-only EMS-lazy-spawned `brokerd`. The human
-staged the doc copy into `ai/claude-code/plans/` and
-requested this commit after the 7 implementation
-commits landed.
-
-## Response summary
-
-The staged design doc for the `brokerd` -> (`datad` +
-`brokerd`) split: context, target supervision topology,
-load-bearing verified facts, per-stage file-level
-changes with gates, risk register and an end-to-end
-verification matrix. Produced via 3 parallel explore
-agents + 1 architect agent + human Q&A before any code
-was written; all 7 implementation commits in this
-branch reference its stages in their provenance
-entries.
-
-## Files changed
-
-- `ai/claude-code/plans/datad_service.md` — the design
-  plan doc (human-staged copy of the AI-authored plan)
-
-## Human edits
-
-None to the doc content — committed as generated. NB:
-the implementation deviated from the plan-as-written in
-4 places, see the raw file's deviation log.

ai/prompt-io/claude/20260610T173309Z_f15f8178_prompt_io.raw.md

@@ -1,51 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-timestamp: 2026-06-10T17:33:09Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T173309Z_f15f8178_prompt_io.md
----
-
-NOTE: diff-ref mode entry; the AI output here is the
-committed doc itself (a design plan, not code) so no
-verbatim copy is duplicated:
-
-> `git log -1 -p --follow -- ai/claude-code/plans/datad_service.md`
-
-## Implementation deviation log
-
-Where the landed 7-commit series differs from the plan
-as written (recorded for reviewer transparency; the
-plan doc is committed unmodified):
-
-1. Commit ordering: the `pytest` config-dir isolation
-   fix lands BEFORE the `tractor`-API drift port. The
-   plan's stage gates assumed a runnable+isolated test
-   baseline; per-commit gating exposed that without
-   isolation the paper-EMS test reads the user's real
-   (polluted) `account.kraken.paper.toml` and reddens.
-2. The plan's "stage 0: full pytest green" gate
-   required first repairing pre-existing branch
-   breakage vs `tractor` git `main` (boot
-   `AttributeError`, stale discovery/exc/position
-   APIs) — that repair became its own commit
-   ("Port service+tests to latest `tractor` APIs")
-   rather than plan-stage work.
-3. Stage-4 fail-fast placement: the plan said
-   `broker_init()` raises on brokerd-ep-less backends;
-   implementation moved the raise to `spawn_brokerd()`
-   since `piker ledger` calls `broker_init()` directly
-   even for paper accounts on datad-only backends.
-4. `brokers/_daemon.py` change grouping: the
-   import-cleanup hunks (`exceptiongroup`, `_FeedsBus`
-   type-only import) landed with the caps-sec slim
-   commit instead of the fixture-slim commit, keeping
-   each intermediate tree import-clean without
-   sub-hunk surgery.
-
-Also of record: the plan's "Verification" matrix was
-executed as written (per-suite gates each stage, the
-headless datad-feed smoke, the kucoin fail-fast unit
-check); the known pre-existing ~50% second-runtime-boot
-test wedge was characterized and excluded as a
-regression via revert-testing.

ai/prompt-io/claude/20260610T213549Z_f084e899_prompt_io.md

@@ -1,60 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-session: 32d15f9a-b2d3-4c26-bdc9-190219141a25
-timestamp: 2026-06-10T21:35:49Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T213549Z_f084e899_prompt_io.md
-scope: code
-substantive: true
-raw_file: 20260610T213549Z_f084e899_prompt_io.raw.md
----
-
-## Prompt
-
-User bug report from live `ib` testing of the
-(datad|brokerd)-split branch:
-
-> ok doing some testing and noticing live orders do not
-> work otb, pikerd show this on live submission,
-> [pdb traceback: `RuntimeError("Can not order
-> {symbol}, no live feed?")` at `ib/api.py:1152`
-> `submit_limit()` with `self._contracts == {}` in the
-> `brokerd.ib` actor + a `TrioTaskExited` teardown
-> cascade]
-
-Follow-up user direction fixing the design intent:
-
-> i think the main thing here is that [brokerd] should
-> be able to always submit orders without a live feed
-> being up and registered in the same subactor right?
-
-## Response summary
-
-Root cause: pre-split the feed code populated the
-actor-local `Client._contracts` cache (via
-`get_mkt_info()` writing `mkt.bs_fqme` keys) in the
-SAME process as order submission; post-split the
-trading actor's client is never warmed. Fix: lazily
-qualify + cache the contract per order request in
-`handle_order_requests()` by running the same
-`get_mkt_info(fqme, proxy=...)` ep the feed side uses,
-plus per-order error relay (`BrokerdError`) so one bad
-submission can't crash the whole trades dialog (the
-`TrioTaskExited` storm was teardown cascade from the
-original raise).
-
-## Files changed
-
-- `piker/brokers/ib/broker.py` — thread `proxies` into
-  `handle_order_requests()`; lazy contract qualify on
-  cache-miss; guard `submit_limit()` w/ `BrokerdError`
-  relay; uncomment the (anticipatory) `get_mkt_info`
-  import
-- `piker/brokers/ib/api.py` — fix the non-f-string
-  raise msg + document the new qualification contract
-
-## Human edits
-
-None — committed as generated. Live `ib` order retest
-performed by the human post-commit.

ai/prompt-io/claude/20260610T213549Z_f084e899_prompt_io.raw.md

@@ -1,57 +0,0 @@
----
-model: claude-fable-5[1m]
-service: claude
-timestamp: 2026-06-10T21:35:49Z
-git_ref: datad_service
-diff_cmd: git log -1 -p --follow -- ai/prompt-io/claude/20260610T213549Z_f084e899_prompt_io.md
----
-
-NOTE: diff-ref mode entry (code committed in the same
-commit as this log); recorded from the live debug
-session per the `/prompt-io` skill rules.
-
-> `git log -1 -p --follow -- piker/brokers/ib/broker.py`
-> `git log -1 -p --follow -- piker/brokers/ib/api.py`
-
-Key diagnostic chain (from session):
-
-- pdb showed `Client._contracts == {}` inside
-  `brokerd.ib`'s `submit_limit()`; the cache has
-  exactly TWO write sites: `Client.find_contracts()`
-  (api.py, keys `f'{sym}.{exch}.ib'`) and
-  `symbols.get_mkt_info()` (key `mkt.bs_fqme`, eg.
-  'nvda.nasdaq' — NO `.ib` suffix).
-- `BrokerdOrder.symbol` arrives as the bs_fqme form
-  ('nvda.nasdaq') so ONLY the `get_mkt_info()` write
-  site produces the key `submit_limit()` reads —
-  ie. pre-split it was the feed's in-proc
-  `get_mkt_info(sym, proxy=proxy)` call keeping orders
-  working, NOT `find_contracts()`.
-- the existing TODO at `symbols.py:642-644` literally
-  predicted this: "this is going to be problematic
-  if/when we split out the datad vs. brokerd actors
-  since the mktmap lookup table will now be
-  inaccessible.."
-- instance identity verified: `proxy._aio_ns` IS the
-  same `Client` obj as `_accounts2clients[account]`
-  (both sourced from the `load_aio_clients()` cache via
-  `open_client_proxies()`), so a brokerd-side
-  `get_mkt_info(fqme, proxy=proxies[account])` warms
-  exactly the dict `submit_limit()` reads. It also
-  populates `client._cons2mkts` which the
-  position-audit path (`broker.py` backup-table code)
-  needs in this actor anyway.
-- the `TrioTaskExited` storm in the user's log
-  (`recv_trade_updates`, `open_aio_client_method_relay`
-  aio tasks) is teardown cascade: the raise crashed
-  `handle_order_requests` -> nursery teardown ripped
-  the trio sides of still-running aio relay tasks.
-  Hence the added per-order try/except ->
-  `BrokerdError` relay hardening so a single bad
-  submission degrades to an EMS error msg instead of
-  killing the backend's entire order-ctl dialog.
-
-Verification: `tests/test_services.py` (5 passed) +
-`tests/test_ems.py` (6 passed) regression-green; live
-`ib` submission retest delegated to the human (needs a
-running TWS/gw).

ai/prompt-io/claude/README.md

@@ -1,34 +0,0 @@
-# AI Prompt I/O Log — claude
-
-This directory tracks prompt inputs and model
-outputs for AI-assisted development using
-`claude` (claude-code CLI).
-
-## Policy
-
-Prompt logging follows the
-[NLNet generative AI policy][nlnet-ai].
-All substantive AI contributions are logged
-with:
-- Model name and version
-- Timestamps
-- The prompts that produced the output
-- Unedited model output (`.raw.md` files)
-
-[nlnet-ai]: https://nlnet.nl/foundation/policies/generativeAI/
-
-## Usage
-
-Entries are created by the `/prompt-io` skill
-or automatically via `/commit-msg` integration.
-
-Each commit carrying AI-generated changes links
-to its provenance entry via a `Prompt-IO:`
-commit-msg trailer; entries use "diff-ref mode"
-(pointers into `git log -p` instead of verbatim
-code copies) to avoid duplicating committed
-code.
-
-Human contributors remain accountable for all
-code decisions. AI-generated content is never
-presented as human-authored work.

ai/prompt-io/codex/20260915T155229Z_fadab3d2_prompt_io.md

@@ -1,36 +0,0 @@
----
-model: gpt-6 (exact variant not exposed)
-service: codex
-session: fsp-session-recovery-takeover-20260915
-timestamp: 2026-09-15T15:52:29Z
-git_ref: fadab3d2
-scope: code
-substantive: true
-raw_file: 20260915T155229Z_fadab3d2_prompt_io.raw.md
----
-
-## Prompt
-
-Recover the interrupted OpenCode FSP session and take over its ongoing
-work. The recovered child instruction records human authorization for
-the minimal EMA omitted-default fix followed by a complete commit plan.
-
-## Response summary
-
-Removed the eager Numba signature that rejected Python's omitted
-default arguments. Preserved nopython/nogil compilation and numerical
-behavior. Added nine numerical regressions and verified all 38 focused
-FSP cases. Rebuilt planning artifacts separately from production code.
-
-## Files changed
-
-- `piker/fsp/_momo.py`: drop the eager signature and unused type imports.
-- `tests/test_fsp_momo.py`: omitted/explicit argument and seed coverage.
-
-## Human edits
-
-The human identified the omitted-default limitation in the earlier
-session, authorized the minimal lazy-specialization approach, and
-requested this takeover after OpenCode failed. Existing source changes
-and older OpenCode provenance were retained. The new fix remains
-unstaged and awaits human review; no acceptance is inferred.

ai/prompt-io/codex/20260915T155229Z_fadab3d2_prompt_io.raw.md

@@ -1,50 +0,0 @@
----
-model: gpt-6 (exact variant not exposed)
-service: codex
-timestamp: 2026-09-15T15:52:29Z
-git_ref: fadab3d2
-diff_cmd: git diff HEAD~1..HEAD
----
-
-## Prompt
-
-> i'm thinking maybe you can just take over that work and we can
-> abandon that oc dialog for now?
-
-Recovered child-session instructions describe the earlier human
-authorization to remove EMA's eager Numba signature while retaining
-`jit(nopython=True, nogil=True)`, verify defaults, and finish the commit
-plan without staging or committing. This is recovered context, not a
-verbatim quote of the earlier human authorization.
-
-## Response
-
-> `git diff HEAD~1..HEAD -- piker/fsp/_momo.py`
-
-Removed EMA's eager Numba signature and now-unused Numba type imports.
-Retained nopython/nogil compilation, the numerical kernel, historical
-comments, and pre-existing staged and unstaged edits.
-
-> `git diff HEAD~1..HEAD -- tests/test_fsp_momo.py`
-
-Added production-dispatcher regressions for omitted positional and
-keyword arguments, explicit None and numeric parameters, and the
-previously corrected one-sample continuation. Expected outputs are
-hand-computed recurrences, rather than the Python implementation.
-
-Before the fix, the first case failed with:
-
-```text
-TypeError: No matching definition for argument type(s)
-array(float64, 1d, C), omitted(default=None), omitted(default=None)
-```
-
-After the fix, the focused run outside the socket-restricted sandbox
-reported:
-
-```text
-38 passed in 0.66s
-```
-
-Ruff passed for the modified momentum module and new regression file.
-Combined-worktree results do not attest to isolated commit boundaries.

ai/prompt-io/codex/20260923T164656Z_efa72980_prompt_io.md

@@ -1,64 +0,0 @@
----
-model: gpt-6 (exact variant not exposed)
-service: codex
-timestamp: 2026-09-23T16:46:56.830897+00:00
-git_ref: efa72980
-session: 01a0a5b9-f872-7ca3-ab8a-d1cffc14e895
-scope: code
-substantive: true
-raw_file: 20260923T164656Z_efa72980_prompt_io.raw.md
----
-
-## Prompt
-
-Investigate existing branch fixes before repairing IB day-skipping.
-Create an isolated worktree on ib_connectivity_harden and add a test
-that checks actual persisted data, leaving live gap repair for later.
-
-## Response summary
-
-Preserve IB request boundaries on HMDS no-data responses. Retain the
-existing earliest-history classification and bounded reset handling.
-Separate requested and published boundaries during backfill so the
-first response after an empty interval does not lose its end bar.
-Prove supplied bars survive both SHM publication and a fresh parquet
-load while a simulated venue closure remains empty.
-
-## Files changed
-
-- `piker/brokers/ib/feed.py`: complete HMDS no-data requests unchanged.
-- `piker/tsp/_history.py`: filter overlap against published history.
-- `tests/test_ib_history.py`: six empty-response boundary cases.
-- `tests/test_history_backfill.py`: two SHM/parquet integration cases.
-
-## Human edits
-
-The human identified the live gap, required prior-branch discovery,
-selected ib_connectivity_harden as the base, and requested stronger
-end-to-end evidence. They corrected overstated reproduction claims,
-insisted on plain explanations, and pointed out that valid venue
-closures must remain gaps. Existing data repair was explicitly deferred.
-No direct human source edits have been observed; changes await review.
-
-## Review follow-up
-
-The human's tuicr review asked whether None was part of the backfill
-protocol and requested plain explanations of the two dates and overlap
-filter. Clarified the IB-internal empty-response sentinel and its
-translation into NoData/DataUnavailable before reaching the backfiller.
-Renamed last_start_dt to request_end_dt and published_start_dt to
-oldest_shm_dt. Added a concrete empty-interval example at the filter and
-explained that only successful SHM writes move oldest_shm_dt.
-These changes clarify naming and documentation without changing the
-previously tested request or publication behavior.
-
-## History-filter review follow-up
-
-The human flagged the unused append_until_dt argument and confusing
-append/prepend terminology in diff_history(). The helper had one
-caller, using only prepend_until_dt. Removed the helper and inlined
-its inclusive lower-time cutoff beside the SHM duplicate filter.
-The human's nearby TODO comment is resolved by this removal; the
-replacement comment describes the retained timestamps directly.
-The storage comparison remains >= backfill_until_dt; the SHM
-comparison remains < oldest_shm_dt.

ai/prompt-io/codex/20260923T164656Z_efa72980_prompt_io.raw.md

@@ -1,87 +0,0 @@
----
-model: gpt-6 (exact variant not exposed)
-service: codex
-timestamp: 2026-09-23T16:46:56.830897+00:00
-git_ref: efa72980
-diff_cmd: git diff efa72980 -- piker/brokers/ib/feed.py piker/tsp/_history.py tests/test_ib_history.py tests/test_history_backfill.py
----
-
-## Prompt
-
-The human requested the IB request-boundary repair in a new worktree
-based on ib_connectivity_harden and a test exercising real persistence.
-The existing MNQ parquet gap is outside this repair scope.
-
-## Code output
-
-> `git diff efa72980 -- piker/brokers/ib/feed.py`
-
-> `git diff efa72980 -- piker/tsp/_history.py`
-
-> `git diff efa72980 -- tests/test_ib_history.py`
-
-> `git diff efa72980 -- tests/test_history_backfill.py`
-
-get_bars() now completes HMDS no-data responses without changing the
-requested date. open_history_client() retains its NoData and earliest
-history classification. start_backfill() tracks the published boundary
-separately from the request cursor after empty intervals.
-
-## Unedited progress output
-
-The new test failed on the original code as intended: the
-temporary parquet contained only 4 bars instead of 2,004.
-The day-skip caused 2,000 available bars to be omitted.
-
-The test also includes a simulated venue closure that must remain
-a gap. It checks that we fetch available bars without inventing
-data for an empty interval.
-
-The IB fix now preserves all 2,004 bars in parquet. The SHM
-assertion exposed a second bug: after stepping over an empty
-interval, the backfiller drops the last bar of the next response
-as though it were already published.
-
-I’ll separate the request date from the published-data boundary
-so the same test can verify that both memory and disk retain
-every available bar.
-
-## Validation
-
-Using the existing fsp_backfill_sync/py313 interpreter, with cwd in
-ib_history_request_bounds and the Piker import checked against that cwd:
-
-- tests/test_history_backfill.py: 11 passed in 1.92s.
-- tests/test_ib_history.py: 17 passed in 0.36s.
-- Ruff on all four changed Python files: all checks passed.
-- git diff --check: passed.
-
-The integration test uses simulated IB bars responses, real IB history
-adapter and backfill logic, real SHM, and temporary NativeDB parquet.
-It checks a fresh disk load. It does not test a live gateway, actor RPC,
-or Qt rendering, and does not prove the origin of the user's live gap.
-
-## Unedited review response
-
-`None` is internal to the IB adapter. The backfiller receives
-`NoData`, or `DataUnavailable` when the requested date has reached
-the known beginning of history. I’ll make that distinction explicit.
-
-The two dates answer different questions: “where should the next
-history query end?” and “what is the oldest bar already in SHM?”
-An empty reply changes only the first. I’ll rename them to
-`request_end_dt` and `oldest_shm_dt` and explain the filtering with
-a concrete example.
-
-> `git diff efa72980 -- piker/brokers/ib/feed.py piker/tsp/_history.py`
-
-## History-filter review follow-up
-
-The human flagged the unused append_until_dt argument and confusing
-append/prepend terminology in diff_history(). The helper had one
-caller, using only prepend_until_dt. Removed the helper and inlined
-its inclusive lower-time cutoff beside the SHM duplicate filter.
-The human's nearby TODO comment is resolved by this removal; the
-replacement comment describes the retained timestamps directly.
-The storage comparison remains >= backfill_until_dt; the SHM
-comparison remains < oldest_shm_dt.

ai/prompt-io/codex/20260924T165757Z_1da9b760_prompt_io.md

@@ -1,51 +0,0 @@
----
-model: gpt-6 (exact variant not exposed)
-service: codex
-timestamp: 2026-09-24T16:57:57.342784+00:00
-git_ref: 1da9b760
-scope: code
-substantive: true
-raw_file: 20260924T165757Z_1da9b760_prompt_io.raw.md
----
-
-## Prompt
-
-Document and test the existing null-segment repair, including its
-flat-bar fallback, while distinguishing packed timestamp gaps.
-
-## Response summary
-
-Documented SHM-only repair, provider placement assumptions, fallback
-fields, notifications, and concurrency limits. Added boundary and
-no-history coverage and fixed epoch-dependent comparison tolerance
-which could synthesize a duplicate timestamp at the right margin.
-
-## Files changed
-
-- piker/tsp/_history.py: helper contract and absolute tolerance.
-- tests/test_history_backfill.py: four additional parameter/case runs.
-
-## Human edits
-
-The human identified cancellation as a source of stored gaps,
-correctly described packed indexes and insertion costs, pointed to
-maybe_fill_null_segments(), and requested immediate documentation
-and tests. No direct source edits observed during this change;
-the patch remains uncommitted for review.
-
-## Close-copy factoring follow-up
-
-The human requested stronger internal types, a reusable close-copy
-helper, searchable comments for copying close and synthesizing
-stamps, and research into historical venue closure queries.
-Extracted _copy_close_to_null_rows(), preserving non-OHLC fields and
-rejecting occupied slots before mutation. Added explicit callback,
-array, segment-index and date annotations. Preserved the existing
-provenance TODO and suggested avoiding volume sentinels.
-Four helper cases cover successful fill and unchanged rejected
-inputs. Backfill suite: 19 passed in 2.01s; Ruff and diff check pass.
-
-IB documents historical SCHEDULE requests separately from contract
-hours. The installed ib_async exposes reqHistoricalScheduleAsync.
-No live schedule request or venue behavior change was performed.
-Source: https://interactivebrokers.github.io/tws-api/historical_bars.html

ai/prompt-io/codex/20260924T165757Z_1da9b760_prompt_io.raw.md

@@ -1,48 +0,0 @@
----
-model: gpt-6 (exact variant not exposed)
-service: codex
-timestamp: 2026-09-24T16:57:57.342784+00:00
-git_ref: 1da9b760
-diff_cmd: git diff 1da9b760 -- piker/tsp/_history.py tests/test_history_backfill.py
----
-
-## Prompt
-
-The human requested documentation and tests for
-maybe_fill_null_segments(), identifying its flat OHLC fallback
-and asking how packed SHM could accept later recovered bars.
-
-## Code output
-
-> `git diff 1da9b760 -- piker/tsp/_history.py`
-
-> `git diff 1da9b760 -- tests/test_history_backfill.py`
-
-Document the existing slot-based repair and its limitations.
-Extend fallback coverage to NoData and DataUnavailable; verify
-the observed packed MNQ gap remains unchanged. Reproduce the
-relative-tolerance failure at a modern epoch, then disable relative
-tolerance in the synthetic timestamp boundary check.
-
-## Validation
-
-Before the fix: modern-epoch boundary case failed, zero-epoch
-case passed. The overfull synthetic run duplicated the right bar.
-After the fix: 15 backfill tests passed in 1.99s.
-
-## Close-copy factoring follow-up
-
-The human requested stronger internal types, a reusable close-copy
-helper, searchable comments for copying close and synthesizing
-stamps, and research into historical venue closure queries.
-Extracted _copy_close_to_null_rows(), preserving non-OHLC fields and
-rejecting occupied slots before mutation. Added explicit callback,
-array, segment-index and date annotations. Preserved the existing
-provenance TODO and suggested avoiding volume sentinels.
-Four helper cases cover successful fill and unchanged rejected
-inputs. Backfill suite: 19 passed in 2.01s; Ruff and diff check pass.
-
-IB documents historical SCHEDULE requests separately from contract
-hours. The installed ib_async exposes reqHistoricalScheduleAsync.
-No live schedule request or venue behavior change was performed.
-Source: https://interactivebrokers.github.io/tws-api/historical_bars.html

ai/prompt-io/codex/20260924T185456Z_1da9b760_schedule_prompt_io.md

@@ -1,91 +0,0 @@
----
-model: gpt-6 (exact variant not exposed)
-service: codex
-timestamp: 2026-09-24T18:54:56.893490+00:00
-git_ref: 1da9b760
-scope: code
-substantive: true
-raw_file: 20260924T185456Z_1da9b760_schedule_prompt_io.raw.md
----
-
-## Prompt
-
-The human requested: first freeze a commit-plan for the existing
-close-copy/null-repair changes, then implement ib_async historical
-schedule support with tests, use it for datad.ib history-buffer gap
-spacing, and plan a common on-demand segment interface for CLI and
-chart selection. Avoid reindexing in this first pass and record
-fallback insertion only as a TODO.
-
-## Response summary
-
-Implemented historical schedule normalization, bounded startup
-reservations, explicit actor-local synthetic ranges, and two read
-RPC functions. Added deterministic adapter tests and real SHM/parquet
-startup coverage. Wrote the segment-backfill interface plan.
-
-This entry covers the new schedule work only. The earlier frozen
-null-repair plan has its own provenance. The shared _history.py file
-contains changes from both scopes until the earlier commit is made.
-
-## Human edits
-
-The human identified cancellation during backfill as the reproducible
-trigger, explained the packed-index insertion tradeoff, requested
-reuse of venue closure knowledge, and chose placeholders to avoid
-expensive rewrites. They required explicit placeholder annotation,
-proposed later graphics compression, and asked to defer insertion
-fallbacks. They also requested the existing null-repair commit plan
-before the new schedule work. These are human-directed architecture
-and scope choices; no acceptance or task completion state is inferred.
-
-## Validation and limits
-
-55 targeted tests passed; Ruff and diff checks passed. No live IB
-qualification was performed. Reservations are synthetic, not recovered
-observations. Repair execution, persistence of unfinished requests,
-chart compression, FSP handling, export filtering, and request-level
-IB cancellation remain follow-up work documented in the plan.
-
-## Files changed
-
-- `piker/brokers/ib/venues.py`
-- `piker/brokers/ib/api.py`
-- `piker/brokers/ib/feed.py`
-- `piker/tsp/_reserve.py`
-- `piker/tsp/_history.py`
-- `tests/providers/test_ib_schedule.py`
-- `tests/providers/test_history_reservations.py`
-- `docs/history_segment_backfill.rst`
-
-## Pre-commit module review
-
-The human requested placing historical schedule normalization in the
-existing venues.py module, naming the allocation module _reserve.py,
-and adding the missing project license headers. Applied those moves,
-updated imports and test patch targets, and added the standard AGPL
-headers to the new allocation module and both new test modules.
-
-## Local tuicr review follow-up
-
-The human supplied eleven comments requesting a configurable newest
-gap count, caller and metadata references, explanations of guards
-and provider-specific limits, multiline boolean style, capacity
-fallback rationale, an explanation of numpy split boundaries, and
-clearer test cases, fixture types, and module docstrings.
-
-Added newest_gaps=32, with zero disabling queries and negative values
-rejected. Documented tsdb_backfill ownership and the local/RPC range
-accessors. Explained recoverable overflow and half-open synthetic
-range grouping. Typed tmp_path as pathlib.Path and monkeypatch as
-pytest.MonkeyPatch. Added four request-budget cases.
-
-Verification: reservation tests 11 passed; schedule tests 7 passed;
-Ruff and git diff --check passed. Changes remain unstaged for review.
-No forge review or CI state was queried; this was local feedback.
-
-## Provider-test layout review
-
-The human requested grouping both new history/schedule test modules
-under tests/providers. Moved both files without changing test logic;
-they retain the shared tests/conftest.py fixtures.

ai/prompt-io/codex/20260924T185456Z_1da9b760_schedule_prompt_io.raw.md

@@ -1,100 +0,0 @@
----
-model: gpt-6 (exact variant not exposed)
-service: codex
-timestamp: 2026-09-24T18:54:56.893490+00:00
-git_ref: 1da9b760
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff HEAD~1..HEAD -- piker/brokers/ib/_schedule.py`
-
-> `git diff HEAD~1..HEAD -- piker/brokers/ib/api.py`
-
-> `git diff HEAD~1..HEAD -- piker/brokers/ib/feed.py`
-
-> `git diff HEAD~1..HEAD -- piker/tsp/_reservations.py`
-
-> `git diff HEAD~1..HEAD -- piker/tsp/_history.py`
-
-> `git diff HEAD~1..HEAD -- tests/test_ib_schedule.py`
-
-> `git diff HEAD~1..HEAD -- tests/test_history_reservations.py`
-
-> `git diff HEAD~1..HEAD -- docs/history_segment_backfill.rst`
-
-## Generated output
-
-Added Client.history_schedule() over the installed ib_async API,
-normalizing dated sessions to UTC with explicit response coverage.
-Reject ambiguous DST times, reversed sessions, and overlapping
-sessions. Match the existing extended-hours bars policy.
-
-Added startup-only schedule reservations to tsdb_backfill before
-prepending older stored history. Reserve open-session sample slots
-only where the reply covers the full candidate gap. Return synthetic
-UTC ranges separately from OHLCV; copy preceding close into flat
-placeholders without writing those placeholders to parquet.
-Unknown coverage and capacity failures retain packed time gaps.
-
-Added datad.ib schedule and reservation metadata RPC functions and
-a proposed shared CLI/chart segment request protocol. The repair
-queue, durable unresolved intervals, chart compression, FSP handling,
-and coordinated insertion remain deferred. No live data was repaired.
-
-Verification is complete: 55 targeted tests pass, including the
-new schedule and real SHM/parquet tests. I also added checks for
-reversed session bounds and the 25-hour day at the autumn DST
-change.
-
-The segment API plan uses UTC ranges for both CLI and chart
-requests, a provider-owned queue, durable unfinished intervals,
-and replacement of reserved slots without reindexing. Live IB
-schedule coverage still needs qualification.
-
-## Limits
-
-Only stored-history gaps are reserved before prepend; published rows
-are never shifted. Newest 32 gaps, at most 31 days each, are queried
-serially with a 10-second schedule timeout. This can delay history
-publication. Underlying IB request cancellation is still a TODO.
-Manual whole-SHM export requires synthetic-range exclusion before
-it can preserve provider-only storage. The chart currently displays
-flat placeholders, and synthetic-aware FSP treatment is deferred.
-
-Tests: history backfill 19, IB history 17, method proxy 5, schedule 7,
-reservations 7. Sandbox local-socket failures were rerun with approval.
-Ruff and git diff --check passed. No live broker requests were made.
-
-## Module-layout review response
-
-Schedule normalization now lives in piker.brokers.ib.venues beside
-the existing session helpers. The allocation module is tsp._reserve.
-Added the project AGPL headers to the new module and test files.
-Earlier diff pointers record the original generated paths; use
-the following paths for the reviewed layout:
-
-> `git diff HEAD~1..HEAD -- piker/brokers/ib/venues.py`
-
-> `git diff HEAD~1..HEAD -- piker/tsp/_reserve.py`
-
-## Local review response
-
-The fixes pass all 18 tests in the two affected files.
-The new limit tests cover zero, negative, one-gap, and two-gap
-budgets, including newest-first selection.
-
-Capacity overflow remains a warning: no partial reservation is
-published for that gap, and the original observations remain
-available. The comments now explain that fallback explicitly.
-
-Diff pointers above include the review edits to tsp._reserve, both
-test modules, and the interface document. This review did not query
-a forge or publish replies.
-
-## Provider-test paths
-
-Moved both new test modules under tests/providers as requested.
-
-> `git diff HEAD~1..HEAD -- tests/providers/test_ib_schedule.py`
-
-> `git diff HEAD~1..HEAD -- tests/providers/test_history_reservations.py`

ai/prompt-io/codex/20260924T232405Z_441358e2_schedule_coverage_prompt_io.md

@@ -1,45 +0,0 @@
----
-model: gpt-6
-service: codex
-timestamp: 2026-09-24T23:24:05.525363+00:00
-git_ref: 441358e2
-scope: code
-substantive: true
-raw_file: 20260924T232405Z_441358e2_schedule_coverage_prompt_io.raw.md
----
-
-## Prompt
-
-User: "do it", approving the proposed bounded wider-window retry
-for incomplete schedule coverage and its MNQ regression test.
-Previous live qualification showed a one-day request began after
-the gap's left edge; a wider query covered it and excluded the
-one-hour venue closure.
-
-## Response summary
-
-Added bounded backwards widening under one timeout, preserving actual
-coverage and fixed end bounds. Added captured-response allocation,
-unknown-coverage, and retry-timeout tests, and updated API documentation.
-39 selected tests and Ruff passed. Live data was not changed.
-
-## Files changed
-
-- piker/brokers/ib/api.py — bounded schedule coverage retries.
-- tests/providers/test_ib_schedule.py — captured MNQ and retry regressions.
-- docs/history_segment_backfill.rst — retry contract and limits.
-
-## Human edits
-
-The user established schedule-driven allocation, explicit unknown
-coverage, and avoiding reindexing as the design constraints, supplied
-the MNQ gap, and authorized this focused coverage fix. No direct human
-source edits occurred during this patch; review is pending.
-
-## Follow-up review
-
-The user requested factoring and documenting the repeated 86400
-conversion. Added piker.calc.SECONDS_PER_DAY, documented elapsed
-versus calendar/session days once, and reused it in the IB query
-and reservation span check. Named the client retry limit locally.
-Schedule tests: 11 passed; Ruff passed after this adjustment.

ai/prompt-io/codex/20260924T232405Z_441358e2_schedule_coverage_prompt_io.raw.md

@@ -1,66 +0,0 @@
----
-model: gpt-6
-service: codex
-timestamp: 2026-09-24T23:24:05.525363+00:00
-git_ref: 441358e2
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff HEAD~1..HEAD -- piker/brokers/ib/api.py`
-
-> `git diff HEAD~1..HEAD -- tests/providers/test_ib_schedule.py`
-
-> `git diff HEAD~1..HEAD -- docs/history_segment_backfill.rst`
-
-Client.history_schedule() widens incomplete left coverage by doubling
-numDays up to 31 while preserving endDateTime and actual returned
-coverage. All attempts share an asyncio timeout. Missing right coverage
-returns unchanged because extending the lookback cannot repair it.
-Tests replay the captured MNQ schedules through the real client and
-reservation allocator, check bounded incomplete coverage and retry
-cancellation under one timeout. Documentation describes these limits.
-
-## User-facing output
-
-The captured MNQ case now passes through the real client method
-and allocator: the request widens from one day to two, then
-reserves 51,824 slots while leaving the venue closure compressed.
-
-The tests also cover permanently incomplete replies and a timeout
-during the retry. I’m running the related regression suites now.
-
-All 39 selected tests passed, and Ruff passed. The reservation
-suite needed a retry outside the sandbox because Trio’s local
-wakeup socket was blocked.
-
-The fix and regression tests are ready for review. I’m recording
-the prompt provenance; live SHM and parquet remain unchanged.
-
-## Validation commands and results
-
-Worktree-local py313 in the existing Nix environment; import piker
-resolved inside this worktree.
-
-- py313/bin/python -m pytest -p no:xonsh -q -x --tb=short --no-header tests/providers/test_ib_schedule.py tests/providers/test_history_reservations.py
-  Sandbox: 11 passed then PermissionError creating Trio wakeup socket.
-  Escalated rerun: 22 passed in 1.02s; fake IB, disposable test SHM.
-- py313/bin/python -m pytest -p no:xonsh -q -x --tb=short --no-header tests/test_ib_history.py
-  17 passed in 0.69s.
-- ruff check piker/brokers/ib/api.py tests/providers/test_ib_schedule.py
-  All checks passed (existing deprecated configuration warning).
-- git diff --check: passed.
-
-No live service restart, live history repair, staging, or commit.
-
-## Follow-up user review and generated changes
-
-User: "feels like this same magic # from the prior commit should be
-factored and commented once? `num_days: int = max(1, ceil(seconds /
-86400))` other then that all looks decent"
-
-> `git diff HEAD~1..HEAD -- piker/calc.py piker/tsp/_reserve.py`
-
-Added SECONDS_PER_DAY for both consumers, with one comment explaining
-fixed elapsed days versus calendar days and trading sessions. Named
-the client's 31-day retry limit locally. After this change the
-schedule suite passed 11 tests and Ruff passed all four Python files.

ai/prompt-io/codex/20261005T041132Z_eed58566_trend_b4fe4d_prompt_io.md

@@ -1,118 +0,0 @@
----
-created_at: 2026-10-05T04:11:32.732262+00:00
-generated_by:
-  harness: codex
-  provider: OpenAI
-git_ref: eed58566
-scope: code
-substantive: true
-raw_file: 20261005T041132Z_eed58566_trend_b4fe4d_prompt_io.raw.md
----
-
-## Prompt
-
-The user requested an autonomous search of GitHub issues and local
-notes, code, documentation and comments for Trend Calculus research,
-then a rigorous Piker-native implementation in the FSP subsystem.
-They asked to prepare multiple high-frequency timeframe regimes for
-the JEV System-1 provider service, with work bounded by 00:18 Eastern.
-They authorized same-caliber subagents and requested, as a bonus,
-multiple-timeframe reversal markers and live rectangle annotations.
-
-The user supplied these implementation resources:
-
-- https://docs.typesafe.ai/models
-- https://docs.typesafe.ai/sdk/python
-- https://docs.typesafe.ai/agent-skill
-
-They offered a Pine implementation but had not supplied it. They
-said the API key was still being set up and instructed us to continue
-offline. They clarified the workspace concern, disabled fast mode,
-and supplied repository rules: preserve human-owned task states,
-no autonomous commits or pushes, 69-column prose, Xonsh snippets,
-and the Python style skill.
-
-## Response summary
-
-Implemented a bounded Numba recurrence and a four-order native FSP
-with provisional-tail isolation, skipped-step recovery, indexed
-publication, quiet sampler wakeups, sparse events and history replay.
-Added complete aligned multiple-timeframe aggregation, immutable
-provenance-rich snapshots, bounded HTTPX/Trio JEV requests and a
-paced worker that rejects stale or invalidated results. Added native
-feed/service wiring and opt-in Qt markers and regime rectangles,
-including actual 1/5/15-second layers and model receipt/expiry rules.
-
-Research identifies pinned Lua/Scala sources, issue discussions,
-local notes and the manuscript, with explicit semantic differences.
-Original Lua fixtures and an independent materialized-window oracle
-check 21,870 exhaustive histories, 48 random recursive streams and
-62 original Lua reversals. No complete Pine source was recovered.
-
-The TypeSafe agent skill was installed and applied. No live API key
-was read, no model request was sent, no broker session was opened,
-and no Git history or human-owned task state was changed.
-
-## Verification
-
-The combined targeted suite passed 252 tests, with one unrelated
-remote gap-dialog actor case deselected. The one warning is an
-existing Tractor dependency's deprecated Trio Event truth test.
-The new SHM test includes an actual separate read-only child actor
-after in-place replay. This does not prove concurrent cross-process
-write atomicity. Ruff, diff whitespace and 69-column checks passed.
-
-The combined suite covered test_trend, test_trend_reference,
-test_trend_shm, test_trend_regimes, test_jev, test_regime_feed,
-test_trend_graphics, test_trend_mtf_graphics, test_fsp_sync,
-test_fsp_momo and test_gap_overlays. The standard py313 environment
-and pytest with the xonsh plugin disabled were used. Socket/SHM
-execution required approved sandbox escalation.
-
-The synthetic offscreen chart preview was generated and inspected.
-The reproducible benchmark measured roughly 8.586 million batch
-rows/second and 6.963 microseconds median scalar update on this host;
-these exclude rendering, transport and provider inference. Native
-subsecond sampling remains unsupported by the existing clock.
-Live provider quality and the user's Pine parity remain unverified.
-
-## Files changed
-
-- `piker/fsp/__init__.py`
-- `piker/fsp/_api.py`
-- `piker/fsp/_engine.py`
-- `piker/ui/_display.py`
-- `piker/ui/_fsp.py`
-- `piker/fsp/_trend.py`
-- `piker/fsp/_trend_fsp.py`
-- `piker/fsp/_regime.py`
-- `piker/fsp/_jev.py`
-- `piker/fsp/_regime_feed.py`
-- `piker/ui/_trend.py`
-- `piker/ui/_trend_mtf.py`
-- `tests/test_trend.py`
-- `tests/test_trend_shm.py`
-- `tests/test_trend_reference.py`
-- `tests/test_trend_regimes.py`
-- `tests/test_jev.py`
-- `tests/test_regime_feed.py`
-- `tests/test_trend_graphics.py`
-- `tests/test_trend_mtf_graphics.py`
-- `tests/_inputs/trend_calculus_lua.json`
-- `examples/benchmark_trend.py`
-- `examples/trend_regimes.py`
-- `examples/trend_graphics.py`
-- `docs/trend_calculus.rst`
-- `ai/prompt-io/README.md`
-
-## Human edits
-
-The human supplied the objective, deadline, research resources,
-provider choice, optional skill installation, graphics extension,
-parallel-agent authorization and offline credential constraint.
-Those directions materially determined the implementation and scope.
-No direct manual source edits were observed during this work. The
-patch is pending human review; acceptance is not inferred. Research,
-implementation, review and tests were performed by the root Codex
-agent with three same-caliber delegated agents. Existing unrelated
-working-tree artifacts were preserved.

ai/prompt-io/codex/20261005T041132Z_eed58566_trend_b4fe4d_prompt_io.raw.md

@@ -1,106 +0,0 @@
----
-created_at: 2026-10-05T04:11:32.732262+00:00
-generated_by:
-  harness: codex
-  provider: OpenAI
-git_ref: eed58566
-diff_cmd: git diff eed58566 --
----
-
-# Captured output and code references
-
-This record captures selected unedited progress responses and the
-code artifact pointers before human source edits. It is not a full
-transcript. Exact model and session identifiers were unavailable.
-The working branch is trend_calc_on_jev; no commit was authorized.
-While files remain untracked, use the no-index references below.
-After inclusion in branch history, use the base-to-branch diff.
-
-## Unedited progress excerpts
-
-The cross-process shared-memory test passes, including replay
-after an in-place history repair. The JEV feed also preserves
-the shared quote policy and catches up cleanly when new bars
-arrive during a history copy.
-
-I’m running the combined checks and reviewing the chart preview.
-Live JEV verification remains pending your key setup.
-
-The combined offline suite passes: 252 tests, including the
-independent algorithm oracle, JEV mock transport, Qt overlays,
-existing FSP checks, and the cross-process SHM test.
-
-The chart preview shows separate 1-, 5-, and 15-second reversal
-markers and regime shading. I’m checking the final diff and
-recording provenance; the work remains uncommitted.
-
-## Unedited verification output
-
-```text
-252 passed, 1 deselected, 1 warning in 3.79s
-All checks passed!
-```
-
-## Code artifact pointers
-
-> `git diff eed58566 -- piker/fsp/__init__.py`
-
-> `git diff eed58566 -- piker/fsp/_api.py`
-
-> `git diff eed58566 -- piker/fsp/_engine.py`
-
-> `git diff eed58566 -- piker/ui/_display.py`
-
-> `git diff eed58566 -- piker/ui/_fsp.py`
-
-> `git diff --no-index /dev/null piker/fsp/_trend.py`
-
-> `git diff --no-index /dev/null piker/fsp/_trend_fsp.py`
-
-> `git diff --no-index /dev/null piker/fsp/_regime.py`
-
-> `git diff --no-index /dev/null piker/fsp/_jev.py`
-
-> `git diff --no-index /dev/null piker/fsp/_regime_feed.py`
-
-> `git diff --no-index /dev/null piker/ui/_trend.py`
-
-> `git diff --no-index /dev/null piker/ui/_trend_mtf.py`
-
-> `git diff --no-index /dev/null tests/test_trend.py`
-
-> `git diff --no-index /dev/null tests/test_trend_shm.py`
-
-> `git diff --no-index /dev/null tests/test_trend_reference.py`
-
-> `git diff --no-index /dev/null tests/test_trend_regimes.py`
-
-> `git diff --no-index /dev/null tests/test_jev.py`
-
-> `git diff --no-index /dev/null tests/test_regime_feed.py`
-
-> `git diff --no-index /dev/null tests/test_trend_graphics.py`
-
-> `git diff --no-index /dev/null tests/test_trend_mtf_graphics.py`
-
-> `git diff --no-index /dev/null tests/_inputs/trend_calculus_lua.json`
-
-> `git diff --no-index /dev/null examples/benchmark_trend.py`
-
-> `git diff --no-index /dev/null examples/trend_regimes.py`
-
-> `git diff --no-index /dev/null examples/trend_graphics.py`
-
-> `git diff --no-index /dev/null docs/trend_calculus.rst`
-
-> `git diff --no-index /dev/null ai/prompt-io/README.md`
-
-The implementation adds the bounded recursive TrendCalculator,
-causal history/preview FSP publication, explicit indexed FspSample
-updates, coalesced quiet-step wakeups and sparse-event clearing.
-MultiTimeframeTrend forms complete aligned buckets; the Jev worker
-uses bounded evidence, single-flight requests and freshness checks.
-Qt layers render confirmed pivots and bounded regime rectangles.
-Independent reference, mock transport and shared-memory tests cover
-mathematical and integration behavior. The docs preserve sources,
-semantic differences, measured performance and remaining limits.

ai/prompt-io/codex/20261005T050218Z_eed58566_trend_sampler_5d9102_prompt_io.md

@@ -1,42 +0,0 @@
----
-created_at: 2026-10-05T05:02:18.111444+00:00
-generated_by:
-  harness: codex
-  provider: OpenAI
-git_ref: eed58566
-scope: code
-substantive: true
-raw_file: 20261005T050218Z_eed58566_trend_sampler_5d9102_prompt_io.raw.md
----
-
-## Prompt
-
-Continuation of the user's autonomous, deadline-bounded request for
-rigorous native Trend Calculus, live regime service preparation and
-graphics integration. This supplements the earlier trend record.
-
-## Response summary
-
-Final delegated integration review reproduced duplicate timestamps
-in the existing native sampler: seeded [1000,1001] became
-[1000,1001,1001], causing the causal calculator to reject the source.
-Added a narrow guard for native periods at or below one second and
-a controlled-clock regression covering repeated, backward and newer
-epochs. Wakeup broadcasts remain unchanged. No refactor or native
-subsecond support is claimed. The root reviewed the change and ran
-the complete targeted suite: 253 passed, one unrelated remote gap
-case deselected, one existing Tractor/Trio deprecation warning.
-
-## Files changed
-
-- `piker/data/_sampling.py`
-- `tests/test_trend_sampling.py`
-- `docs/trend_calculus.rst`
-
-## Human edits
-
-The original human requirement for reliable native integration
-motivated this correction. No additional direct human source edit
-was observed. The root and delegated Codex agent implemented and
-reviewed it under that scope. Human review and acceptance remain
-pending; no commits, broker sessions or model requests were made.

ai/prompt-io/codex/20261005T050218Z_eed58566_trend_sampler_5d9102_prompt_io.raw.md

@@ -1,38 +0,0 @@
----
-created_at: 2026-10-05T05:02:18.111444+00:00
-generated_by:
-  harness: codex
-  provider: OpenAI
-git_ref: eed58566
-diff_cmd: git diff eed58566 --
----
-
-# Final integration correction
-
-## Unedited progress output
-
-The sampler fix is verified. The final combined suite passes
-253 tests, including repeated and backward clock cases.
-Implementation and tests are now frozen; I’m saving the review
-patch and final provenance record.
-
-## Unedited verification result
-
-```text
-253 passed, 1 deselected, 1 warning in 3.86s
-```
-
-## Code pointers
-
-> `git diff eed58566 -- piker/data/_sampling.py`
-
-> `git diff --no-index /dev/null tests/test_trend_sampling.py`
-
-> `git diff --no-index /dev/null docs/trend_calculus.rst`
-
-The actual Sampler.increment_ohlc_buffer could append a duplicate
-rounded epoch after realtime startup, or when the clock repeated
-or moved backward. The fix retains the existing mutable bar until
-a newer epoch exists, preserving broadcasts. The regression drives
-the real sampler with Trio MockClock and verifies that its complete
-output remains valid input for the strict causal calculator.

ai/prompt-io/codex/20261005T054014Z_eed58566_trend_style_e3216f_prompt_io.md

@@ -1,79 +0,0 @@
----
-created_at: 2026-10-05T05:40:14.294712+00:00
-generated_by:
-  harness: codex
-  provider: OpenAI
-git_ref: eed58566
-scope: code
-substantive: true
-raw_file: 20261005T054014Z_eed58566_trend_style_e3216f_prompt_io.raw.md
----
-
-## Prompt
-
-The human explicitly requested a complete py-codestyle pass and
-proper license headers for every new code module after identifying
-that the previous pass was incomplete. They retained autonomous
-work and parallel-agent authorization, offline provider constraints,
-and human ownership of task states and commits.
-
-## Response summary
-
-Read the repository-deployed py-codestyle skill and shared runtime
-review lessons. Root and three agents audited all changed Python
-modules, tests and runnable examples. Added complete project AGPL
-notices and SPDX identifiers to all 19 new modules, preserving the
-Morgan/ByteSumo algorithm attribution. Corrected annotations,
-helper contracts, expression layout, named interpolation operands,
-and owner-qualified regression documentation. Used narrow F842
-suppressions where Ruff cannot connect declarations to isolated
-comprehension scopes.
-
-## Verification
-
-Ruff passes across all changed Python modules. All new source and
-added old-file lines meet the 69-column rule with no whitespace-only
-lines. Every new function and class has the required multiline
-contract; function parameters and returns are annotated. The final
-offline suite reports 253 passed, one unrelated actor case
-excluded, and one existing Tractor deprecation warning. Native SHM
-publication, cross-process replay visibility, quiet sampler steps,
-Numba reference parity, Qt overlays and mocked Jev protocols pass.
-No live model quality, separate provider-service wiring, Pine parity
-or cross-process write atomicity is claimed.
-
-## Human edits and follow-ups
-
-The human's style correction materially drove these changes.
-No direct manual source edits were observed; acceptance is pending.
-The human deferred SDK AnyIO/Trio work until the HTTP prototype is
-validated and requested a later Taken-store handoff. Existing task
-states, unrelated artifacts, Git index and Git history are preserved.
-
-## Files changed
-
-- `piker/fsp/__init__.py`
-- `piker/fsp/_api.py`
-- `piker/fsp/_engine.py`
-- `piker/ui/_display.py`
-- `piker/ui/_fsp.py`
-- `piker/data/_sampling.py`
-- `piker/fsp/_trend.py`
-- `piker/fsp/_trend_fsp.py`
-- `piker/fsp/_regime.py`
-- `piker/fsp/_jev.py`
-- `piker/fsp/_regime_feed.py`
-- `piker/ui/_trend.py`
-- `piker/ui/_trend_mtf.py`
-- `tests/test_trend.py`
-- `tests/test_trend_shm.py`
-- `tests/test_trend_reference.py`
-- `tests/test_trend_regimes.py`
-- `tests/test_jev.py`
-- `tests/test_regime_feed.py`
-- `tests/test_trend_graphics.py`
-- `tests/test_trend_mtf_graphics.py`
-- `tests/test_trend_sampling.py`
-- `examples/benchmark_trend.py`
-- `examples/trend_regimes.py`
-- `examples/trend_graphics.py`

ai/prompt-io/codex/20261005T054014Z_eed58566_trend_style_e3216f_prompt_io.raw.md

@@ -1,98 +0,0 @@
----
-created_at: 2026-10-05T05:40:14.294712+00:00
-generated_by:
-  harness: codex
-  provider: OpenAI
-git_ref: eed58566
-scope: code
-substantive: true
----
-
-## Human instruction (verbatim)
-
-ok since i'm seeing this alot i want to make sure you did a proper /py-codestyle pass and have proper license headers throughout all new code-modules.
-
-## Captured assistant output (verbatim)
-
-The earlier pass wasn’t complete: the tests and examples lacked
-license notices, and several modules had only abbreviated ones.
-All 19 new Python files now have full AGPL notices and SPDX
-identifiers, with the algorithm’s source attribution preserved.
-
-I’m checking the remaining style rules too—annotations,
-docstrings, expression layout, and regression explanations.
-
-## Final regression output (verbatim)
-
-```text
-253 passed, 1 deselected, 1 warning in 7.93s
-```
-
-The warning is the existing Tractor dependency's Trio Event
-truth-test deprecation; the unrelated remote gap-dialog actor test
-is excluded. The first sandboxed attempt stopped on Trio socket
-permissions and was rerun with approved escalation. No broker or
-Jev API request was made.
-
-## Code pointers
-
-The associated boundary diffs capture full source changes. The
-whole-file commit package includes untracked modules, which a bare
-working-tree git diff does not include. Human editing and committing
-remain pending; these pointers become valid after the complete
-package is committed.
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/fsp/__init__.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/fsp/_api.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/fsp/_engine.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/ui/_display.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/ui/_fsp.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/data/_sampling.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/fsp/_trend.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/fsp/_trend_fsp.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/fsp/_regime.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/fsp/_jev.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/fsp/_regime_feed.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/ui/_trend.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- piker/ui/_trend_mtf.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- tests/test_trend.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- tests/test_trend_shm.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- tests/test_trend_reference.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- tests/test_trend_regimes.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- tests/test_jev.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- tests/test_regime_feed.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- tests/test_trend_graphics.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- tests/test_trend_mtf_graphics.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- tests/test_trend_sampling.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- examples/benchmark_trend.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- examples/trend_regimes.py`
-
-> `git diff trend_calc_on_jev~7..trend_calc_on_jev -- examples/trend_graphics.py`
-
-The style pass added full license headers, annotations, multiline
-helper docstrings, explicit expression layout and owner-qualified
-regression proof descriptions. All recurrence behavior and source
-credits are preserved; callback constructor defaults are explicit.

ai/prompt-io/codex/README.md

@@ -1,10 +0,0 @@
-# AI Prompt I/O Log — codex
-
-This directory tracks prompts and outputs for AI-assisted development
-using Codex. Substantive contributions include model identification,
-prompt context, output records, and human contribution accounting.
-
-Code output uses Git diff references; non-code output is retained in
-the paired `.raw.md` file. Human contributors remain responsible for
-review and acceptance. Entries follow the
-[NLNet generative AI policy](https://nlnet.nl/foundation/policies/generativeAI/).

ai/prompt-io/opencode/20260721T205228Z_58ffe487_prompt_io.md

@@ -1,64 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-session: ses_0799212ebffe42arY96czXn89F
-timestamp: 2026-07-21T20:52:28Z
-git_ref: 58ffe487
-scope: config
-substantive: true
-raw_file: 20260721T205228Z_58ffe487_prompt_io.raw.md
----
-
-## Prompt
-
-The user asked to scan Claude's repo-local skills and
-documentation, summarize their specializations, and then
-rework repo-specific skills for use across coding
-harnesses, particularly OpenCode. The user intends to
-choose one of Claude's unfinished tasks afterward.
-
-## Response summary
-
-Standardized the tracked piker skills on portable Agent
-Skills frontmatter, made `commit-msg` harness-aware,
-documented OpenCode discovery and command delegation, and
-fixed an unsafe `np.searchsorted()` example found during
-the audit. Preserved the existing `.claude` artifact path
-as a shared legacy location to avoid breaking established
-commit workflows.
-
-## Files changed
-
-- `.claude/skills/commit-msg/SKILL.md` - portable,
-  harness-aware commit-message workflow
-- `.claude/skills/commit-msg/style-guide-reference.md` -
-  generic coding-harness attribution
-- `.claude/skills/piker-conc-expert/SKILL.md` - portable
-  frontmatter
-- `.claude/skills/piker-profiling/SKILL.md` - portable
-  frontmatter
-- `.claude/skills/piker-slang/SKILL.md` - portable
-  frontmatter
-- `.claude/skills/pyqtgraph-optimization/SKILL.md` -
-  portable frontmatter
-- `.claude/skills/timeseries-optimization/SKILL.md` -
-  portable frontmatter and safe search bounds handling
-- `ai/README.md` - shared-skill integration model
-- `ai/claude-code/README.md` - cross-harness Claude Code
-  documentation
-- `ai/opencode/README.md` - OpenCode usage and discovery
-  documentation
-- `.opencode/commands/commit-msg.md` - thin OpenCode
-  command delegating to the shared skill
-- `ai/prompt-io/opencode/README.md` - OpenCode provenance
-  policy
-- `ai/prompt-io/opencode/20260721T205228Z_58ffe487_prompt_io.raw.md`
-  - unedited response record
-- `ai/prompt-io/opencode/20260721T205228Z_58ffe487_prompt_io.md`
-  - provenance metadata and summary
-
-## Human edits
-
-None - generated changes have not yet been reviewed or
-edited by the human.

ai/prompt-io/opencode/20260721T205228Z_58ffe487_prompt_io.raw.md

@@ -1,33 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-timestamp: 2026-07-21T20:52:28Z
-git_ref: 58ffe487
-diff_cmd: git diff HEAD~1..HEAD
----
-
-The repo-local skill inventory contains seven domains:
-commit-message generation, actor-runtime concurrency,
-distributed profiling, project communication style,
-Python source style, PyQtGraph rendering, and NumPy/Polars
-timeseries optimization.
-
-I converted the six tracked repo-specific skills to the
-portable Agent Skills frontmatter subset so Claude Code
-and OpenCode can load the same source files. The
-commit-message workflow now gathers live git context at
-execution time, uses runtime harness/model attribution,
-preserves human-owned task state, and keeps the existing
-message artifact paths for compatibility.
-
-I added OpenCode integration documentation and updated
-the shared and Claude Code docs to describe a single
-cross-harness skill source with thin harness commands.
-During validation I also corrected an out-of-bounds
-`np.searchsorted()` example in the timeseries skill.
-
-The unfinished artifacts found during the scan are a
-shared-memory migration plan and a gap-annotation
-performance handoff. The earlier datad split plan appears
-implemented and is now captured by the concurrency skill.

ai/prompt-io/opencode/20260721T215055Z_c6ec3d41_prompt_io.md

@@ -1,41 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-session: ses_0799212ebffe42arY96czXn89F
-timestamp: 2026-07-21T21:50:55Z
-git_ref: c6ec3d41
-scope: docs
-substantive: true
-raw_file: 20260721T215055Z_c6ec3d41_prompt_io.raw.md
----
-
-## Prompt
-
-The user asked to boot a plan to continue work on the
-time-series gap checker and bug fixing of the history
-backfiller. The user authorized prompt-I/O capture for the
-plan documentation after the repository audit.
-
-## Response summary
-
-Produced a bounded repair plan based on current source,
-historical issue caches, existing profiling notes, and a
-test-coverage audit. The plan prioritizes reproducible
-correctness failures and storage durability before venue
-classification, annotation performance, or manual repair
-UX.
-
-## Files changed
-
-- `plans/opencode/gap-checker-backfiller-repair.md` -
-  phased implementation and verification plan
-- `ai/prompt-io/opencode/20260721T215055Z_c6ec3d41_prompt_io.raw.md`
-  - unedited response record
-- `ai/prompt-io/opencode/20260721T215055Z_c6ec3d41_prompt_io.md`
-  - provenance metadata and response summary
-
-## Human edits
-
-None - generated plan has not yet been edited by the
-human.

ai/prompt-io/opencode/20260721T215055Z_c6ec3d41_prompt_io.raw.md

@@ -1,26 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-timestamp: 2026-07-21T21:50:55Z
-git_ref: c6ec3d41
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff -- plans/opencode/gap-checker-backfiller-repair.md`
-
-Generated a phased implementation plan for continuing
-piker's gap checker and history backfiller repairs. The
-plan separates data correctness from annotation
-performance and orders work by dependency: deterministic
-tests, canonical frame/gap normalization, structured
-backfill completion, non-destructive atomic NativeDB
-writes, exact null repair, provider/venue classification,
-annotation vectorization, and crash qualification.
-
-The plan is grounded in current code paths, local issue
-caches `#62`, `#71`, and `#75`, and the existing 1,285-gap
-profiling handoff. It records confirmed present defects,
-design invariants, per-phase acceptance gates, test
-commands, commit boundaries, and explicitly deferred UX
-and provider work.

ai/prompt-io/opencode/20260722T001357Z_16f3cd6f_prompt_io.md

@@ -1,46 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-session: ses_0799212ebffe42arY96czXn89F
-timestamp: 2026-07-22T00:13:57Z
-git_ref: 16f3cd6f
-scope: code
-substantive: true
-raw_file: 20260722T001357Z_16f3cd6f_prompt_io.raw.md
----
-
-## Prompt
-
-Continue the gap-checker and history-backfiller repair plan. Start
-with deterministic analysis characterization, then fix canonical
-sorting, dedupe-derived columns, positive gap detection, and null
-grouping.
-
-During review, the user challenged the replacement null-grouping
-algorithm because its initial tests did not assert exact endpoints.
-The user explicitly required retaining detailed, human-oriented
-algorithm documentation such as the existing ASCII segment map.
-
-## Response summary
-
-Added deterministic analysis regressions and corrected normalization
-so sorting and duplicate resolution precede derived-column
-calculation. Unified null grouping for NumPy and Polars inputs,
-documented its exact inclusive-boundary contract with an adapted
-visual map, and verified all small null layouts against an independent
-state-machine oracle. Retained sorted smart-dedupe output.
-
-## Files changed
-
-- `piker/tsp/_anal.py` - canonical gap and documented null grouping
-- `piker/tsp/_dedupe_smart.py` - sorted duplicate resolution
-- `tests/test_tsp_analysis.py` - exact and exhaustive regressions
-- `ai/prompt-io/opencode/20260722T001357Z_16f3cd6f_prompt_io.raw.md`
-  - unedited response record
-- `ai/prompt-io/opencode/20260722T001357Z_16f3cd6f_prompt_io.md`
-  - provenance metadata and response summary
-
-## Human edits
-
-None - generated changes have not yet been edited by the human.

ai/prompt-io/opencode/20260722T001357Z_16f3cd6f_prompt_io.raw.md

@@ -1,40 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-timestamp: 2026-07-22T00:13:57Z
-git_ref: 16f3cd6f
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff HEAD~1..HEAD -- piker/tsp/_anal.py`
-
-Generated canonical gap and null-segment normalization. Derived
-datetime and delta columns are recomputed after final sorting and
-duplicate resolution, and negative deltas no longer become ordinary
-gaps.
-
-NumPy and Polars null grouping share one implementation while
-retaining the human-oriented visual map of contiguous zero runs. The
-documented contract defines absolute inclusive endpoints, margin
-expansion, frame boundary clamping, contiguous-index validation, and
-requested-column selection.
-
-> `git diff HEAD~1..HEAD -- piker/tsp/_dedupe_smart.py`
-
-Adjusted smart dedupe to honor sorted output and resolve duplicate
-timestamps without retaining stale order.
-
-> `git diff HEAD~1..HEAD -- tests/test_tsp_analysis.py`
-
-Added deterministic synthetic OHLCV coverage for sorted dedupe, fresh
-derived columns, and positive gap detection. Null grouping is checked
-against readable endpoint examples and an independent state-machine
-oracle over every layout through six rows, three margin widths, and
-both NumPy and Polars inputs.
-
-Verification generated with the patch:
-
-`timeout -k 5 30 python -m pytest -q tests/test_tsp_analysis.py`
-
-Result: 11 passed.

ai/prompt-io/opencode/20260722T001358Z_16f3cd6f_prompt_io.md

@@ -1,36 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-session: ses_0799212ebffe42arY96czXn89F
-timestamp: 2026-07-22T00:13:58Z
-git_ref: 16f3cd6f
-scope: code
-substantive: true
-raw_file: 20260722T001358Z_16f3cd6f_prompt_io.raw.md
----
-
-## Prompt
-
-Continue the structured backfill phase after the analysis regressions.
-Characterize provider exhaustion and genuinely empty frames, then remove
-completion paths that can hang after child-task exit.
-
-## Response summary
-
-Removed orphan-prone completion events from the structured nursery flow
-and checked empty provider frames before indexing timestamp endpoints.
-Added deterministic timeout-bounded regressions for both exit paths.
-
-## Files changed
-
-- `piker/tsp/_history.py` - structured completion and empty-frame fixes
-- `tests/test_history_backfill.py` - deterministic exit regressions
-- `ai/prompt-io/opencode/20260722T001358Z_16f3cd6f_prompt_io.raw.md`
-  - unedited response record
-- `ai/prompt-io/opencode/20260722T001358Z_16f3cd6f_prompt_io.md`
-  - provenance metadata and response summary
-
-## Human edits
-
-None - generated changes have not yet been edited by the human.

ai/prompt-io/opencode/20260722T001358Z_16f3cd6f_prompt_io.raw.md

@@ -1,25 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-timestamp: 2026-07-22T00:13:58Z
-git_ref: 16f3cd6f
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff HEAD~1..HEAD -- piker/tsp/_history.py`
-
-Removed redundant completion events whose consumers waited only after
-their owning nurseries had joined. Added empty provider-frame handling
-before timestamp endpoint indexing so provider exhaustion exits cleanly.
-
-> `git diff HEAD~1..HEAD -- tests/test_history_backfill.py`
-
-Added bounded, actor-free regressions for `DataUnavailable` and empty
-provider-frame completion.
-
-Verification generated with the patch:
-
-`timeout -k 5 60 python -m pytest -q tests/test_history_backfill.py`
-
-Result: 2 passed.

ai/prompt-io/opencode/20260722T024133Z_3a4f6737_prompt_io.md

@@ -1,39 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-session: ses_0799212ebffe42arY96czXn89F
-timestamp: 2026-07-22T02:41:33Z
-git_ref: 3a4f6737
-scope: code
-substantive: true
-raw_file: 20260722T024133Z_3a4f6737_prompt_io.raw.md
----
-
-## Prompt
-
-The user challenged the analysis commit message's claim that only
-positive sample-step gaps are detected and asked whether out-of-order
-timestamps were simply ignored. After confirming the missing separate
-reporting path, the user instructed the agent to implement the fix.
-
-## Response summary
-
-Separated missing-history gaps from timestamp-ordering errors without
-changing the existing `dedupe()` return shape. Added a structured
-detector and made normalization warn before sorting removes evidence of
-duplicates or reversed timestamps.
-
-## Files changed
-
-- `piker/tsp/_anal.py` - ordering detector and dedupe reporting
-- `piker/tsp/__init__.py` - public detector export
-- `tests/test_tsp_analysis.py` - exact ordering-error regression
-- `ai/prompt-io/opencode/20260722T024133Z_3a4f6737_prompt_io.raw.md`
-  - unedited response record
-- `ai/prompt-io/opencode/20260722T024133Z_3a4f6737_prompt_io.md`
-  - provenance metadata and response summary
-
-## Human edits
-
-None - generated changes have not yet been edited by the human.

ai/prompt-io/opencode/20260722T024133Z_3a4f6737_prompt_io.raw.md

@@ -1,30 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-timestamp: 2026-07-22T02:41:33Z
-git_ref: 3a4f6737
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff HEAD~1..HEAD -- piker/tsp/_anal.py`
-
-Added `detect_time_ordering_errors()` to return non-positive timestamp
-steps as structured rows. `dedupe()` now warns with those rows before
-sorting and duplicate removal erase the original ordering evidence.
-
-> `git diff HEAD~1..HEAD -- piker/tsp/__init__.py`
-
-Exported the ordering detector through the public TSP package.
-
-> `git diff HEAD~1..HEAD -- tests/test_tsp_analysis.py`
-
-Changed the negative-delta regression to verify exact predecessor,
-timestamp, and delta values, confirm exclusion from missing-history
-gaps, and require explicit normalization reporting.
-
-Verification generated with the patch:
-
-- `tests/test_tsp_analysis.py`: 11 passed
-- Ruff: passed
-- `git diff --check`: passed

ai/prompt-io/opencode/20260722T024134Z_3a4f6737_prompt_io.md

@@ -1,43 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-session: ses_0799212ebffe42arY96czXn89F
-timestamp: 2026-07-22T02:41:34Z
-git_ref: 3a4f6737
-scope: code
-substantive: true
-raw_file: 20260722T024134Z_3a4f6737_prompt_io.raw.md
----
-
-## Prompt
-
-The user asked why the in-progress `piker/storage` changes were omitted
-from the earlier commit plan. After receiving an inventory of unfinished
-Phase 3 requirements, the user instructed the agent to complete the work.
-
-## Response summary
-
-Finished non-destructive, atomic NativeDB updates and integrated them
-with history startup and reverse backfill. Expanded tests through two
-adversarial review rounds that caught and corrected cross-client lock
-blocking, stale temp indexing, discontinuous persisted indexes, startup
-snapshot races, missing latest-frame persistence, notification wedges,
-and mutable/truncated SHM persistence.
-
-## Files changed
-
-- `piker/storage/__init__.py` - incremental storage contract
-- `piker/storage/nativedb.py` - validated atomic merge persistence
-- `piker/storage/marketstore/__init__.py` - non-duplicate update mode
-- `piker/tsp/_history.py` - provider-delta and startup persistence
-- `tests/test_storage_nativedb.py` - NativeDB durability regressions
-- `tests/test_history_backfill.py` - persistence lifecycle regressions
-- `ai/prompt-io/opencode/20260722T024134Z_3a4f6737_prompt_io.raw.md`
-  - unedited response record
-- `ai/prompt-io/opencode/20260722T024134Z_3a4f6737_prompt_io.md`
-  - provenance metadata and response summary
-
-## Human edits
-
-None - generated changes have not yet been edited by the human.

ai/prompt-io/opencode/20260722T024134Z_3a4f6737_prompt_io.raw.md

@@ -1,43 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-timestamp: 2026-07-22T02:41:34Z
-git_ref: 3a4f6737
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff HEAD~1..HEAD -- piker/storage/__init__.py piker/storage/nativedb.py piker/storage/marketstore/__init__.py`
-
-Added an incremental storage update contract. NativeDB now validates
-canonical numeric OHLCV data, serializes writers both actor-locally and
-through cancellable filesystem locks, merges with incoming-wins seam
-resolution, regenerates contiguous indexes, reopens and validates a
-same-directory temporary parquet, fsyncs it, atomically replaces the
-target, fsyncs the directory, and publishes cache only after replacement.
-
-NativeDB indexing ignores lock and crash-left temporary files.
-MarketStore uses its non-duplicate write mode for incremental updates.
-
-> `git diff HEAD~1..HEAD -- piker/tsp/_history.py`
-
-Separated full provider deltas from capacity-truncated SHM pushes.
-Backfill persists before SHM mutation, publishes bounded notifications,
-and delays latest-frame publication until the concurrent pre-update
-storage snapshot completes.
-
-> `git diff HEAD~1..HEAD -- tests/test_storage_nativedb.py tests/test_history_backfill.py`
-
-Added deterministic coverage for merge preservation, conflict policy,
-atomic failures, reopened-candidate validation, cache consistency,
-schema and timestamp invariants, contiguous index regeneration,
-separate series, stale temp indexing, cancellable file-lock contention,
-full provider-delta persistence, latest-frame ordering, and bounded
-notification teardown.
-
-Verification generated with the patch:
-
-- deterministic analysis/backfill/storage set: 31 passed
-- Ruff: passed
-- `git diff --check`: passed
-- final adversarial review: no findings

ai/prompt-io/opencode/20260724T220156Z_43d7a3ed_prompt_io.md

@@ -1,32 +0,0 @@
----
-model: openai/gpt-5.6-sol
-service: opencode
-session: ses_092a25886ffeT0nrIrdkMEcgJK
-timestamp: 2026-07-24T22:01:56Z
-git_ref: flake_update
-scope: config
-substantive: true
-raw_file: 20260724T220156Z_43d7a3ed_prompt_io.raw.md
----
-
-## Prompt
-
-After committing Piker's provider-neutral deployment, the user asked to
-extract Piker-specialized `/run-tests` content from the historical
-`wkt/run_tests_skill` implementation into the new deployment.
-
-## Response summary
-
-Create a repository-owned `test-harness-reference.md` for the canonical Run
-base. Revalidate historical commands and assumptions against current pytest,
-uv/Nix environments, tests, fixtures, and Tractor runtime behavior, retaining
-only current Piker-specific guidance.
-
-## Files changed
-
-- `.claude/skills/run-tests/test-harness-reference.md` - define Piker's safe
-  commands, opt-in boundaries, mappings, known outcomes, and runtime notes.
-
-## Human edits
-
-None at generation time; pending human review.

ai/prompt-io/opencode/20260724T220156Z_43d7a3ed_prompt_io.raw.md

@@ -1,32 +0,0 @@
----
-model: openai/gpt-5.6-sol
-service: opencode
-timestamp: 2026-07-24T22:01:56Z
-git_ref: flake_update
-diff_cmd: git diff HEAD~1..HEAD
----
-
-The user asked to extract useful Piker-specific `/run-tests` behavior from
-`wkt/run_tests_skill` after committing the provider-neutral deployment.
-
-> `git diff HEAD~1..HEAD -- .claude/skills/run-tests/test-harness-reference.md`
-
-Generate a repository-owned harness reference rather than restoring the old
-standalone `SKILL.md`. Preserve verified Piker-specific environment, command,
-scope, fixture, test-layout, change-mapping, known-outcome, and Tractor-runtime
-details while leaving shared execution and cleanup policy in the canonical
-`ai.skillz` base.
-
-Repository inspection found that the historical skill needs correction:
-
-- the comments-only `pytest.ini` shadows `pyproject.toml` pytest options, so
-  `-p no:xonsh` must be explicit;
-- no marker-based offline suite exists, and several live/GUI/container tests
-  are unsafe defaults;
-- skipped Docker and Questrade modules can fail during import before marks;
-- actor timeout retry remains relevant only for the exact timed-out command;
-- `py313` and frozen no-sync `uv run` are the current local environment paths.
-
-Validate with checkout import resolution, safe collection, and deterministic
-watchlist/accounting tests. Do not run live broker, GUI, container,
-credentialed, or user-config-dependent cases during harness verification.

ai/prompt-io/opencode/20260727T204711Z_84a6d47b_prompt_io.md

@@ -1,40 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-session: unavailable
-timestamp: 2026-07-27T20:47:11Z
-git_ref: 84a6d47b
-scope: code
-substantive: true
-raw_file: 20260727T204711Z_84a6d47b_prompt_io.raw.md
----
-
-## Prompt
-
-The user identified that `backfiller_deep_fixes` introduced persistent
-`.parquet.lock` files, questioned whether Parquet or Arrow already handled
-writer coordination, and clarified that piker's `tractor` structured
-concurrency design already provides single-writer ownership through the
-persistent `datad` feed task. The user then asked to open the backfiller
-worktree and resolve the redundant locking.
-
-## Response summary
-
-Removed redundant actor-local and filesystem locking while preserving
-atomic crash-safe Parquet replacement. Replaced the synthetic contention
-test with regressions for the actual cross-branch failure: writes create
-no lock sidecars, and legacy lock artifacts are ignored during indexing.
-
-## Files changed
-
-- `piker/storage/nativedb.py` - rely on `datad` writer ownership
-- `tests/test_storage_nativedb.py` - lock-sidecar regressions
-- `ai/prompt-io/opencode/20260727T204711Z_84a6d47b_prompt_io.raw.md`
-  - unedited response record
-- `ai/prompt-io/opencode/20260727T204711Z_84a6d47b_prompt_io.md`
-  - provenance metadata and response summary
-
-## Human edits
-
-None - generated changes have not been edited by the human.

ai/prompt-io/opencode/20260727T204711Z_84a6d47b_prompt_io.raw.md

@@ -1,30 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-timestamp: 2026-07-27T20:47:11Z
-git_ref: 84a6d47b
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff HEAD~1..HEAD -- piker/storage/nativedb.py`
-
-Removed actor-local and filesystem writer locks from NativeDB. The
-persistent `datad` feed task already owns writes for each series, while
-its timeframe children write distinct files. NativeDB retains validated
-temporary writes, file and directory synchronization, and atomic target
-replacement for crash durability. The exact `.parquet` suffix filter is
-retained so legacy lock sidecars are harmless.
-
-> `git diff HEAD~1..HEAD -- tests/test_storage_nativedb.py`
-
-Removed the synthetic cross-client lock-contention test. Added regression
-coverage proving replacement and incremental writes create no lock
-sidecars. Extended indexing coverage with the legacy
-`.parquet.lock` artifact that caused upstream `flake_update` to crash.
-
-Verification generated with the patch:
-
-- NativeDB and history regression set: 20 passed
-- Ruff: passed
-- `git diff --check`: passed

ai/prompt-io/opencode/20260727T212454Z_689df816_prompt_io.md

@@ -1,42 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-session: ses_0799212ebffe42arY96czXn89F
-timestamp: 2026-07-27T21:24:54Z
-git_ref: 689df816
-scope: code
-substantive: true
-raw_file: 20260727T212454Z_689df816_prompt_io.raw.md
----
-
-## Prompt
-
-The user reran the known IB FQME on `backfiller_deep_fixes` and reported
-that `publish_latest_frame()` still failed because NativeDB required an
-`index` absent from IB's provider frame. The user called out the missed
-tabular schema boundary and requested an actual end-to-end test suite
-rather than storage fakes.
-
-## Response summary
-
-Repaired the IB-provider-to-NativeDB boundary by canonicalizing durable
-fields and mapping reloads into provider-specific SHM buffers. Added a
-local actor/SHM/Parquet integration regression covering first startup and
-restart, plus focused conversion and timestamp-coercion tests. Two review
-rounds found and resolved restart hydration and fractional-time hazards.
-
-## Files changed
-
-- `piker/storage/nativedb.py` - canonical storage and SHM field mapping
-- `piker/tsp/_anal.py` - name-based Polars-to-NumPy conversion
-- `tests/test_history_backfill.py` - actor/SHM/Parquet integration test
-- `tests/test_storage_nativedb.py` - schema conversion regressions
-- `ai/prompt-io/opencode/20260727T212454Z_689df816_prompt_io.raw.md`
-  - unedited response record
-- `ai/prompt-io/opencode/20260727T212454Z_689df816_prompt_io.md`
-  - provenance metadata and response summary
-
-## Human edits
-
-None - generated changes have not been edited by the human.

ai/prompt-io/opencode/20260727T212454Z_689df816_prompt_io.raw.md

@@ -1,34 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-timestamp: 2026-07-27T21:24:54Z
-git_ref: 689df816
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff HEAD~1..HEAD -- piker/storage/nativedb.py piker/tsp/_anal.py`
-
-Normalized index-less provider frames to NativeDB's canonical names,
-order, and dtypes before merge and publication. Provider-only columns
-are excluded from durable files, derived indexes are regenerated, and
-fractional timestamps are rejected before integer conversion. Added a
-canonical field map for hydrating provider-specific SHM buffers while
-leaving provider-only fields at their defaults. Changed Polars-to-NumPy
-conversion to select columns by field name rather than position.
-
-> `git diff HEAD~1..HEAD -- tests/test_history_backfill.py tests/test_storage_nativedb.py`
-
-Added deterministic coverage using IB's actual provider dtype and a real
-local `tractor` root actor, IB-typed shared-memory buffers, NativeDB,
-Parquet persistence, first-start publication, and restart hydration.
-Added focused regressions for reordered/extra Polars columns and
-fractional timestamp rejection.
-
-Verification generated with the patch:
-
-- NativeDB and history integration set: 23 passed
-- Ruff: passed
-- `git diff --check`: passed
-- second adversarial review: no findings
-- no live gateway or network tests run

ai/prompt-io/opencode/20260727T215906Z_689df816_prompt_io.md

@@ -1,41 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-session: ses_0799212ebffe42arY96czXn89F
-timestamp: 2026-07-27T21:59:06Z
-git_ref: 689df816
-scope: code
-substantive: true
-raw_file: 20260727T215906Z_689df816_prompt_io.raw.md
----
-
-## Prompt
-
-After the actor/SHM/Parquet integration test exposed a stale SHM triplet,
-the user requested leak-cleaner machinery in the pytest harness using
-Tractor's existing ownership and lifetime patterns.
-
-## Response summary
-
-Added creator-scoped SHM leak tracking to pytest without scanning
-`/dev/shm` or treating attachments as owned. The fixture cooperates with
-normal Tractor teardown, verifies POSIX object identity before fallback
-cleanup, restores process-local token state, and fails after cleaning a
-leak. Regressions cover the exact pre-actor-registration allocation window,
-positional creators, and external attachment safety.
-
-## Files changed
-
-- `tests/conftest.py` - creator-scoped SHM leak tracking fixture
-- `tests/test_shm_cleanup.py` - ownership and failure-window regressions
-- `.claude/skills/run-tests/test-harness-reference.md`
-  - document current-process SHM cleanup behavior
-- `ai/prompt-io/opencode/20260727T215906Z_689df816_prompt_io.raw.md`
-  - unedited response record
-- `ai/prompt-io/opencode/20260727T215906Z_689df816_prompt_io.md`
-  - provenance metadata and response summary
-
-## Human edits
-
-None - generated changes have not been edited by the human.

ai/prompt-io/opencode/20260727T215906Z_689df816_prompt_io.raw.md

@@ -1,25 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-timestamp: 2026-07-27T21:59:06Z
-git_ref: 689df816
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff HEAD~1..HEAD -- tests/conftest.py tests/test_shm_cleanup.py .claude/skills/run-tests/test-harness-reference.md`
-
-Added function-scoped SHM ownership tracking around Tractor's test-process
-factory. The fixture records only successful creators, removes ownership
-records during normal Tractor teardown, verifies POSIX object identity
-before fallback unlink, restores the token-cache baseline, and fails after
-cleaning any leak. Regressions reproduce allocation failure before actor
-lifetime registration and prove external attachments remain untouched.
-
-Verification generated with the patch:
-
-- SHM cleanup regressions: 2 passed
-- combined SHM, NativeDB, and history set: 25 passed
-- Ruff: passed
-- `git diff --check`: passed
-- final adversarial review: no findings

ai/prompt-io/opencode/20260728T003247Z_ed85721c_prompt_io.md

@@ -1,42 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-session: 24fb9765-a550-4570-8350-f0fc9b7e17db
-timestamp: 2026-07-28T00:32:47Z
-git_ref: ed85721c
-scope: code
-substantive: true
-raw_file: 20260728T003247Z_ed85721c_prompt_io.raw.md
----
-
-## Prompt
-
-Build a safe xonsh workflow for qualifying NativeDB and reverse-backfill
-correctness against a known gappy IB chart, beginning with
-`mnq.cme.20260918`. Cover baseline, fresh, restart, append, and expansion
-testing through implementation, adversarial review, and verification.
-
-## Response summary
-
-Implemented a private disposable xonsh qualification workflow. Evidence is
-tied to a fixed case, report checksum, snapshot checksum, worktree import,
-and phase metadata. Added explicit path and symlink safety, source
-replacement handling, xonsh child environments, and lifecycle preservation
-comparisons.
-
-## Files changed
-
-- `snippets/nativedb_backfill_audit.xsh` - disposable qualification helpers
-- `docs/manual_backfill_qualification.rst` - operator lifecycle runbook
-- `tests/test_backfill_audit_snippet.py` - xonsh and comparison regressions
-- `.claude/skills/run-tests/test-harness-reference.md`
-  - qualification test-harness guidance
-- `ai/prompt-io/opencode/20260728T003247Z_ed85721c_prompt_io.raw.md`
-  - unedited response record
-- `ai/prompt-io/opencode/20260728T003247Z_ed85721c_prompt_io.md`
-  - provenance metadata and response summary
-
-## Human edits
-
-None - generated changes have not been edited by the human.

ai/prompt-io/opencode/20260728T003247Z_ed85721c_prompt_io.raw.md

@@ -1,32 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-timestamp: 2026-07-28T00:32:47Z
-git_ref: ed85721c
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff HEAD~1..HEAD -- snippets/nativedb_backfill_audit.xsh docs/manual_backfill_qualification.rst tests/test_backfill_audit_snippet.py .claude/skills/run-tests/test-harness-reference.md`
-
-Added sourceable xonsh helpers that create a private disposable root, bind
-child processes to the reviewed worktree, capture checksum-bound phase
-evidence, safely seed and clear test history, and compare lifecycle
-preservation.
-
-The workflow rejects path traversal, pre-existing symlinks, output
-collisions, mismatched case/report/snapshot evidence, and same-phase
-comparison. The accompanying runbook covers known-bad replay, fresh
-backfill, restart, append, gap triage, and expansion cases.
-
-Verification generated with the patch:
-
-- xonsh qualification helper regressions: passed
-- xonsh sourceability: passed
-- Ruff: passed
-- `git diff --check`: passed
-
-Adversarial review drove additional evidence binding, worktree executable,
-environment propagation, source replacement, and descriptor-level safety
-fixes. Residual concurrent mutation risk is stated explicitly in the private
-disposable-root runbook.

ai/prompt-io/opencode/20260728T005034Z_ed85721c_prompt_io.md

@@ -1,40 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-session: 24fb9765-a550-4570-8350-f0fc9b7e17db
-timestamp: 2026-07-28T00:50:34Z
-git_ref: ed85721c
-scope: code
-substantive: true
-raw_file: 20260728T005034Z_ed85721c_prompt_io.raw.md
----
-
-## Prompt
-
-Add reusable read-only tooling to qualify raw NativeDB Parquet against a
-known gappy IB chart, beginning with `mnq.cme.20260918`. Preserve malformed
-evidence and distinguish structural validity from unclassified positive
-gaps without opening or mutating the storage runtime.
-
-## Response summary
-
-Implemented raw Parquet audit reporting with human and JSON output, bounded
-cadence details, exact integer arithmetic, strict status, collision-safe
-snapshot capture, and source path protections. Regressions cover malformed
-schema and values, timestamp precision, gap arithmetic, corrupt bytes,
-copy failures, symlinks, traversal, and read-only CLI behavior.
-
-## Files changed
-
-- `piker/storage/_audit.py` - raw Parquet audit and snapshot implementation
-- `piker/storage/cli.py` - `piker store audit` command
-- `tests/test_storage_audit.py` - audit and CLI regressions
-- `ai/prompt-io/opencode/20260728T005034Z_ed85721c_prompt_io.raw.md`
-  - unedited response record
-- `ai/prompt-io/opencode/20260728T005034Z_ed85721c_prompt_io.md`
-  - provenance metadata and response summary
-
-## Human edits
-
-None - generated changes have not been edited by the human.

ai/prompt-io/opencode/20260728T005034Z_ed85721c_prompt_io.raw.md

@@ -1,27 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-timestamp: 2026-07-28T00:50:34Z
-git_ref: ed85721c
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff HEAD~1..HEAD -- piker/storage/_audit.py piker/storage/cli.py tests/test_storage_audit.py`
-
-Added a raw, read-only NativeDB Parquet audit with human and JSON output,
-bounded cadence evidence, exact integer arithmetic, pre-parse snapshot
-capture, and strict qualification status.
-
-The command rejects unsafe FQME paths, symlinked sources and outputs,
-destination collisions, non-regular source nodes, malformed canonical
-schema, non-finite values, invalid timestamps, noncanonical indexes, and
-sub-period cadence. Copy-failure cleanup preserves source bytes while
-completed corrupt snapshots remain available for diagnosis.
-
-Verification generated with the patch:
-
-- storage audit and CLI regressions: passed
-- Ruff: passed
-- `git diff --check`: passed
-- final adversarial review: no findings

ai/prompt-io/opencode/20260728T232718Z_ed85721c_prompt_io.md

@@ -1,39 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-session: 24fb9765-a550-4570-8350-f0fc9b7e17db
-timestamp: 2026-07-28T23:27:18Z
-git_ref: ed85721c
-scope: code
-substantive: true
-raw_file: 20260728T232718Z_ed85721c_prompt_io.raw.md
----
-
-## Prompt
-
-Diagnose the live `pikerd` failure where backfill publication raised
-`ValueError: OHLCV timestamps must be finite and positive` while merging the
-known gappy MNQ NativeDB baseline with fresh IB history. Determine whether to
-commit the pending audit stack or iterate first.
-
-## Response summary
-
-Traced the primary failure through `publish_latest_frame()` to
-`NativeStorageClient.update_ohlcv()`. The incoming frame was valid, but the
-canonicalized persisted baseline retained its epoch-zero row and caused the
-merged frame to fail validation. Added persisted-row repair before merge and
-a regression using the observed legacy schema characteristics.
-
-## Files changed
-
-- `piker/storage/nativedb.py` - drop non-positive persisted rows during merge
-- `tests/test_storage_nativedb.py` - live MNQ failure-shape regression
-- `ai/prompt-io/opencode/20260728T232718Z_ed85721c_prompt_io.raw.md`
-  - unedited response record
-- `ai/prompt-io/opencode/20260728T232718Z_ed85721c_prompt_io.md`
-  - provenance metadata and response summary
-
-## Human edits
-
-None - generated changes have not been edited by the human.

ai/prompt-io/opencode/20260728T232718Z_ed85721c_prompt_io.raw.md

@@ -1,27 +0,0 @@
----
-model: gpt-5.6-sol
-provider: openai
-service: opencode
-timestamp: 2026-07-28T23:27:18Z
-git_ref: ed85721c
-diff_cmd: git diff HEAD~1..HEAD
----
-
-> `git diff HEAD~1..HEAD -- piker/storage/nativedb.py tests/test_storage_nativedb.py`
-
-Fixed incremental NativeDB updates against legacy persisted history with
-non-positive timestamps. Incoming provider frames remain strictly validated,
-while merge repair discards invalid persisted rows before concat, dedupe,
-ordering, canonical-index rewrite, and atomic publication.
-
-The regression reproduces the observed MNQ baseline shape: one epoch-zero
-row, noncanonical absolute indexes, extra derived columns, and a valid fresh
-IB frame. It proves the invalid row is removed while all valid old and new
-bars survive with canonical indexes.
-
-Verification generated with the patch:
-
-- NativeDB regressions: 18 passed
-- history backfill regressions: 6 passed
-- focused Ruff: passed
-- `git diff --check`: passed