Make `store ls` show every NativeDB FQME and its available sample
periods by default. Keep `store series` as the detailed view of
each exact sub-series, including its period, size and path. Share
the same optional FQME filter and numerically ordered payload.
Use `store shm` as the canonical volatile-buffer ep and make its
default operation a read-only report. Enter the prior persistence
workflow only through `--write-parquet`, require that flag before
`--reload-parquet-to-shm`. Reject read-only formatting options in
repair mode instead of silently ignoring them.
Also,
- update the qualification docs, debug helper and harness refs;
- cover no-flag listings, command help and SHM mode validation;
- retain exact generation and object-name selection for stale SHM.
Prompt-IO: ai/prompt-io/opencode/20260801T015321Z_74ea2152_prompt_io.md
(this patch was generated in some part by `opencode` using `gpt-5.6-sol` (`openai`))
Add a new `snippets/claude_debug_helper.py` to
provide a programmatic interface to `tractor.pause()` debugger
sessions for incremental data inspection matching the interactive UX
but able to be run by `claude` "offline" since it can't seem to feed
stdin (so it claims) to the `pdb` instance due to lack of ability to
allocate a tty internally.
The script-wrapper is based on `tractor`'s `tests/devx/` suite's use of
`pexpect` patterns for driving `pdbp` prompts and thus enables
automated-offline execution of REPL-inspection commands **without**
using incremental-realtime output capture (like a human would use it).
Features:
- `run_pdb_commands()`: batch command execution
- `InteractivePdbSession`: context manager for step-by-step REPL interaction
- `expect()` wrapper: timeout handling with buffer display
- Proper stdin/stdout handling via `pexpect.spawn()`
Example usage:
```python
from debug_helper import InteractivePdbSession
with InteractivePdbSession(
cmd='piker store ldshm zecusdt.usdtm.perp.binance'
) as session:
session.run('deduped.shape')
session.run('step_gaps.shape')
```
(this patch was generated in some part by [`claude-code`][claude-code-gh])
[claude-code-gh]: https://github.com/anthropics/claude-code
Gud Boi