---
model: openai/gpt-5.6-sol
service: opencode
session: 76c5d31c-5a2f-4503-9b16-410ee7f4fab3
timestamp: 2026-08-20T02:30:05Z
git_ref: 88a23449
scope: docs
substantive: true
raw_file: 20260820T023005Z_88a23449_prompt_io.raw.md
---

## Prompt

Audit all documentation and executable examples once more, replacing
prescriptive `run_in_actor()` usage with `to_actor.run()` or explicit
actor/context lifetime APIs before PR #481 lands.

## Response summary

Rewrote one-shot documentation around direct blocking result delivery,
linked context execution and per-call reaping. Migrated all runnable
examples, using daemon actors where reciprocal dialogs require longer
lifetimes. Added API/guide cross-links and retained only three explicit
legacy references.

## Files changed

- `docs/` - update API, quickstart and subsystem guides to showcase
  `tractor.to_actor.run()` and link its underlying core APIs.
- `examples/` - migrate one-shot calls and preserve explicit daemon
  lifetimes for reciprocal or long-lived actor dialogs.

## Human edits

The human requested a final docs pass covering every place that should
showcase `to_actor` over `.run_in_actor()`. Earlier review also required
named target arguments to remain visible through `functools.partial()`
and core API references to link to local guides/reference pages. These
were human-directed agent edits; the human made no direct source-line
edits.