Kirill Kostarev
64 lines
2.6 KiB
Markdown
64 lines
2.6 KiB
Markdown
# SkillOpt-Sleep — Codex integration
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Give your **Codex** agent a nightly **sleep cycle**: it reviews past sessions
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offline, replays your recurring tasks on your own Codex budget, and consolidates
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what it learns into validated memory + skills behind a held-out gate. Same engine
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as the Claude Code plugin (`skillopt_sleep`), wrapped for Codex.
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> **Verified on Codex:** on the public
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> [gbrain-evals](https://github.com/garrytan/gbrain-evals) `skillopt-v1`
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> benchmark, a deliberately deficient skill goes **0.00 → 1.00** on a held-out
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> set with the Codex backend (incl. the tool-use seed via a real tool loop).
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> See [`../../docs/sleep/FINAL_REPORT.md`](../../docs/sleep/FINAL_REPORT.md).
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## What Codex supports (and what we use)
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Codex (`@openai/codex`) extends via **`AGENTS.md`** instructions, **skills** at
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`~/.agents/skills/<name>/SKILL.md`, and plugins that can distribute skills.
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Custom prompts are deprecated in Codex, so this integration is skill-first: the
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installed `skillopt-sleep` skill contains the launch commands and operating
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rules. The shared runner remains a plain shell entrypoint that the skill calls.
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## Install
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```bash
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git clone <repo-url> SkillOpt-Sleep
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cd SkillOpt-Sleep
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bash plugins/codex/install.sh # installs the skill
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export SKILLOPT_SLEEP_REPO="$(pwd)" # so the runner is found from anywhere
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```
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Requires Python ≥ 3.10 and the `codex` CLI on PATH.
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## Use
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Mention `$skillopt-sleep` where Codex supports explicit skill mentions, or ask
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Codex in natural language:
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```text
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Use the skillopt-sleep skill to run status for this project.
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Use the skillopt-sleep skill to run a dry-run for this project.
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Use the skillopt-sleep skill to run the full cycle for this project with the Codex backend.
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Use the skillopt-sleep skill to adopt the latest staged proposal.
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```
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Or call the engine directly:
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```bash
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python -m skillopt_sleep run --project "$(pwd)" --backend codex
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```
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Default backend is `mock` (no API spend). `--backend codex` uses your Codex
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budget for real improvement. All the controllable knobs (`--gate on|off`,
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`--rollouts-k`, `--budget-tokens`, `--preferences`, optimizer/target split) work
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identically — see [`../../docs/sleep/CONTROLLABLE_DREAMING.md`](../../docs/sleep/CONTROLLABLE_DREAMING.md).
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## Notes / status
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- Codex's `exec` runs shell, so the real-tool-loop replay (e.g. the
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`tool_called: search` benchmark seed) works natively.
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- This integration no longer installs a `.codex/prompts` slash command. Skills
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are the reusable Codex workflow surface; mention `skillopt-sleep` explicitly
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or ask for a sleep/dream/offline self-improvement run and Codex can load the
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skill.
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