SkillOpt

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Author	SHA1	Message	Date
Yifan Yang	233b619555	feat(sleep): marketplace manifest, install docs, final report shell, sweep flush - skillopt-sleep-plugin/.claude-plugin/marketplace.json so the plugin is installable via `/plugin marketplace add ./skillopt-sleep-plugin`. - README install section (clone -> add marketplace -> install -> /sleep status). - docs/sleep/FINAL_REPORT.md: the consolidated presented results doc (real Claude+Codex, transfer, and the honest thorough-analyst failure + fix). - sweep.py flushes stdout for live monitoring. Co-Authored-By: Claude Opus 4 <noreply@anthropic.com>	2026-06-08 14:31:51 +00:00
Yifan Yang	63c79b3602	docs(sleep): record real Claude+Codex gbrain results; both reach 0->1.00 Codex with the directive reflect prompt + 2 nights converges 0.00 -> 1.00 (up from 0.67 single-night); its night-2 edit diagnoses its own residual failure ("preserve required sections even when keeping the brief short"). Claude (Haiku) reaches 1.00 in one night. Update plugin README + skill to reference --backend claude\|codex (was anthropic) and surface the benchmark. Co-Authored-By: Claude Opus 4 <noreply@anthropic.com>	2026-06-08 14:31:51 +00:00
Yifan Yang	4e7add899d	feat(sleep): nightly offline self-evolution engine + Claude Code plugin Add skillopt/sleep — a deployment-time companion to SkillOpt that gives a local Claude agent a nightly "sleep cycle": harvest ~/.claude transcripts -> mine recurring tasks -> replay offline -> consolidate (reflect -> bounded edit -> held-out GATE) -> stage -> adopt Synthesizes SkillOpt (validation-gated bounded text optimization, reusing skillopt.evaluation.gate verbatim), Claude Dreams (offline consolidation; input never mutated; review-then-adopt), and the agent-sleep paper (short-term experience -> long-term competence). Engine (skillopt/sleep/, import-light, py>=3.10): - harvest.py read-only parse of session JSONL + history.jsonl - mine.py sessions -> TaskRecords (heuristic miner + LLM hook) - backend.py MockBackend (deterministic, no API) + AnthropicBackend - replay.py offline re-run -> (hard, soft) scores - consolidate.py one SkillOpt epoch behind a held-out gate - memory.py protected-region edits to SKILL.md / CLAUDE.md - staging.py stage proposals; adopt with backup (Dreams safety contract) - cycle.py + __main__.py orchestrator + CLI (run/dry-run/status/adopt/harvest) Plugin (skillopt-sleep-plugin/): plugin.json, /sleep command, skillopt-sleep skill, SessionEnd hook, bundled runner + cron generator. Validation (deterministic, no API): persona experiment proves held-out lift (researcher 0.33->1.0, programmer 0.32->1.0) AND that the gate rejects an injected harmful edit. 13 stdlib-unittest tests pass, incl. full cycle + adopt-with-backup and parsing of real on-disk transcripts. Co-Authored-By: Claude Opus 4 <noreply@anthropic.com>	2026-06-08 14:31:51 +00:00

Author

SHA1

Message

Date

Yifan Yang

233b619555

feat(sleep): marketplace manifest, install docs, final report shell, sweep flush

- skillopt-sleep-plugin/.claude-plugin/marketplace.json so the plugin is
  installable via `/plugin marketplace add ./skillopt-sleep-plugin`.
- README install section (clone -> add marketplace -> install -> /sleep status).
- docs/sleep/FINAL_REPORT.md: the consolidated presented results doc (real
  Claude+Codex, transfer, and the honest thorough-analyst failure + fix).
- sweep.py flushes stdout for live monitoring.

Co-Authored-By: Claude Opus 4 <noreply@anthropic.com>

2026-06-08 14:31:51 +00:00

Yifan Yang

63c79b3602

docs(sleep): record real Claude+Codex gbrain results; both reach 0->1.00

Codex with the directive reflect prompt + 2 nights converges 0.00 -> 1.00
(up from 0.67 single-night); its night-2 edit diagnoses its own residual
failure ("preserve required sections even when keeping the brief short").
Claude (Haiku) reaches 1.00 in one night. Update plugin README + skill to
reference --backend claude|codex (was anthropic) and surface the benchmark.

Co-Authored-By: Claude Opus 4 <noreply@anthropic.com>

2026-06-08 14:31:51 +00:00

Yifan Yang

4e7add899d

feat(sleep): nightly offline self-evolution engine + Claude Code plugin

Add skillopt/sleep — a deployment-time companion to SkillOpt that gives a
local Claude agent a nightly "sleep cycle":

  harvest ~/.claude transcripts -> mine recurring tasks -> replay offline
    -> consolidate (reflect -> bounded edit -> held-out GATE) -> stage -> adopt

Synthesizes SkillOpt (validation-gated bounded text optimization, reusing
skillopt.evaluation.gate verbatim), Claude Dreams (offline consolidation;
input never mutated; review-then-adopt), and the agent-sleep paper
(short-term experience -> long-term competence).

Engine (skillopt/sleep/, import-light, py>=3.10):
  - harvest.py   read-only parse of session JSONL + history.jsonl
  - mine.py      sessions -> TaskRecords (heuristic miner + LLM hook)
  - backend.py   MockBackend (deterministic, no API) + AnthropicBackend
  - replay.py    offline re-run -> (hard, soft) scores
  - consolidate.py  one SkillOpt epoch behind a held-out gate
  - memory.py    protected-region edits to SKILL.md / CLAUDE.md
  - staging.py   stage proposals; adopt with backup (Dreams safety contract)
  - cycle.py + __main__.py  orchestrator + CLI (run/dry-run/status/adopt/harvest)

Plugin (skillopt-sleep-plugin/): plugin.json, /sleep command, skillopt-sleep
skill, SessionEnd hook, bundled runner + cron generator.

Validation (deterministic, no API): persona experiment proves held-out lift
(researcher 0.33->1.0, programmer 0.32->1.0) AND that the gate rejects an
injected harmful edit. 13 stdlib-unittest tests pass, incl. full cycle +
adopt-with-backup and parsing of real on-disk transcripts.

Co-Authored-By: Claude Opus 4 <noreply@anthropic.com>

2026-06-08 14:31:51 +00:00

3 Commits