SkillOpt

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Author	SHA1	Message	Date
dimitarvdenev	b309723baa	feat(sleep): add handoff backend — session-executed model calls, no API subprocess (#125 ) Adds --backend handoff: the engine runs all deterministic stages and outsources attempt/judge/reflect to prompt/answer files an interactive agent session fills between runs (exit 3 = pending batch, re-run to resume). Deterministic replay + the prompt-hash answer cache make resume stateless; sentinel detection aborts any call built from unanswered output so placeholders never reach scores or staging. Session digests and mined tasks are pinned per night (secret-redacted) so the sessions answering prompts cannot shift the task set, and LLM mining is routed through the same handoff files. Ships a /skillopt-sleep-handoff Claude Code command that answers each prompt in a fresh-context subagent to protect the held-out gate. Co-authored-by: Claude Fable 5 <noreply@anthropic.com>	2026-07-13 01:23:53 +09:00
CharlesYang030	e4ea6a6771	chore(release): v0.2.0 Highlights since v0.1.0: - feat: SkillOpt-Sleep engine — nightly offline self-evolution (harvest -> mine -> replay -> consolidate behind a validation gate), with multi-objective reward, experience replay + dream rollouts, slow-update long-term memory, and secret redaction in cycle diagnostics. Shipped as the `skillopt-sleep` CLI. - feat: cross-tool backends & plugin shells — Claude, Codex (+Desktop harvest), Copilot, Devin, and OpenClaw. - feat: SearchQA split materialization + rollout fail-fast. - fix: Windows robustness for claude/codex backends, hardened JSON fallback, Qwen timeout/thinking gating, Codex failure surfacing. Packaging: - Bump pyproject / skillopt / skillopt_sleep to 0.2.0. - Restore skillopt_webui to the packaged wheel. See CHANGELOG.md for the full changelog and contributor acknowledgements. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>	2026-07-02 22:11:10 +08:00

Author

SHA1

Message

Date

dimitarvdenev

b309723baa

feat(sleep): add handoff backend — session-executed model calls, no API subprocess (#125 )

Adds --backend handoff: the engine runs all deterministic stages and
outsources attempt/judge/reflect to prompt/answer files an interactive
agent session fills between runs (exit 3 = pending batch, re-run to
resume). Deterministic replay + the prompt-hash answer cache make resume
stateless; sentinel detection aborts any call built from unanswered
output so placeholders never reach scores or staging. Session digests
and mined tasks are pinned per night (secret-redacted) so the sessions
answering prompts cannot shift the task set, and LLM mining is routed
through the same handoff files. Ships a /skillopt-sleep-handoff Claude
Code command that answers each prompt in a fresh-context subagent to
protect the held-out gate.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>

2026-07-13 01:23:53 +09:00

CharlesYang030

e4ea6a6771

chore(release): v0.2.0

Highlights since v0.1.0:
- feat: SkillOpt-Sleep engine — nightly offline self-evolution
  (harvest -> mine -> replay -> consolidate behind a validation gate),
  with multi-objective reward, experience replay + dream rollouts,
  slow-update long-term memory, and secret redaction in cycle diagnostics.
  Shipped as the `skillopt-sleep` CLI.
- feat: cross-tool backends & plugin shells — Claude, Codex (+Desktop
  harvest), Copilot, Devin, and OpenClaw.
- feat: SearchQA split materialization + rollout fail-fast.
- fix: Windows robustness for claude/codex backends, hardened JSON
  fallback, Qwen timeout/thinking gating, Codex failure surfacing.

Packaging:
- Bump pyproject / skillopt / skillopt_sleep to 0.2.0.
- Restore skillopt_webui to the packaged wheel.

See CHANGELOG.md for the full changelog and contributor acknowledgements.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

2026-07-02 22:11:10 +08:00

2 Commits