菜单
Consume captured pipy parity-loop lessons and materialize each into a gated edit to the skills/docs/tests/harness. Applies only when the working directory is the pipy repo (~/projects/pipy).
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Run a bounded, fail-closed Claude Code review gate over the current git worktree with a configurable Claude model and strict read-only isolation. Use for fresh-context different-family reviews before commit, including requests for Opus, Fable, Sonnet, or an explicitly selected Claude model; drive fix and re-review rounds until the configured reviewer returns CLEAN.
Use before committing an implementation slice when a configurable different-family reviewer should inspect the slice, or when coordinating up to three fix/re-review cycles with Claude, Codex, or Pi. Claude reviews delegate to the supervised claude-review-loop harness.
Use when you want a fresh-context code-review gate before committing — runs Pi only with the approved OpenAI Codex GPT-5.6 Sol model at high reasoning over the current git diff in a bounded, observable loop, and only proceeds when Pi returns CLEAN. Never falls back to Claude/Anthropic, local models, OpenRouter, or another provider. Drives review → fix → re-review up to a round cap. Triggers: "have pi review this", "pi review before commit", "run the pi review loop".
Use before committing an implementation slice when a configurable different-family reviewer should inspect the slice, or when coordinating up to three fix/re-review cycles with Claude, Codex, or Pi. Claude reviews delegate to the supervised claude-review-loop harness.
Use when the user asks for a compact goal prompt, goal condition, create_goal objective, continuation objective, or second-agent goal statement, especially when the destination has a strict character limit such as 4000 characters. Generate a concise, context-specific goal condition from the current worktree, session context, and relevant planning docs without producing a full implementation or review handoff.
Legacy compatibility alias for claude-review-loop. Use only when an existing workflow explicitly invokes opus-review-loop; delegate the review to the canonical configurable Claude gate with the Opus model.
| name | parity-improve |
| description | Consume captured pipy parity-loop lessons and materialize each into a gated edit to the skills/docs/tests/harness. Applies only when the working directory is the pipy repo (~/projects/pipy). |
This skill applies only when your working directory is the pipy repo
(~/projects/pipy). If you are anywhere else, do not use it.
Follow the canonical workflow in docs/parity-loop/improve-body.md — resolve that
relative path against the pipy repo root and read it now. Consume the open lessons
(python3 scripts/parity_lessons.py list --status open) and materialize each into
a gated change; run the steps inline.
Honor the body's hard rules:
claude-review-loop (Opus by default, or the explicitly
configured Claude model).skill-body.md, improve-body.md,
wrappers) require human or judge-agent sign-off; rejecting a lesson is gated too.applied without a real materializing commit — the helper
enforces this.