القائمة
Post-implementation cleanup for recent changes using parallel reuse, quality, and efficiency reviewers. Use after building a feature or fix, before commit, PR, or submit.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
| name | simplify |
| description | Post-implementation cleanup for recent changes using parallel reuse, quality, and efficiency reviewers. Use after building a feature or fix, before commit, PR, or submit. |
| version | 0.1.0 |
| author | George-RD |
| x-compatibility | jcode-primary, claude-code-adaptable, opencode-adaptable |
Use this skill after implementation and tests, before commit or submit.
Simplify is cleanup/pre-review hardening, not a substitute for correctness, security, acceptance, or submit review.
Core principle: tighten recent changes without expanding scope. Find duplication, code quality issues, and efficiency problems, then apply only high-signal fixes. Repeat simplify only when the latest fix cycle made medium or large changes.
git diff, git diff --staged, or the commit range the user gives.Read references only when needed:
references/reviewer-prompts.md: prompts for reuse, quality, and efficiency lenses when external reviewers are justified by scale.references/fix-policy.md: which simplify findings to apply or skip.assets/simplify-loop.mmd: Mermaid loop diagram template.scripts/validate.sh: behavioral contract checks for this skill.Primary review entrypoint for plans, diffs, commits, subagent results, and pre-submit checks. Selects quick, standard, or deep mode by scale and risk.
Planner-led repo improvement loops with subagents, review gates, Mermaid DAGs, and workflow-aware commits. Use for improve, refactor, audit, or continue-loop requests.
Triage and apply code review feedback with technical verification. Use when a human, reviewer subagent, CI, or adversarial reviewer returns findings or requested changes.
Heavy review mode normally invoked by request-code-review for risky checkpoints, pre-submit stacks, OpenSpec/cflx acceptance, security-sensitive work, or explicit deep review, audit, or red-team requests.
End-of-workflow learning loop for skill-guided work. Use at session/checkpoint closeout to classify GitHub/CodeRabbit/human/CI findings, log missed-review patterns, and propose skill improvements only when evidence justifies them.
Use this skill when working in a repo that uses Graphite (the `gt` CLI) for stacked PRs. Activates whenever the git common dir contains `.graphite_repo_config`, the project's CLAUDE.md mentions Graphite or `graphite-pr`, or the user mentions `gt`, stacked PRs, atomic commits, or splitting a change into reviewable pieces. Drives the daily commit → submit → review → merge loop and the rules for sizing atomic commits. To bootstrap Graphite in a new repo, read `references/setup.md` first.