菜单
Review diffs for over-engineering only — delete-list with stdlib/native/yagni tags. Use for "ponytail-review", "review for over-engineering", "what can we delete", "simplify review", or before merge when the diff looks bloated. Complements deslop (AI slop) and code-reviewer (correctness).
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
| name | ponytail-review |
| description | Review diffs for over-engineering only — delete-list with stdlib/native/yagni tags. Use for "ponytail-review", "review for over-engineering", "what can we delete", "simplify review", or before merge when the diff looks bloated. Complements deslop (AI slop) and code-reviewer (correctness). |
On-demand loading: Read this file when the task matches the triggers above.
Activation: Over-engineering and complexity only. Correctness, security, and performance are out of scope — route those to
code-reviewer,differential-review, orsecurity-review.
Inspired by ponytail-review (MIT); adapted for KS bundle.
Review the current diff for unnecessary complexity. One line per finding: location, what to cut, what replaces it. The best outcome is a shorter diff.
path:Lstart-Lend: tag: finding. replacement.
Tags:
delete: — dead code, unused flexibility, speculative feature. Replacement: nothing.stdlib: — hand-rolled thing the standard library ships. Name the function.native: — dependency or code doing what the platform already does. Name the feature.yagni: — abstraction with one implementation, config nobody sets, layer with one caller.shrink: — same logic, fewer lines. Show the shorter form.git diff main...HEAD or user-provided range).net: -N lines possible. or Lean already. Ship. if nothing to cut.deslop when AI narration comments are also present.Orchestrate continual learning by delegating transcript mining and AGENTS.md updates to the knowledge-synthesizer subagent. Use when asked to mine prior chats, maintain AGENTS.md, update learned preferences, or run the continual-learning loop.
Security-focused review of code diffs and PRs with surface classification and Semgrep on changed files. Use when reviewing pull requests, branch diffs, or validating security regressions before merge.
Live Notion session log (L4b) — create, incremental updates during work, finalize on CLOSE. Works on any Cursor project workspace.
Bootstrap a new project with Cursor-ready configuration: AGENTS.md, per-project .cursor/rules/project-conventions.mdc, and optional memory_bank/ scaffold. Use at project initialization, when starting a new repo, or when the user says "set up Cursor for this project" / "bootstrap this project" / "init project config".
Phase-1 repo reconnaissance as a standalone skill: stack detection, relevant files, validation commands from repo evidence, workflow hints, and risk flags. Use inside /scout, /ks-conductor pre-flight, or any read-only discovery before planning or implementation.
Validates phase outputs before advancing the SDLC. Defines expected artifacts per phase (intake, scout, plan, critic, build, test, review, document, close) and produces a clear PASS / CONDITIONAL / BLOCK verdict with gaps. Use at orchestrator or command phase boundaries, before expensive work, or when the user asks to verify a gate or "are we ready to proceed".