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技能库 智客分类:写作与研究 review

审查

在任何代码被写入之前,对光谱进行横向高级审查. 构建一个怀疑性审查者,其权限来自代码库,§R研究,活出最佳实践——然后尝试将谱分给放出,而不是给它打上橡皮印. 每个发现都引用了证据(文件:行或出处);无法核实的证据被标出. 生还者硬化§V;跑道以明确去/去去门为终点. 在构建出任何高压辐射前的触发器,当用户说"审查光谱","红色团队这个","是这个计划的声音","高级审查",或者引用/ck:审查.

737 安装量

官方网址:skills.sh

技能介绍

先看中文介绍;官方 description 原文单独保留,不改写 SKILL.md。

做什么

在任何代码被写入之前,对光谱进行横向高级审查. 构建一个怀疑性审查者,其权限来自代码库,§R研究,活出最佳实践——然后尝试将谱分给放出,而不是给它打上橡皮印. 每个发现都引用了证据(文件:行或出处);无法核实的证据被标出. 生还者硬化§V;跑道以明确去/去去门为终点. 在构建出任何高压辐射前的触发器,当用户说"审查光谱","红色团队这个","是这个计划的声音","高级审查",或者引用/ck:审查.

何时用

官方 description 未单独写出 Use when。按规范,代理会在用户任务与这段 description 的关键词匹配时激活本技能。

代理如何加载

按 Agent Skills 渐进披露:启动时只加载 name 与 description(约 100 token);任务匹配后才读入整份 SKILL.md 正文;scripts/、references/、assets/ 仅在需要时再读。 本文件正文结构:review — refute the spec before build、WHEN TO REVIEW、PHASE 0 — CAPTURE、PHASE 1 — CONSTRUCT THE SENIOR、PHASE 2 — REFUTE、PHASE 3 — CLASSIFY。

文件分析

文件分析:这是一份仅含 SKILL.md 的指令型技能,代理激活后整份正文进入上下文。

官方 description(原文)

Adversarial senior review of the spec before any code is written. Constructs a skeptical reviewer whose authority comes from the codebase, §R research, and live best-practice — then tries to REFUTE the spec, not rubber-stamp it. Every finding cites evidence (file:line or source); unverifiable ones are flagged. Survivors harden §V; the run ends in an explicit go / no-go gate. Triggers before building anything high-blast-radius, when the user says "review the spec", "red-team this", "is this plan sound", "senior review", or invokes /ck:review.

review — refute the spec before buildWHEN TO REVIEWPHASE 0 — CAPTUREPHASE 1 — CONSTRUCT THE SENIORPHASE 2 — REFUTEPHASE 3 — CLASSIFYPHASE 4 — HARDEN §V & GATEreview verdictBOUNDARIES

来源分类:skills.sh agent-skill

SKILL.md 与 Agent 调用

官方规范 ↗
name
review
description
Adversarial senior review of the spec before any code is written. Constructs a skeptical reviewer whose authority comes from the codebase, §R research, and live best-practice — then tries to REFUTE the spec, not rubber-stamp it. Every finding cites evidence (file:line or source); unverifiable ones are flagged. Survivors harden §V; the run ends in an explicit go / no-go gate. Triggers before building anything high-blast-radius, when the user says "review the spec", "red-team this", "is this plan sound", "senior review", or invokes /ck:review.
  1. 发现技能客户端向 Agent 提供名称与描述目录。
  2. 匹配与调用用户指定或任务匹配后,载入 SKILL.md 指令。
  3. 按需加载按步骤读取参考文档、使用脚本与素材。

具体调用语法与可用工具以目标 Agent 客户端为准。 查看调用机制说明 ↗

安装这个技能

Skills CLI ↗

先选择目标 Agent 和安装范围,保留技能包的附属文件,安装后检查客户端能否发现该技能。

交给 Agent 安装

复制安装指令给支持 Agent Skills 的代理,确认其中的目标目录与客户端匹配。

把 Agent Skill「review」安装到我的项目:SKILL.md 原文与官方 description 见 https://zicq.com/zh/skills/skl-58f93b7934342df3-%E5%AE%A1%E6%9F%A5.html
请存为 .cursor/skills/review/SKILL.md 或 .claude/skills/review/SKILL.md,frontmatter 的 name 与 description 保持原样,不要改写。

GitHub 完整包 ↗

终端安装 · Skills CLI

需要 Node.js 与 npx。先查看仓库技能列表,确认实际名称。

npx skills add 'https://github.com/juliusbrussee/cavekit' --list

npx skills add 'https://github.com/juliusbrussee/cavekit' --skill 'review'

CLI 会交互选择目标 Agent,默认安装到项目;用户级安装使用 -g。先通过查看命令核对仓库内容,再用 npx skills list 检查已安装技能。

阅读排版

name: review description: | Adversarial senior review of the spec before any code is written. Constructs a skeptical reviewer whose authority comes from the codebase, §R research, and live best-practice — then tries to REFUTE the spec, not rubber-stamp it. Every finding cites evidence (file:line or source); unverifiable ones are flagged. Survivors harden §V; the run ends in an explicit go / no-go gate. Triggers before building anything high-blast-radius, when the user says "review the spec", "red-team this", "is this plan sound", "senior review", or invokes /ck:review.

review — refute the spec before build

Every finding cites evidence — file:line or a source. No evidence → flag [unverified]. Default to refuted: a flaw you cannot prove is a flaw you note, not one you wave through.

An LLM cannot self-correct on its own judgment — left alone it drifts or degrades. Review fixes that the only way that works: a separate skeptic anchored to an external oracle — the code, §R, the test suite, the docs. "Looks good" is not a review. A refutation attempt is.

WHEN TO REVIEW

  • Before /build on a high-blast-radius change (shared module, auth, data, money, public API).
  • Spec touched §I or §V that other code depends on.
  • Right-sizing says the cost of a wrong build > the cost of one review pass.

Skip for a trivial, reversible, well-understood change. Adversarial review on a typo hallucinates flaws & wastes the budget — the self-critique paradox is real.

PHASE 0 — CAPTURE

Read the spec: §G §C §I §R §V §T. Hold the whole thing. You review the spec, not your memory of the conversation.

PHASE 1 — CONSTRUCT THE SENIOR

Build a reviewer with real authority, not a generic critic:

  • Codebase — grep/read the modules this spec touches. What patterns, what invariants already hold?
  • §R — what did research establish? A spec decision that contradicts §R is a finding.
  • Live — for any best-practice claim you are unsure of, fetch it. An out-of-date assumption is a flaw.

A reviewer with no evidence is just an opinion. Earn the authority first.

PHASE 2 — REFUTE

Attack the spec on these axes. For each, try to find the case where it breaks:

  • Goal vs reality — does §G solve the actual problem, or a proxy?
  • Missing invariant — what can go wrong that no §V catches? (most findings live here)
  • Interface drift — does §I match what callers already expect? (cite the caller, file:line)
  • Constraint conflict — do two §C bullets contradict? does one fight §R?
  • Unowned edge — the input, ordering, failure, or concurrency case no §T covers.
  • Altitude — §T too vague to act on, or so granular it is just typing?

PHASE 3 — CLASSIFY

Each finding: evidence → claim → severity.

  • BLOCK — build on this spec ships a real defect. Must fix first.
  • HARDEN — add/sharpen a §V so the build cannot regress it.
  • NOTE — worth knowing, not blocking.

No evidence? Down-rank to NOTE & tag [unverified]. ⊥ inflate a hunch to BLOCK.

PHASE 4 — HARDEN §V & GATE

  • Each HARDEN finding → a draft §V line (testable, cites the §I/behavior it guards). Hand to spec to write.
  • End on an explicit gate:
## review verdict
BLOCK: 1 — §I.api shape ≠ caller src/client.ts:40. fix §I before build.
HARDEN: 2 — drafted V8 (idempotent refund), V9 (tx around dual write).
NOTE: 1 — §T4 vague, split before /build.
gate: NO-GO until BLOCK cleared. then /build §T after spec writes V8,V9.

GO or NO-GO, never a shrug. Review is the checkpoint that stops a confident wrong build.

BOUNDARIES

  • ⊥ write SPEC.md. Draft §V & hand to spec.
  • ⊥ pass a finding with no evidence as fact. Flag [unverified].
  • ⊥ review trivia. Right-size or skip.
  • ⊥ rewrite the user's intent. You harden the spec, you do not replace its goal.

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