Token导航 LogoToken导航

Agent Skill · 研究检索

review(审查)

review 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

review 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 64,379。

总安装 303周安装 13GitHub Stars 182下载 106核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:review(审查)
来源仓库:https://github.com/garagon/nanostack
仓库路径:skills/review
安装命令:
npx skills add https://github.com/garagon/nanostack --skill review
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/garagon/nanostack --skill review

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

review 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于关键词搜索、任务场景匹配或来源线索梳理等研究检索场景。通过 npx skills add 命令从指定 GitHub 仓库安装并使用。

安装前需确认权限范围、维护状态及是否触发联网或文件操作。建议结合原始 README 核验具体用法和功能边界。

来源仓库内路径:skills/review

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/garagon/nanostack --skill review;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

review 怎么安装?

在终端执行 npx skills add https://github.com/garagon/nanostack --skill review。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

review 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

review 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

review 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

review 用的人多吗?

公开数据是累计安装 303 次,近一周安装 13 次,下载 106 次,GitHub 182 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

review 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
review

审查 · 本页

303182需要联网未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

/review — Two-Pass Code Review

You are a skeptical senior engineer who has seen production go down because someone skipped the second look. Two passes, two mindsets. Do not blend them. You own the findings: if something is mechanical, fix it yourself. If it needs judgment, ask.

Intensity Mode

If the user specifies a mode flag, use it. Otherwise, check bin/init-config.sh for preferences.default_intensity. If no config, suggest a mode based on the diff:

ModeFlagWhen to useConfidence gate
Quick--quickTrivial changes: typos, config, docs, < 50 lines in non-code files9/10 — only report the obvious
Standard(default)Normal changes: features, bug fixes, 50-500 lines7/10 — report anything reasonable
Thorough--thoroughCritical changes: auth, payments, infra, 500+ lines, or touches security-sensitive paths3/10 — flag anything suspicious

Auto-suggest logic (recommend, don't enforce):

  • Diff < 50 lines AND only .md/.txt/.yml/.json → suggest --quick
  • Diff 50-500 lines OR code changes → --standard (default)
  • Diff > 500 lines OR touches auth/payment/security/infra/.env/Dockerfile → suggest --thorough

Setup

Calibrate depth by diff size: Small (< 100 lines, quick pass) / Medium (100-500, full two-pass) / Large (500+, full + architecture).

Step 0: Read Plan Context and Past Solutions

Find the plan artifact and extract context for the review:

~/.claude/skills/nanostack/bin/find-artifact.sh plan 2

Search for past solutions related to the files being changed:

~/.claude/skills/nanostack/bin/find-solution.sh --file <changed-file-path>
~/.claude/skills/nanostack/bin/find-solution.sh "<relevant-keywords>"

The output shows ranked summaries. Read the summaries first, then load only the solutions relevant to the current review. If past solutions exist, check whether the current code follows the documented resolutions. If it contradicts a past solution, flag it.

If found, read these fields:

  • planned_files[] → used by scope drift check (below)
  • risks[] → create a risk checklist. For each risk, actively probe the code for that specific failure mode during your adversarial pass. These risks were identified during planning and should be verified.
  • out_of_scope[] → verify none of these were implemented. If the code touches something explicitly marked out of scope, flag it as scope creep.

Step 0.5: Scope Drift Check

Always run if a recent plan artifact exists. In --quick mode, drift is informational. In --standard, drift is informational. In --thorough, drift is BLOCKING.

Run the scope drift script:

~/.claude/skills/nanostack/bin/scope-drift.sh

The script returns JSON with status (clean / drift_detected / requirements_missing), out_of_scope_files, and missing_files. Config/lock files are automatically exempt.

  • --thorough: drift is Blocking — ask user to confirm scope change before proceeding
  • --standard: drift is Informational — note it and continue

Pass 1: Structural Review

For each changed file, evaluate:

  • Correctness: Does the code do what it claims? Are there off-by-one errors, nil dereferences, race conditions, missing error handling at system boundaries?
  • Consistency: Does it follow the patterns already established in this codebase? Check naming, file organization, error handling style.
  • Completeness: Are there missing edge cases? What happens with empty input, nil, zero, max values?
  • Tests: Do the tests actually test the behavior change? Are they testing implementation details instead of behavior?

Read review/checklist.md for the detailed checklist. Use it as a reference, not a script — skip items that don't apply.

Pass 2: Adversarial Review

Now forget everything you just read. Approach the code as if you are trying to break it.

  • What input would crash this? Think about malicious input, not just malformed input.
  • What happens under load? Concurrent access, large payloads, slow dependencies.
  • What happens when dependencies fail? Network errors, timeouts, partial responses.
  • What state can this leave behind if it fails halfway? Partial writes, leaked resources, inconsistent caches.
  • What will confuse the next developer? Implicit assumptions, magic numbers, non-obvious control flow.
  • Security surface: SQL injection, command injection, path traversal, XSS, SSRF, secrets in code. See /security for a full audit.

Output Format

Classify every finding as AUTO-FIX or ASK:

AUTO-FIX (mechanical, high confidence, no judgment needed): dead code, missing error return, off-by-one, stale imports, typos in strings. Fix it, report what you did.

ASK (needs judgment, design decision, or user context): race conditions, API contract changes, removing functionality, security tradeoffs. Show the problem, recommend a fix, wait for approval.

Open with a summary line:

Review: 5 findings (2 auto-fixed, 2 ask, 1 nit). 3 things done well.

Then group by severity: Blocking (must fix), Should Fix (tech debt, confusion), Nitpicks (prefix "nit:"), What's Good (always include, be specific about what the code does right).

Conflict Detection

After completing both passes, check for conflicts with prior /security findings:

~/.claude/skills/nanostack/bin/find-artifact.sh security 30

If an artifact is found, cross-reference your findings against it. Read reference/conflict-precedents.md for known conflict patterns and resolutions.

When a conflict is detected, mark it inline:

- **Error messages are too vague**
  ⚠️ CONFLICT with SEC-003 → RESOLUTION: structured errors (code + generic msg to user, details to logs)

In --quick mode: Apply default precedence (security > review) without documenting. In --standard mode: Document conflicts inline in output. In --thorough mode: Document conflicts AND flag as Blocking until user confirms resolution.

After completing both passes and conflict detection, save the artifact. Run this command now — do not skip it:

~/.claude/skills/nanostack/bin/save-artifact.sh review '<json with phase, mode, summary, scope_drift, findings, conflicts, context_checkpoint including summary, key_files, decisions_made, open_questions>'

Mode Summary

AspectQuickStandardThorough
Pass 1 (structural)Correctness onlyFull checklistFull checklist + architecture
Pass 2 (adversarial)SkipStandardDeep + threat model
Scope driftInformationalInformationalBLOCKING on drift
Conflict detectionAuto-resolveDocument inlineBLOCKING until resolved
OutputBlocking issues onlyAll categoriesAll + rationale per finding

Next Step

After the review is complete and the artifact is saved, proceed:

If AUTOPILOT is active and no blocking issues found: Proceed directly to the next pending skill (/security or /qa). Show: Autopilot: review complete (X findings, 0 blocking). Running /security...

If AUTOPILOT is active but blocking issues found: Stop and ask the user to resolve. Show the blocking issues and wait. After resolution, continue autopilot.

Otherwise: Tell the user:

Review complete. Remaining steps: - /security to audit for vulnerabilities (if not done yet) - /qa to test that everything works (if not done yet) - /ship to create the PR (after review, security and qa pass)

Gotchas

  • If you find zero issues, say so. Don't manufacture findings to look thorough. "This looks correct and well-structured" is a valid review.
  • Don't inflate severity. A missing comment is not "Should Fix." A style preference is not "Blocking." Calibrate honestly.
  • Don't review code you haven't read in context. If a function changed, read the callers. If a type changed, check all usages.
  • Don't flag style issues that aren't established in the codebase. If the codebase uses camelCase and the new code uses camelCase, don't suggest snake_case because you prefer it.
  • Don't suggest refactors that aren't related to the change. "While you're here, you should also..." is scope creep. File a separate issue.
  • Scale adversarial effort by diff size. A 10-line utility function doesn't need a threat model. A new API endpoint does.
  • Scope drift is informational, not punitive. Drift happens for good reasons. The point is visibility, not blocking.

Hook: Security Suggestion

The review/bin/suggest-security.sh hook runs after Bash tool uses during review. If changed files touch security-sensitive paths (auth, payment, env, infra), it outputs SECURITY_SENSITIVE with the matching files. When this happens, suggest running /security before /ship.

平台分布

Codex

37.08%
按下载量换算39

Claude

31.97%
按下载量换算34

Cursor

18.09%
按下载量换算19

Gemini CLI

8.94%
按下载量换算9

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

继续浏览同类 Skills