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Agent Skill · 研究检索

check(check 开发)

check 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。

check 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,权限为调用外部服务;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 1,671。

总安装 82,320周安装 3,532GitHub Stars 4,213下载 28,840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:check(check 开发)
来源仓库:https://github.com/tw93/waza
仓库路径:skills/check
安装命令:
npx skills add https://github.com/tw93/waza --skill check
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/tw93/waza --skill check

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。

用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词、任务场景或来源线索快速定位候选结果。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。

适用于需要快速获取特定领域信息的研发场景。支持主流 AI 编程工具集成使用。

来源仓库内路径:skills/check

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/tw93/waza --skill check;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

    它需要调用外部服务,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

check 怎么安装?

在终端执行 npx skills add https://github.com/tw93/waza --skill check。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

check 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。

check 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

check 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。

check 用的人多吗?

公开数据是累计安装 82,320 次,近一周安装 3,532 次,下载 28,840 次,GitHub 4,213 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。

check 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。
  • 来源仓库有 4,213 星,维护活跃度相对可查。

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。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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
check

check 开发 · 本页

82,3204,213调用外部服务未明确有提醒

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

Check: Review Before You Ship

Prefix your first line with 🥷 inline, not as its own paragraph.

Read the diff, find the problems, fix what can be fixed safely, ask about the rest. Done means verification ran in this session and passed.

Get the Diff

Get the full diff between the current branch and the base branch. If unclear, ask. If already on the base branch, ask which commits to review.

Triage Mode

Activate when the user mentions: issue, PR, "review all", triage, "batch", or "批量处理". Skip the diff flow and run this instead.

Action-first rule: Items with a clear disposition (already fixed, duplicate, already released) get acted on immediately without analysis paragraphs. When analyzing screenshots or images, state what you see and the suggested action in one message. Only ask the user when the disposition is genuinely ambiguous.

Flow: Pull open items with gh issue list -R <repo> --state open --limit 20 and gh pr list -R <repo> --state open. For each item, check if a fix already shipped: git log --oneline <latest-tag>..HEAD | grep -i "<keyword>". If shipped: close with note. If merged but unreleased: reply "已修复,等下一个版本 release" and close. If no fix: analyze and act. Fix now if possible (fix: closes #N commit); for Mole nightly-fixed items reply @<user>, this is already fixed in the latest nightly. Upgrade: mo update --nightly and close; for valid-but-unreleased items acknowledge and leave open; for invalid items give one-two sentence reason and close; for PRs with implementation issues re-implement yourself, explain changes, close without merging. Draft every reply and confirm with the maintainer before posting.

Sign-off line (append to standard sign-off):

triage:           N reviewed, N closed, N deferred

Scope

Measure the diff and classify depth:

DepthCriteriaReviewers
QuickUnder 100 lines, 1-5 filesBase review only
Standard100-500 lines, or 6-10 filesBase + conditional specialists
Deep500+ lines, 10+ files, or touches auth/payments/data mutationBase + all specialists + adversarial pass

State the depth before proceeding.

Did We Build What Was Asked?

Before reading code, check scope drift: do the diff and the stated goal match? Label: on target / drift / incomplete.

Drift signals (examples, not exhaustive -- any one is enough to label drift):

  • A changed file has no connection to the stated goal
  • The diff includes pure refactoring (renames, formatting, restructuring) when the goal was a bug fix or feature
  • A new dependency appears that the goal did not mention
  • Code unrelated to the goal was deleted or commented out
  • A new abstraction or helper was introduced that is not required by the goal

Hard Stops (fix before merging)

Examples, not exhaustive -- flag any diff that could cause irreversible harm if merged unreviewed.

  • Destructive auto-execution: any task marked "safe" or "auto-run" that modifies user-visible state (history files, config, preferences, installed software) must require explicit confirmation.
  • Release artifacts missing: verify every artifact listed in the release template exists as a local file and has been uploaded before declaring done.
  • Unknown identifiers in diff: any function, variable, or type introduced in the diff that does not exist in the codebase is a hard stop. Grep before writing or approving any reference: grep -r "name". -- no results outside the diff = does not exist.
  • Injection and validation: SQL, command, path injection at system entry points. Credentials hardcoded or logged.
  • Dependency changes: unexpected additions or version bumps in package.json, Cargo.toml, go.mod, requirements.txt. Flag any new dependency not obviously required by the diff.

Specialist Review (Standard and Deep only)

Load references/persona-catalog.md to determine which specialists activate. Launch all activated specialists in parallel via the environment's agent or sub-agent facility when available, passing the full diff. If no parallel reviewer facility exists, run the specialist passes sequentially in the same session.

Merge findings: when two specialists flag the same code location, keep the higher severity and note cross-reviewer agreement. Findings on different code locations are never duplicates even if they share a theme.

Autofix Routing

ClassDefinitionAction
safe_autoUnambiguous, risk-free: typos, missing imports, style inconsistenciesApply immediately
gated_autoLikely correct but changes behavior: null checks, error handling additionsBatch into one user confirmation block
manualRequires judgment: architecture, behavior changes, security tradeoffsPresent in sign-off
advisoryInformational onlyNote in sign-off

Apply all safe_auto fixes first. Batch all gated_auto into one confirmation block. Never ask separately about each one.

Adversarial Pass (Deep only)

"If I were trying to break this system through this specific diff, what would I exploit?" Four angles (see references/persona-catalog.md): assumption violation, composition failures, cascade construction, abuse cases. Suppress findings below 0.60 confidence.

GitHub Operations

Use gh CLI for all GitHub interactions, not MCP or raw API. Confirm CI passes before merging.

Verification

Run bash "${CLAUDE_SKILL_DIR:-$HOME/.agents/skills/check}/scripts/run-tests.sh" or the project's known verification command. Paste the full output.

If the script exits non-zero or prints (no test command detected): halt. Do not claim done. Ask the user for the verification command before proceeding. If the user also cannot provide one, document this explicitly in the sign-off as verification: none -- no command available and flag it as a structural gap, not a pass.

For bug fixes: a regression test that fails on the old code must exist before the fix is done.

Gotchas

What happenedRule
Commented on #249 when discussing #255Run gh issue view N to confirm title before acting
PR comment sounded like a report1-2 sentences, natural, like a colleague. Not structured, not AI-sounding.
PR comment used bullet pointsWrite as short paragraphs, one thought per paragraph; thank the contributor first
article.en.md inside _posts_en/ doubled the suffixCheck naming convention of existing files in the target directory first
Deployed without env vars setRun vercel env ls before deploying; diff against local keys
Push failed from auth mismatchRun git remote -v before the first push in a new project

Document Review Mode

Activate when: PDF, document, release notes, white paper, final version, or "check this document"

Review checklist:

  • Privacy scan: Detect PII (names, companies, employment dates, salary hints, location details). Hard stop if any text implies job seeking, competitor info, or personal data leakage.
  • Tone consistency: Flag voice shifts, register mismatches, formulaic phrasing. Check for AI patterns (see /write skill for detection rules).
  • Bilingual validation: For CN/EN pairs, confirm translation accuracy and terminology consistency. Use /write skill's bilingual rules.
  • Rendering check: Placeholder text remaining (Lorem ipsum, TODO, [TBD]), style violations, font fallbacks, broken image links.

Output format: same as code review sign-off, but replace verification: with privacy: clear / N issues found.

Sign-off

files changed:    N (+X -Y)
scope:            on target / drift: [what]
review depth:     quick / standard / deep
hard stops:       N found, N fixed, N deferred
specialists:      [security, architecture] or none
new tests:        N
verification:     [command] -> pass / fail

平台分布

Codex

37.31%
按下载量换算10,760

Claude

31.92%
按下载量换算9,206

Cursor

17.18%
按下载量换算4,955

Gemini CLI

9.15%
按下载量换算2,639

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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