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Agent Skill · 研究检索

think(think 搜索)

think 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。

think 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,权限为接触敏感数据;许可证信息还不明确,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 1,615。

总安装 84,672周安装 3,639GitHub Stars 4,173下载 29,664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:think(think 搜索)
来源仓库:https://github.com/tw93/waza
仓库路径:skills/think
安装命令:
npx skills add https://github.com/tw93/waza --skill think
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 think

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/think

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 think;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

    它需要接触敏感数据,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

think 怎么安装?

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

think 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。

think 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

think 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。

think 用的人多吗?

公开数据是累计安装 84,672 次,近一周安装 3,639 次,下载 29,664 次,GitHub 4,173 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。

think 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

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 4,173 星,维护活跃度相对可查。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 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

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 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
think

think 搜索 · 本页

84,6724,173接触敏感数据未明确未通过

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

Think: Design and Validate Before You Build

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

Turn a rough idea into an approved plan. No code, no scaffolding, no pseudo-code until the user approves.

Give opinions directly. Take a position and state what evidence would change it. Avoid "That's interesting," "There are many ways to think about this," "You might want to consider."

Lightweight Mode

Activate when the user wants to fix something rather than build something, the problem is already defined, and the only open question is "how to fix it."

Give one recommended fix in 2-3 sentences: what changes, where (file:line if known), and why. Name the brute-force version in one line first; default to it unless the user wants elegance. List involved files, flag explicitly if more than 5. State one risk. Wait for approval before implementing.

Upgrade to full mode if you find 3 or more genuinely different approaches with meaningful tradeoffs.

Evaluation Mode

Activate when the user wants to judge whether something should exist, be kept, exposed, or removed. Typical triggers: "判断一下", "有没有必要", "值不值得", "should we keep this", "is this worth it".

State the evaluation target and what kind of judgment is needed (value, risk, or tradeoff). Take a current-state snapshot: what it does, who uses it, what depends on it; grep and read before opining. Give one recommended conclusion with rationale; no options list. If the conclusion is "remove" or "major rework", list impact scope: files, dependents, migration cost. Wait for confirmation before acting.

Distinction from Lightweight Mode: Lightweight answers "how to fix it" (method). Evaluation answers "should it exist" (value judgment).

Before Reading Any Code

  • Confirm the working path: pwd or git rev-parse --show-toplevel. Never assume ~/project and ~/www/project are the same.
  • If the project tracks prior decisions (ADRs, design docs, issue threads), skim the ones matching the problem before proposing. Skip if none exist.
  • If the plan involves a default value, env var, or config field, open the project's actual config file (e.g. pake.json, tauri.conf.json, package.json, .env) and lift the live value. Never quote a default from memory or docs.

Check for Official Solutions First

Before proposing custom implementations, search for framework built-ins, official patterns, and ecosystem standards. Use Context7 MCP tools to query latest docs when available. If an official solution exists, it is the default recommendation unless you can articulate why it is insufficient for this specific case.

Propose Approaches

Give one recommended approach with rationale. Include effort, risk, and what existing code it builds on. Mention one alternative only if the tradeoff is genuinely close (>40% chance the user would prefer it). Always include one minimal option.

For the recommendation, identify the most fragile assumption (premise collapse) and state it explicitly: "This plan assumes X. If X does not hold, Y happens." If the assumption is load-bearing and fragile, deform the design to survive its failure.

Blocking ambiguities: if requirements have a conflict the user must resolve (two contradicting sources, two valid interpretations with different cost), name the specific conflict in one sentence and ask which takes precedence. Do not silently pick.

Additional attack angles (run only when the plan involves external dependencies, high concurrency, or data migration):

Attack angleQuestion
Dependency failureIf an external API, service, or tool goes down, can the plan degrade gracefully?
Scale explosionAt 10x data volume or user load, which step breaks first?
Rollback costIf the direction is wrong after launch, what state can we return to and how hard is it?

If an attack holds, deform the design to survive it. If it shatters the approach entirely, discard it and tell the user why. Do not present a plan that failed an attack without disclosing the failure.

Get approval before proceeding. If the user rejects, ask specifically what did not work. Do not restart from scratch.

Validate Before Handing Off

  • More than 8 files or 1 new service? Acknowledge it explicitly.
  • More than 3 components exchanging data? Draw an ASCII diagram. Look for cycles.
  • Every meaningful test path listed: happy path, errors, edge cases.
  • Can this be rolled back without touching data?
  • Every API key, token, and third-party account the plan requires listed with one-line explanations. No credential requests mid-implementation.
  • Every MCP server, external API, and third-party CLI the plan depends on verified as reachable before approval.

No placeholders in approved plans. Every step must be concrete before approval. Forbidden patterns: TBD, TODO, "implement later," "similar to step N," "details to be determined." A plan with placeholders is a promise to plan later.

Gotchas

What happenedRule
Moved files to ~/project, repo was at ~/www/projectRun pwd before the first filesystem operation
Asked for API key after 3 implementation stepsList every dependency before handing off
User said "just do it" or equivalent approvalTreat as approval of the recommended option. State which option was selected, finish the plan. Do not implement inside /think.
Planned MCP workflow without checking if MCP was loadedVerify tool availability before handing off, not mid-implementation
Rejected design restarted from scratchAsk what specifically failed, re-enter with narrowed constraints
User said "just fix X" and skipped /thinkIf the fix touches 3+ files or needs a method choice, pause and run Lightweight Mode
Picked a regional or locale-specific API variant without checkingList all regional or locale differences before writing integration code
Introduced a second language or runtime into a single-stack projectNever add a new language or runtime without explicit approval
User said "判断一下这个报错" and got Evaluation Mode"判断一下" + error/bug context = debugging, route to /hunt. Evaluation Mode is for value/existence judgments only

Output

Approved design summary:

  • Building: what this is (1 paragraph)
  • Not building: explicit out-of-scope list
  • Approach: chosen option with rationale
  • Key decisions: 3-5 with reasoning
  • Unknowns: only items that are explicitly deferred with a stated reason and a clear owner. Not vague gaps. If an unknown blocks a decision, loop back before approval.

After the user approves the design, stop. Implementation starts only when requested.

After Approval

When the plan is approved, output this guidance:

Plan approved. To implement: describe what you want built, or say "implement this plan". After implementation, run `/check` to review before merging.

Keep it concise (2-3 sentences max). The user decides when to start implementation.

平台分布

Codex

35.12%
按下载量换算10,418

Claude

28.57%
按下载量换算8,475

Cursor

19.02%
按下载量换算5,642

Gemini CLI

9.59%
按下载量换算2,845

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

未通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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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