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研究检索敏感数据github未标认证来源可访问许可证需确认审计通过

hunthunt 搜索

Agent Skill

hunt 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。

总安装

306

周安装

13

GitHub Stars

公开资料未说明

下载量

107
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

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:hunt(hunt 搜索)
来源仓库:https://github.com/yosuang/dotagents
仓库路径:skills/hunt
安装命令:
npx skills add https://github.com/yosuang/dotagents --skill hunt
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/yosuang/dotagents --skill hunt

简介

hunt 用于查找、检索和筛选相关信息。

  • 适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词快速定位候选结果。
  • 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和维护状态,注意可能触发联网或外部服务调用。
  • hunt 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

Hunt: Diagnose Before You Fix

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

A patch applied to a symptom creates a new bug somewhere else.

Do not touch code until you can state the root cause in one sentence:

"I believe the root cause is [X] because [evidence]."

Name a specific file, function, line, or condition. "A state management issue" is not testable. "Stale cache in useUser at src/hooks/user.ts:42 because the dependency array is missing userId" is testable. If you cannot be that specific, you do not have a hypothesis yet.

Rationalization Watch

When these surface, stop and re-examine:

What you're thinkingWhat it actually meansRule
"I'll just try this one thing"No hypothesis, random-walkingStop. Write the hypothesis first.
"I'm confident it's X"Confidence is not evidenceRun an instrument that proves it.
"Probably the same issue as before"Treating a new symptom as a known patternRe-read the execution path from scratch.
"It works on my machine"Environment difference IS the bugEnumerate every env difference before dismissing.
"One more restart should fix it"Avoiding the error messageRead the last error verbatim. Never restart more than twice without new evidence.

Progress Signals

When these appear, the diagnosis is moving in the right direction:

What you're thinkingWhat it meansNext step
"This log line matches the hypothesis"Positive evidence foundFind one more independent piece of evidence to cross-validate
"I can predict what the next error will be"Mental model is formingRun the prediction; if it matches, the model is correct
"Root cause is in A but symptoms appear in B"Propagation path understoodTrace the call chain from A to B and confirm each link
"I can write a test that would fail on the old code"Hypothesis is specific and testableWrite the test before applying the fix

Do not claim progress without observable evidence matching at least one of these signals.

Hard Rules

  • Same symptom after a fix is a hard stop. The previous hypothesis was wrong. Re-read the execution path from scratch.
  • After three failed hypotheses, stop. Surface to the user: what was checked, what was ruled out, what is unknown. Ask how to proceed.
  • Never state environment details from memory. Run detection first: sw_vers, xcodebuild -version, node --version, rustc --version. State the actual output.
  • External tool failure: diagnose before switching. When an MCP tool or API fails, determine why first (server running? API key valid? Config correct?) before trying an alternative.
  • Pay attention to deflection. When someone says "that part doesn't matter," treat it as a signal. The area someone avoids examining is often where the problem lives.
  • Visual/rendering bugs: static analysis first. Trace paint layers, stacking contexts, and layer order in DevTools before adding console.log or visual debug overlays. Logs cannot capture what the compositor does. Only add instrumentation after static analysis fails.
  • Fix the cause, not the symptom. If the fix touches more than 5 files, pause and confirm scope with the user.
  • Grep before touching. Before modifying any file or calling any identifier in a fix, grep to confirm it exists at the expected location. No results = re-examine the execution path. Do not edit or reference from memory.
  • If you catch yourself writing a fix before finishing the trace, or thinking "let me just try this," stop.

Confirm or Discard

Add one targeted instrument: a log line, a failing assertion, or the smallest test that would fail if the hypothesis is correct. Run it. If the evidence contradicts the hypothesis, discard it completely and re-orient with what was just learned. Do not preserve a hypothesis the evidence disproves.

Gotchas

What happenedRule
Patched client pane instead of local paneTrace the execution path backward before touching any file
Same error after 4 patches, each burying the real causeSame symptom = stop and re-read the whole execution path from scratch
Diagnosed "macOS 26 beta," it was a stable releaseRun sw_vers first; never state versions from memory
MCP not loading, switched tools instead of diagnosingCheck server status, API key, config before switching methods
Wrote the fix before finishing the trace"Let me just try this" = incomplete hypothesis. Stop.
Restarted 8 times without reading the actual error responseRead the last error verbatim before restarting
Orchestrator said RUNNING but TTS vendor was misconfiguredIn multi-stage pipelines, test each stage in isolation
Used format_size (nonexistent), should have been bytes_to_humanGrep for the function name before writing a call to it

Outcome

Root cause:  [what was wrong, file:line]
Fix:         [what changed, file:line]
Confirmed:   [evidence or test that proves the fix]
Tests:       [pass/fail count, regression test location]

Status: resolved, resolved with caveats (state them), or blocked (state what is unknown).

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

36.48%
按下载量换算39

Claude

27.71%
按下载量换算30

Cursor

18.92%
按下载量换算20

Gemini CLI

8.42%
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

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。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

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