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Agent Skill · 研究检索

drift(drift 问题管理)

drift 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。

drift 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,权限为只读;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 62,370。

总安装 336周安装 14GitHub Stars 49下载 112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:drift(drift 问题管理)
来源仓库:https://github.com/fiberplane/drift
仓库路径:skills/drift
安装命令:
npx skills add https://github.com/fiberplane/drift --skill drift
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/fiberplane/drift --skill drift

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。

drift 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。适用于需要根据关键词或任务场景进行信息定位的场景。通过关键词搜索和来源线索筛选目标信息。

安装命令:npx skills add https://github.com/fiberplane/drift --skill drift。建议确认权限范围和维护状态后再使用。

来源仓库内路径:skills/drift

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/fiberplane/drift --skill drift;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

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

drift 怎么安装?

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

drift 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。

drift 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

drift 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。

drift 用的人多吗?

公开数据是累计安装 336 次,近一周安装 14 次,下载 112 次,GitHub 49 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。

drift 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。
  • 标注为只读权限,试用阶段不容易误改本地文件。

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。
  • 只想先试试效果、不希望它改动本地文件的人。

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
drift

drift 问题管理 · 本页

33649只读未明确通过

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

Drift

drift binds markdown docs to code and lints for staleness.

Why this matters for agents

When you change code without updating the docs that describe it, those docs become stale. Stale docs get loaded as context in future sessions and produce wrong code based on wrong descriptions. This compounds — each session that trusts a stale doc makes things worse. drift makes the anchor explicit and enforceable so this feedback loop breaks.

Relink gate

drift link refuses to restamp a stale anchor without explicit review. When a target's signature has drifted, drift link prints both sides — the doc section (spec) and the current code — then exits 1.

This means you cannot blindly relink. You must review the doc prose and confirm it is still accurate. Use:

drift link docs/auth.md --doc-is-still-accurate

After you change code

Find which docs reference the files you touched:

drift refs src/auth/login.ts

Or check all docs at once:

drift check

If a doc is stale because of your change:

  1. Run drift link <doc-path> — it will print the doc section and current code side by side, then refuse
  2. Read both sides to understand what's out of sync
  3. Update the doc's prose to reflect what you changed
  4. Run drift link <doc-path> --doc-is-still-accurate — succeeds now that you've reviewed
  5. Verify: drift check

Do not skip this. Leaving a doc stale is worse than leaving it unwritten.

After you change a doc

Refresh all anchors in the doc to snapshot current state:

drift link docs/my-doc.md

This updates provenance on all bindings in drift.lock for that doc, including inline @./ references.

When you create new code

If the new code is covered by an existing doc, add an anchor:

drift link docs/auth.md src/auth/new-handler.ts

If the new code deserves its own doc, write one and link it:

drift link docs/new-feature.md src/feature/index.ts
drift link docs/new-feature.md src/feature/types.ts#Config

When you delete or rename code

If a bound file is deleted or renamed, drift check will report it as STALE with "file not found". Remove the stale anchor:

drift unlink docs/auth.md src/auth/old-handler.ts

If you renamed the file, unlink the old path and link the new one:

drift unlink docs/auth.md src/auth/old-name.ts
drift link docs/auth.md src/auth/new-name.ts

Update the doc prose to reflect the rename.

When you refactor

Refactors that move code between files or rename symbols can break multiple docs at once. Run drift check after refactoring to find all affected docs, then update each one.

When drift check fails in CI

Someone changed bound code without updating docs. Read the lint output to see which docs are stale and why, update the doc prose, then drift link to refresh provenance.

Anchor syntax

Bindings in drift.lock:

docs/auth.md -> src/auth/login.ts sig:a1b2c3d4e5f6a7b8
docs/auth.md -> src/auth/provider.ts#AuthConfig sig:c3d4e5f6a7b8a1b2
docs/overview.md -> docs/auth.md#authentication sig:b3c4d5e6f7a8b9c0

Anchors can target code files, code symbols (file#Symbol), or doc headings (doc.md#heading-slug). Heading fragments use GitHub-style slugs (lowercase, hyphens).

drift link writes bindings to drift.lock with content signatures (sig:<hex>). Content signatures are AST fingerprints of the target, so staleness detection works without querying VCS history. This means drift link works on uncommitted files — no need to commit first.

When relinking a stale anchor, drift link refuses and prints both sides (doc section and current code) so you can review the change. Pass --doc-is-still-accurate to confirm the doc doesn't need updates.

drift lint also checks all markdown links ([text](path.md)) in drift-managed docs for existence — broken links are reported as BROKEN without needing a lockfile entry.

Cross-repo docs (origin)

Docs installed from other repos (like this skill) carry origin: on their bindings in drift.lock so drift check skips their anchors in consumer repos. If you're writing a doc that will be distributed to other repos, add origin to prevent false positives:

docs/skill.md -> src/main.ts sig:a1b2c3d4e5f6a7b8 origin:github:your-org/your-repo

Staleness

drift check reads bindings from drift.lock and exits 1 if any anchor is stale. Use drift check --changed <path> to scope checking to docs whose targets match a given path prefix — useful in CI when you know which files changed. For supported languages (TypeScript, Python, Rust, Go, Zig, Java), comparison is syntax-aware — formatting-only changes won’t trigger staleness. Stale reports include git blame-style context (who last touched the line of interest, which commit, subject) so you can see what changed.

For --format json, the payload is schema_version: drift.check.v1 (see the repo’s docs/check-json-schema.md). There, blame.date is the committer date in ISO 8601 strict form, not author date — use it when you need a stable time ordering after rebases. The summary includes verification_state (none | partial | full) describing how many docs were actually checked versus skipped (e.g. origin mismatch).

Reasons:

  • changed after doc — file/symbol content differs from provenance snapshot
  • file not found — bound file no longer exists
  • symbol not found — bound symbol no longer exists in the file

drift lint is an alias for drift check.

平台分布

Codex

35.8%
按下载量换算40

Claude

30.61%
按下载量换算34

Cursor

20.66%
按下载量换算23

Gemini CLI

10.63%
按下载量换算12

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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。

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