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Agent Skill · 研究检索

docstring-coverage(文档字符串覆盖率)

docstring-coverage 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。

docstring-coverage 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,权限为执行命令;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 60,042。

总安装 374周安装 15GitHub Stars 公开资料未说明下载 121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:docstring-coverage(文档字符串覆盖率)
来源仓库:https://github.com/siddham-jain/docstring-coverage
仓库路径:skills/docstring-coverage
安装命令:
npx skills add https://github.com/siddham-jain/docstring-coverage --skill docstring-coverage
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/siddham-jain/docstring-coverage --skill docstring-coverage

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。

自动为 git diff 新增代码生成对应 docstring 的工具。支持 Python、JavaScript、Java 等十余种编程语言。分析 staged 和 unstaged 变更,识别需补充注释的函数。输出带行号的文档缺失报告及具体补全建议。

docstring-coverage 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/docstring-coverage

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/siddham-jain/docstring-coverage --skill docstr…;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

    它需要执行命令,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

docstring-coverage 怎么安装?

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

docstring-coverage 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。

docstring-coverage 需要什么权限?

权限级别是执行命令。安装流程涉及命令执行,可能通过 npx skills add https://github.com/siddham-jain/docstring-coverage --skill docstring-coverage 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

docstring-coverage 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。

docstring-coverage 用的人多吗?

公开数据是累计安装 374 次,近一周安装 15 次,下载 121 次。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。

docstring-coverage 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

  • 需要执行命令,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

  • 不能接受 Skill 在你机器上执行命令的人。
  • 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
docstring-coverage

文档字符串覆盖率 · 本页

374—执行命令未明确通过

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

Docstring Coverage for Git Diff

Add comprehensive docstrings to all functions, methods, and classes that were added or modified in the current git diff. Supports Python, JavaScript/TypeScript, Java, Kotlin, Go, Rust, Ruby, C/C++/C#, Swift, PHP, Scala, Elixir, Lua, and Shell.

Workflow

Step 1: Identify the Diff Scope

Determine what the user wants documented. Ask if unclear, otherwise default to staged + unstaged changes.

# Priority order — use the first that matches the user's intent:

# 1. Changes in a PR branch vs main/master
git diff main...HEAD

# 2. All uncommitted changes (staged + unstaged) — DEFAULT
git diff HEAD

# 3. Only staged changes
git diff --cached

# 4. Last N commits
git diff HEAD~N..HEAD

# 5. Specific commit
git diff <commit>^..<commit>

Store the chosen diff for the rest of the workflow.

Step 2: Extract Changed Symbols

Parse the diff to find all functions, methods, and classes that were added or modified. Focus on:

  • New functions/methods (lines starting with + that define a function)
  • Modified functions/methods (functions in hunks that have changes)
  • New classes (class definitions in added lines)

Ignore: deleted code, import changes, variable assignments, comments-only changes.

Symbol Detection: Refer to the language-specific files in languages/ for regex patterns to identify symbols. See the Routing Table below to find the correct file.

Step 3: Read Full Context

For each changed symbol, read the full current file (not just the diff) to understand:

  • The function signature and parameters
  • The return type/value
  • What the function body does
  • How it fits into the broader module
  • Any exceptions/errors raised
  • Side effects

This context is critical for writing accurate docstrings.

Step 4: Generate Docstrings

For each symbol missing a docstring or having an outdated one, write a docstring following the project's existing conventions.

Convention Detection:

  1. Detect Style: Scan the codebase for existing docstrings to identify the dominant style.
  2. Read conventions.md: Check this file for detailed rules on convention auto-detection priorities and cross-language edge cases.
  3. Language Routing: Use the project's detected language(s) to load the appropriate file from languages/.

Docstring quality rules:

  • First line: A concise one-line summary of what the function does (imperative mood: "Calculate...", "Return...", "Validate...")
  • Parameters: Document every parameter with name, type (if not in signature), and description
  • Returns: Document what the function returns, including type
  • Raises/Throws: Document exceptions that can be raised
  • No fluff: Don't restate the function name. Don't say "This function..." — just describe what it does
  • Be specific: Prefer "Calculate the Euclidean distance between two 2D points" over "Perform calculation"
  • Edge cases: Mention important edge case behavior (e.g., "Returns None if the list is empty")

Step 5: Apply Changes

Apply the docstrings directly to the source files. Use precise edits — do NOT rewrite entire files. For each symbol:

  1. Locate the function/method/class definition in the file
  2. Check if a docstring already exists

- If yes and it's outdated/incomplete: update it - If yes and it's accurate: skip it - If no: insert one

  1. Apply the edit

Step 6: Summary Report

After applying all docstrings, output a summary:

## Docstring Coverage Report

**Scope**: `git diff HEAD` (uncommitted changes)
**Files scanned**: 7
**Symbols found in diff**: 12
**Docstrings added**: 8
**Docstrings updated**: 2
**Already documented**: 2

### Changes by file:
- `src/auth/token.py` — added docstrings to `generate_token()`, `validate_token()`, `refresh_token()`
- `src/api/handlers.py` — added docstring to `UserHandler` class, updated `handle_request()`
- `src/utils/math.py` — added docstrings to `normalize()`, `clamp()`, `lerp()`

Edge Cases

  • Decorators: Place docstring after the function def line, not after decorators
  • Overloaded methods: Document the primary signature; note overloads
  • Property getters/setters: Document the property, not individual get/set
  • One-liners: Still add a one-line docstring even for simple functions
  • Test functions: Use a lighter style — one line describing what's being tested
  • Private/internal functions (e.g., _helper()): Still document, but can be briefer
  • Lambda functions: Skip — these can't have docstrings
  • Already well-documented: Don't touch it. Only update if the signature changed but the docstring didn't reflect it.

Language-Specific Details

Routing Logic: Based on the language(s) detected in the project, refer to the corresponding file in the languages/ directory.

Routing Table

Map the file extension to the correct language definition file:

Extension(s)Language File
.pylanguages/python.md
.js, .mjs, .cjs, .jsxlanguages/javascript-typescript.md
.ts, .tsx, .mtslanguages/javascript-typescript.md
.java, .kt, .ktslanguages/java-kotlin.md
.golanguages/go.md
.rslanguages/rust.md
.rblanguages/ruby.md
.c, .hlanguages/c-cpp-csharp.md
.cpp, .cc, .cxx, .hpp, .hxxlanguages/c-cpp-csharp.md
.cslanguages/c-cpp-csharp.md
.swiftlanguages/swift.md
.phplanguages/php.md
.scala, .sclanguages/elixir-scala-lua-shell.md
.ex, .exslanguages/elixir-scala-lua-shell.md
.lualanguages/elixir-scala-lua-shell.md
.sh, .bash, .zshlanguages/elixir-scala-lua-shell.md

For cross-language rules (linting, generated code, encoding), see conventions.md.

适合场景

01

研究助手

02

事实核查

03

知识库问答

04

带来源的搜索总结

能力概览

能力 1

组合搜索和大模型调用

能力 2

支持多来源检索和总结

能力 3

强调引用来源和事实核查

能力 4

适合研究型 Agent 流程

平台分布

Codex

35.04%
按下载量换算42

Claude

27.59%
按下载量换算33

Cursor

18.68%
按下载量换算23

Gemini CLI

9.63%
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

执行命令

安装流程涉及命令执行,可能通过 npx skills add https://github.com/siddham-jain/docstring-coverage --skill docstring-coverage 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

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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