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Agent Skill · 研究检索

document-skills(文档技能)

document-skills 用于记录任务执行中的错误、用户纠正、经验和能力缺口,适合在 OpenClaw 中希望让 Agent 持续沉淀问题、修正和最佳实践时使用。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。

document-skills 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为执行命令;许可证为 MIT-0,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 1,196。

总安装 110,967周安装 4,718GitHub Stars 1下载 38,876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
MIT-0
版本
0.1.2

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:document-skills(文档技能)
来源仓库:https://github.com/ryanallen/document-skills
安装命令:
openclaw skills install document-skills
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 OpenClaw 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。

ClawHubOpenClaw
openclaw skills install document-skills

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。

编写或更新 OpenClaw 技能配置文件 SKILL.md。遵循宿主结构与最佳实践生成模板代码。适用宿主包括 OpenClaw,接入前应确认版本、权限和运行环境要求。响应“创建技能”“更新技能”等指令时触发。输出仅供参考,实际部署前需人工复核逻辑。

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

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 OpenClaw;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 openclaw skills install document-skills;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

document-skills 怎么安装?

在终端执行 openclaw skills install document-skills。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

document-skills 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。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。

document-skills 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 openclaw skills install document-skills 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。

document-skills 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

document-skills 用的人多吗?

公开数据是累计安装 110,967 次,近一周安装 4,718 次,下载 38,876 次,GitHub 1 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。

document-skills 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

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 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。
  • 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 OpenClaw,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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

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

文档技能 · 本页

110,9671执行命令MIT-0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

name
document-skills
description
Write or update a skill (SKILL.md and supporting files) to match host structure and best practices. Use when user says create skill, write skill, update SKILL.md, /document-skills.
disable-model-invocation
true
argument-hint
[skill-path] [source]
context
fork
agent
general-purpose

Document Skills

Write or update a skill to fit the host's expected structure. Use the structure and checklist below.

Inputs

  1. Target skill – Path to the skill folder (e.g. the project skills directory skills/example/) or the skill name.
  2. Source – Draft, user instructions, or notes to turn into the skill or merge in.

If you don't give either: Use the current or given context (e.g. the skill or path already under discussion).

Output

SKILL.md updated (and supporting files if needed).

Process

1. Skill layout

  • One folder per skill. The main file is always SKILL.md (exact name, case-sensitive).
  • Folder name: Must be kebab-case (lowercase, hyphens; no spaces, underscores, or capitals). The frontmatter name must match the folder name.
  • Where skills live: In a project, typically a dedicated skills directory (e.g. skills/<name>/). The host discovers skills from this location even when it's nested (e.g. inside a package).
  • Optional subfolders only: Use scripts/ (executable code), references/ (documentation loaded as needed), and assets/ (templates, icons, etc.). Do not put README.md inside the skill folder; all documentation goes in SKILL.md or references/. Long reference material goes in references/ and is linked from SKILL.md (progressive disclosure).
  • Length: Keep SKILL.md under ~5,000 words. Long reference in references/, linked from SKILL.md.
  • Progressive disclosure: Skills use three levels — (1) YAML frontmatter is always loaded so the assistant knows when to use the skill; (2) SKILL.md body is loaded when the skill is relevant; (3) files in references/ or assets/ are opened only as needed. This keeps token use down while keeping expertise available.
  • Composability: Skills can load together. Write the skill so it works alongside others; don't assume it's the only one active.

2. SKILL.md format

Frontmatter (the YAML block between the first --- lines)

Frontmatter configures when and how the skill runs. The table below follows the official skills reference.

name and description are required. name must match the folder name (kebab-case). description should follow: [What it does] + [When to use it] + [Key capabilities] — under 1024 characters; no XML angle brackets (< >). Avoid vague lines like "Helps with projects"; include specific trigger phrases and, if relevant, file types (e.g. ".fig files", "PDF contract review").

FieldRequiredDescription
nameYeskebab-case only; must match skill folder name. Lowercase letters, numbers, and hyphens (max 64 characters).
descriptionYes[What it does] + [When to use it] + [Key capabilities]. Include trigger phrases (e.g. "Use when user says save, /save"). Mention file types if relevant. Under 1024 characters. No < or >.
argument-hintNoHint shown during autocomplete to indicate expected arguments. Example: [issue-number] or [filename] [format].
disable-model-invocationNoSet to true to disable automatic loading; use for workflows you want to trigger manually with /name. Default: false.
user-invocableNoSet to false to hide from the / menu. Use for background knowledge users shouldn't invoke directly. Default: true.
allowed-toolsNoTools the assistant can use without asking permission when this skill is active.
modelNoModel to use when this skill is active.
contextNoSet to fork to run in a forked subagent context.
agentNoWhich subagent type to use when context: fork is set.
hooksNoHooks scoped to this skill's lifecycle. See Hooks in skills and agents for configuration format.

Optional: license (e.g. MIT for open source), compatibility (1–500 chars: product, system deps, network), metadata (e.g. author, version, mcp-server). See complete skills guide.

Security: No XML angle brackets in frontmatter. Avoid reserved names in the skill name (e.g. host or vendor names).

YAML gotcha: Avoid colons inside a value. They can be read as a new key. Use something like "Scope is" instead of "Scope:" in the text.

Content type
  • Reference content – Conventions, patterns, style. The assistant applies it inline to your current work. No invocation control needed.
  • Task content – Step-by-step instructions for a specific action (deploy, commit, code generation). Often invoked directly with /skill-name. Use disable-model-invocation: true so the skill is not auto-loaded.
Body sections (same order for every skill)

Use the same section order so skills are easy to scan:

  1. # Title – Skill name as H1, then one short intro (what it does).
  2. ## Inputs – What the skill needs (user input, paths, options). Number the items. Use "None" or "Optional" when nothing is required.
  3. ## Output – What you get (a file, a behavior, a handoff). One short block.
  4. ## Process – How to do it. Numbered steps or subsections (e.g. "### 1. Step name"). Put all how-to and rules here. Be specific and actionable (e.g. "Run python scripts/validate.py --input {filename}" not "Validate the data"). Include error handling for common failures; reference bundled files (e.g. "Before queries, consult references/api-patterns.md") when relevant.
  5. ## Examples – Optional but recommended. Common scenarios: "User says X → Actions → Result."
  6. ## Troubleshooting – Optional but recommended. Error or symptom → Cause → Solution.
  7. ## Reference – Optional. Links to related skills or docs.

Skip a section only if it really doesn't apply. When unsure, include Inputs, Output, Process, and Reference; add Examples and Troubleshooting where they help. Match the layout of other skills in the repo.

Substitutions (in the body text)

From the official docs:

  • $ARGUMENTS – All arguments passed when invoking the skill. If not present in the content, arguments are appended as ARGUMENTS: .
  • $ARGUMENTS[N] or $N – The Nth argument (0-based index).
  • ${CLAUDE_SESSION_ID} – The current session ID (host-defined).
  • ${CLAUDE_SKILL_DIR} – The directory containing the skill's SKILL.md file (host-defined).

For injecting shell output before the skill runs, see Inject dynamic context.

3. Checklist when writing or updating

  1. Frontmatter: description follows [What it does] + [When to use it] + [Key capabilities] and is specific (include phrases users might say, e.g. "Use when user says save, /save"). name matches the skill. Task or side-effect skills: disable-model-invocation: true per official docs.
  2. Sections: Inputs, Output, Process, then optionally Examples and Troubleshooting, then Reference. Same order as other skills.
  3. Length: Under 500 lines; long reference in other files, linked from SKILL.md.
  4. Supporting files: If used, say so in SKILL.md and when to load them. Keep SKILL.md focused; put long or detailed docs in references/ and link (progressive disclosure).
  5. Arguments: Use $ARGUMENTS or $N and optionally argument-hint if the skill takes input.
  6. Invocation: Use disable-model-invocation and/or user-invocable so the skill runs when intended (see Control who invokes a skill).

4. Steps to run

  1. Read the target skill path and any source.
  2. Apply the checklist and structure above. Don't change behavior unless the user asked.
  3. Write or update SKILL.md (and supporting files if needed). Only document what the skill does; don't add capabilities that aren't there.

Examples

User says: "Create a skill for validating CSV uploads."

Actions: Create folder skills/validate-csv/ (or the project's skill path; kebab-case). Add SKILL.md with required frontmatter (name: validate-csv, description using [What it does] + [When to use it] + [Key capabilities], e.g. "Validate CSV uploads. Use when user says validate CSV, check upload, /validate-csv. Key capabilities: schema check, encoding detection."). Add Inputs, Output, Process, optional Reference. If the skill runs a script, add scripts/validate.sh and reference it in Process.

Result: New skill that triggers on the stated phrases; coordinator and flows updated if it is part of a flow.

User says: "Update the save skill to mention update-gitignore."

Actions: Open the save skill's SKILL.md (e.g. skills/save/SKILL.md). Add the new step or reference in Process. Update description if trigger phrases change. Sync coordinator and references/coordinator-flows.md if the Save flow changes.

Troubleshooting

Invalid frontmatter / upload error. Cause: YAML formatting (missing --- delimiters, unclosed quotes, or colons in a value read as a new key). Solution: Ensure frontmatter is between two --- lines. Avoid colons in description text; use "Use when" not "When:". No < or > in frontmatter.

Skill doesn't trigger. Cause: Description too vague or missing the full formula (what it does, when to use it, key capabilities) or trigger phrases. Solution: Use [What it does] + [When to use it] + [Key capabilities] and add specific "Use when user says X, Y, /skill-name". Same phrases should appear in coordinator flow table if the skill is part of a flow. Debug: Ask the assistant "When would you use the [skill name] skill?" and adjust the description from what’s missing.

Skill triggers too often. Cause: Description too broad or overlapping with other skills. Solution: Add negative triggers (e.g. "Do NOT use for simple data exploration; use data-viz skill instead"). Narrow scope (e.g. "PDF legal documents for contract review" instead of "Processes documents"). Clarify when not to use (e.g. "Use specifically for online payment workflows, not general financial queries").

Wrong folder name. Cause: Folder has spaces, underscores, or capitals. Solution: Rename to kebab-case. Update name in SKILL.md to match. Update all references (coordinator, agents, README, package.json, checklist script, agents/references/).

After writing

  • Coordinator sync: If you changed the description (e.g. "when to use" or key capabilities that match user requests), update the coordinator agent and the flow steps in references/coordinator-flows.md if the skill is part of a flow, so the flow table and agent descriptions stay in sync.
  • Rename/move: If a skill was renamed or moved (e.g. generate-figma → designer-figma), update all references: coordinator, agents, README, package.json, other skills that link to it, verify-task checklist script, agents/references/ (e.g. coordinator-flows.md if the skill appears in a flow), and .gitignore.

Reference

Official skills reference – frontmatter, control who invokes a skill, run in subagent, substitutions. Coordinator – Flow table and agent descriptions should follow [What it does] + [When to use it] + [Key capabilities] and match the phrases users say.

Complete guide to building skills – progressive disclosure, description formula, good/bad examples, optional frontmatter, triggering and troubleshooting, instructions best practices.

平台分布

OpenClaw

76.19%
按下载量换算29,620

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

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 openclaw skills install document-skills 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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