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Agent Skill · 研究检索

compound-eng-document-review(复合工程文件审查)

compound-eng-document-review 用于查找、检索和筛选相关信息,适合在 OpenClaw 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。

compound-eng-document-review 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;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 12,512。

总安装 10,184周安装 433GitHub Stars 公开资料未说明下载 3,568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
3.0.5

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:compound-eng-document-review(复合工程文件审查)
来源仓库:https://github.com/iliaal/compound-eng-document-review
安装命令:
openclaw skills install compound-eng-document-review
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 compound-eng-document-review

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。

compound-eng-document-review 对文件进行结构审查,评估清晰度、完整性与组织合理性。适用于 OpenClaw 中润色规范、ADR 或计划文档前的质量检查场景。支持识别缺失章节、术语不一致与逻辑断层,提出优化建议。

安装使用 clawhub 命令,需确保目标文档为 Markdown 或其他标准格式。涉及多语言内容时应保留原始事实,避免擅自改写业务术语或数据。

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 compound-eng-document-review;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

    它需要需要联网,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

compound-eng-document-review 怎么安装?

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

compound-eng-document-review 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。

compound-eng-document-review 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

compound-eng-document-review 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。

compound-eng-document-review 用的人多吗?

公开数据是累计安装 10,184 次,近一周安装 433 次,下载 3,568 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。

compound-eng-document-review 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

  • 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

  • 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
compound-eng-document-review

复合工程文件审查 · 本页

10,184—需要联网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
ia-document-review
class
workflow
description
>-

Document Review

Improve brainstorm or plan documents through structured review.

Step 1: Get the Document

If a document path is provided: Read it, then proceed to Step 2.

If no document is specified: Ask which document to review, or look for the most recent brainstorm/plan in docs/brainstorms/ or docs/plans/.

Step 2: Assess

Read through the document and ask:

  • What is unclear?
  • What is unnecessary?
  • What decision is being avoided?
  • What assumptions are unstated?
  • Where could scope accidentally expand?
  • Is this technically feasible with the current architecture?
  • Are there security implications in what's proposed?

These questions surface issues. Don't fix yet--just note what you find.

Step 3: Activate Review Lenses

Based on the document's content, activate specialized review perspectives. Scan for signals and apply matching lenses:

LensSignalsWhat it checks
ProductUser-facing features, customer language, market claims, scope decisionsProblem framing, value proposition clarity, whether scope matches stated goals
DesignUI/UX references, user flows, wireframes, interaction descriptionsFlow completeness, interaction gaps, accessibility considerations
SecurityAuth/authorization, API endpoints, PII, payments, tokens, encryptionAuth model gaps, data exposure risks, missing threat considerations
Scope guardianMultiple priority tiers (P0/P1/P2), large requirement count (>8), stretch goalsScope creep, premature abstractions, features disguised as requirements
Adversarial>5 distinct requirements, explicit architectural decisions, high-stakes domainsUnstated assumptions, optimistic estimates, single points of failure, missing failure modes

Activate a lens when ANY of its signals match. Most documents trigger 1-2 lenses; brainstorm notes may trigger none. When a lens is active, weave its checks into the assessment and evaluation steps rather than running it as a separate pass.

Step 4: Evaluate

Score the document against these criteria:

CriterionWhat to Check
ClarityProblem statement is clear, no vague language ("probably," "consider," "try to")
CompletenessRequired sections present, constraints stated, open questions flagged
SpecificityConcrete enough for next step (brainstorm → can plan, plan → can implement)
YAGNINo hypothetical features, simplest approach chosen

If invoked within a workflow (after /ia-brainstorm or /ia-plan), also check:

  • User intent fidelity -- Document reflects what was discussed, assumptions validated

Step 5: Identify the Critical Improvement

Among everything found in Steps 2-4, does one issue stand out? If something would significantly improve the document's quality, this is the "must address" item. Highlight it prominently.

Step 6: Make Changes

Present your findings, then:

  1. Auto-fix minor issues (vague language, formatting) without asking
  2. Ask approval before substantive changes (restructuring, removing sections, changing meaning)
  3. Update the document inline--no separate files, no metadata sections

Simplification Guidance

Simplification is purposeful removal of unnecessary complexity, not shortening for its own sake.

Simplify when:

  • Content serves hypothetical future needs, not current ones
  • Sections repeat information already covered elsewhere
  • Detail exceeds what's needed to take the next step
  • Abstractions or structure add overhead without clarity

Don't simplify:

  • Constraints or edge cases that affect implementation
  • Rationale that explains why alternatives were rejected
  • Open questions that need resolution

Step 7: Reader Test (Optional)

For standalone documents that must be self-contained (onboarding guides, ADRs, external-facing docs), dispatch a zero-context sub-agent to simulate a first-time reader. The sub-agent has no conversation history — it sees only what a future reader would see.

How to run the test:

  1. Predict 5-10 reader questions from the document's stated goals — one per major section or decision. Mix three kinds:

- Concrete retrieval: "What command sets up the dev environment?" - Decision rationale: "Why did we pick X over Y?" - Ambiguity probe: "Could a reader interpret <specific phrase> in more than one way?"

  1. Dispatch a fresh sub-agent with the document attached and the questions. No prior context, no session history.
  2. Compare the sub-agent's answers against author intent. Also ask the sub-agent directly: "What feels ambiguous? What prior knowledge does this assume? Are there internal contradictions?"

Interpret results:

  • Correct, confident answers → document is self-contained for that question.
  • Wrong answer with high confidence → document actively misleads. Highest-priority fix.
  • Hedged or "insufficient information" → the document has a gap the author didn't notice. Fill it.
  • Sub-agent flags ambiguity the author didn't intend → reword for precision.

Skip for context-dependent docs (brainstorm notes, plan files, internal working docs) where the reader will always have prior context. The sub-agent test only adds value when the real reader has no other channel.

Step 8: Offer Next Action

After changes are complete, ask:

  1. Refine again - Another review pass
  2. Review complete - Document is ready

Iteration Guidance

After 2 refinement passes, recommend completion--diminishing returns are likely. If the user wants to continue, allow up to 4 passes total. After 4, stop and report "review converged -- further changes require new direction." Do not continue past 4 even on user request without a fresh framing.

Return control to the caller (workflow or user) after selection.

Constraints

  • Fix targeted sections, don't rewrite the whole document. If the structure is fundamentally broken, surface the structural problem and ask for permission to restructure.
  • Flag missing sections in your review, but don't add them. The user decides what to include.
  • Keep changes minimal. If a paragraph needs tightening, tighten it. Don't expand scope.
  • Review inline. No separate review files or metadata sections.

Success Criteria

  • Document read and scored on all four quality criteria
  • Relevant review lenses activated and checks applied
  • Critical improvements identified with specific suggestions
  • User presented with clear next-action choice (refine or complete)
  • Revised document saved if changes were approved

平台分布

OpenClaw

96.09%
按下载量换算3,428

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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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