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在 OpenClaw 中安装
/install project-context-guide
功能描述
This skill should be used when users need to understand codebase structure, trace code decisions, analyze code dependencies and impact, identify code maintai...
安全使用建议
This skill appears to do what it claims: local static analysis and Git-history inspection using the included Python scripts. Before installing/using it: 1) Note the scripts run git and read repository files (including git blame which exposes commit authors/emails) — run it only on repos you trust. 2) The docs mention external integrations (Slack/Confluence/JIRA) and include an illustrative requests.get snippet; those integrations are not implemented in the shipped scripts, but if you or someone else adds them later they will require API tokens and could transmit data externally. 3) Review the git subprocess usage (git_inspector.py and ownership_tracker.py) and the code for correctness (there are minor bugs/quirks in date handling and limits noted in comments). 4) If you need strict privacy, run the scripts offline in an isolated environment and audit any future changes that add network calls or secret handling.
功能分析
Type: OpenClaw Skill
Name: project-context-guide
Version: 1.0.2
The 'Project Context Guide' skill bundle is a legitimate toolset designed for codebase analysis, dependency mapping, and Git history tracing. The included Python scripts (analyze_structure.py, dependency_mapper.py, git_inspector.py, and ownership_tracker.py) use standard libraries and local subprocess calls to 'git' to extract metadata about code ownership and design decisions. No evidence of data exfiltration, network communication, or malicious prompt injection was found; the code's behavior is entirely consistent with its stated purpose of assisting developers with project onboarding and impact analysis.
能力评估
Purpose & Capability
The name/description promise codebase analysis, Git history tracing, ownership tracking and impact analysis, which aligns with the included Python scripts (analyze_structure.py, dependency_mapper.py, git_inspector.py, ownership_tracker.py). The README/SKILL.md also mention optional integrations (Slack/Confluence/JIRA) and an impact_analyzer.py listed in SKILL.md that is not present in the code bundle — this is a documentation/feature mismatch (not evidence of hidden behavior) and should be verified if you expect those integrations.
Instruction Scope
SKILL.md instructs the agent to scan the project, analyze Git history, build dependency/ownership graphs, and answer queries about code context. The scripts implement these tasks and perform local file reads and git subprocess invocations. There are no instructions in SKILL.md that direct the agent to read unrelated system files or automatically send code to external endpoints.
Install Mechanism
No install spec is provided and the skill is instruction + script only. Nothing in the bundle downloads remote archives or writes arbitrary binaries to disk. The highest-risk install patterns are absent.
Credentials
The skill declares no required environment variables or credentials (good). Documentation and README contain examples and a code snippet showing an external API call (requests.get with an Authorization header placeholder); that snippet is illustrative only and not used by the included scripts. If you later enable integrations (Slack/Confluence/JIRA), those will require tokens — review and provision such secrets only when you intentionally enable those features.
Persistence & Privilege
Skill flags indicate it is user-invocable and not always-included; it does not request persistent platform privileges. The scripts operate on the project repository and do not modify other skills or global agent settings.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install project-context-guide - 安装完成后，直接呼叫该 Skill 的名称或使用
/project-context-guide触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.2
- Major skill redesign and rename from "fragment-stitcher" to "Project Context Guide"
- Refocused on codebase comprehension: project structure, decision tracing, dependency/impact analysis, and ownership tracking
- Added new tools/scripts for code analysis, dependency mapping, Git history inspection, and ownership tracking
- Removed previous scripts and references related to knowledge fragment collection and stitching
- Comprehensive updates to documentation, including new usage scenarios and technical details
- Improved support for onboarding, code review, and understanding complex or legacy codebases
v1.0.1
Version 1.0.1 – Major Shift: From Project Context Guide to Fragment Stitcher.
- Renamed skill from "Project Context Guide" to "Fragment Stitcher" with a new knowledge management focus.
- Replaced code analysis, git history, and team insights features with intelligent fragmented knowledge collection, association discovery, and outline generation tools.
- Added new scripts for fragment collection, draft outline generation, relationship discovery, and stitching logic.
- Removed scripts and documentation tied to codebase structure and ownership analysis.
- Updated documentation to reflect workflow for knowledge fragment intake, storage, association, and outline creation.
v1.0.0
Initial release of Project Context Guide.
- Provides intelligent codebase analysis, Git history tracing, ownership tracking, and collaboration insights.
- Supports onboarding, legacy code understanding, code review assistance, and change impact prediction.
- Features include code structure analysis, dependency mapping, maintainer identification, and decision tracing.
- Offers workflow through project scanning, context query, and continuous knowledge updates.
- Extensible design for custom rules, tool integrations, and multi-project support.
- Documents known limitations and outlines future feature plans.
元数据
常见问题
project-context-guide 是什么？
This skill should be used when users need to understand codebase structure, trace code decisions, analyze code dependencies and impact, identify code maintai... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 147 次。
如何安装 project-context-guide？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install project-context-guide」即可一键安装，无需额外配置。
project-context-guide 是免费的吗？
是的，project-context-guide 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
project-context-guide 支持哪些平台？
project-context-guide 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 project-context-guide？
由 TeamoPlum（@teamoplum）开发并维护，当前版本 v1.0.2。
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