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Agent Skill · 研究检索

pharaoh(pharaoh 测试)

pharaoh 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。

pharaoh 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为接触敏感数据;许可证为 MIT-0,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 21,602。

总安装 4,822周安装 205GitHub Stars 1下载 1,689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
0.3.5

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:pharaoh(pharaoh 测试)
来源仓库:https://github.com/0xuxdesign/pharaoh
安装命令:
openclaw skills install pharaoh
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 pharaoh

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。

构建包含 23 项开发技能的代码库知识图谱。通过 MCP 协议查询架构依赖、死代码与测试覆盖率。提供爆炸半径评估与工作流程优化建议。pharaoh 属于研究检索类 Skill,可作为该场景下的辅助能力补充。安装命令:openclaw skills install pharaoh,适用于 OpenClaw。

依赖 MCP 服务正常运行方可获取完整数据视图。

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 pharaoh;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

    它需要接触敏感数据,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

pharaoh 怎么安装?

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

pharaoh 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。

pharaoh 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

pharaoh 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。

pharaoh 用的人多吗?

公开数据是累计安装 4,822 次,近一周安装 205 次,下载 1,689 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。

pharaoh 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 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
pharaoh

pharaoh 测试 · 本页

4,8221接触敏感数据MIT-0有提醒

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
pharaoh
description
Codebase knowledge graph with 23 development workflow skills. Query architecture, dependencies, blast radius, dead code, and test coverage via MCP. Requires GitHub App installation (read-only repo access) and OAuth authentication. Connects to external MCP server at mcp.pharaoh.so.
version
0.3.5
homepage
https://pharaoh.so
metadata
{"emoji": "☥", "openclaw": {"requires": {"bins": ["npx", "node"], "env": [], "config": "~/.pharaoh/credentials.json"}, "permissions": {"network": ["mcp.pharaoh.so", "github.com"], "filesystem": ["~/.pharaoh/", "~/.openclaw/"]}, "always": false}, "tags": ["code-intelligence", "architecture", "mcp", "knowledge-graph", "dependencies", "blast-radius", "dead-code", "code-review", "refactoring", "test-coverage", "codebase-understanding", "developer-tools", "ai-coding"]}

Pharaoh — Codebase Knowledge Graph + Developer Skill Library

Pharaoh parses your source files server-side to extract structural metadata (names, signatures, imports, relationships) and stores that metadata — not source code bodies — in a knowledge graph. AI agents then query the graph instead of reading files one at a time.

What the Installer Does

Running npx @pharaoh-so/mcp --install-skills performs these actions:

  1. Downloads the @pharaoh-so/mcp npm package (source, npm)
  2. Copies 23 skill directories (SKILL.md markdown files) into ~/.openclaw/skills/ — warning: overwrites existing pharaoh skill files on reinstall (uses cpSync with force: true; does not touch non-pharaoh skills)
  3. Adds an MCP server entry "pharaoh" to ~/.openclaw/openclaw.json under mcpServers (skips if already present, refuses to write if JSON is corrupted)
  4. If OpenClaw is not detected (~/.openclaw/ doesn't exist), prints manual installation instructions and exits — does not create directories or modify config

Authentication happens separately when the MCP server first runs (not during --install-skills):

  • Device flow (RFC 8628) — displays a code, you authorize on any device with a browser
  • Credentials stored at ~/.pharaoh/credentials.json (file permissions 0600, owner-only)

No background processes are installed. No cron jobs. No system services.

Architecture: The @pharaoh-so/mcp package runs a local stdio proxy process — it starts when your AI client launches it and stops when the session ends. This proxy relays MCP messages to the remote Pharaoh server at mcp.pharaoh.so, where parsing and graph queries execute. Your repository metadata is sent to and stored on Pharaoh's servers (see Data & Privacy below). The proxy itself does not parse code or store data locally.

Authentication & Permissions

OAuth flow: GitHub device authorization grant (RFC 8628). You approve access in your browser — no secrets are embedded in the package.

GitHub App scopes (when installed on your org):

  • contents: read — read-only access to parse repository files via tree-sitter
  • metadata: read — repo names, languages, default branch
  • Webhooks on push events — triggers automatic graph refresh when code changes

No write access. The GitHub App cannot modify code, create branches, open PRs, or change settings.

Credential storage: ~/.pharaoh/credentials.json — OAuth access token + refresh token. Tokens expire after 7 days with automatic refresh. Clear with npx @pharaoh-so/mcp --logout.

Data & Privacy

How parsing works: Pharaoh clones your repos server-side using GitHub App installation tokens, then runs its open-source parser (tree-sitter based, MIT licensed) to extract structural metadata. Source files are read during parsing to build the AST. After parsing, cloned files are deleted from disk. The extracted metadata is:

  • Function/class names, signatures, and export visibility
  • File paths and module membership
  • Import/export relationships and call chains
  • Complexity scores (cyclomatic complexity)
  • JSDoc/docstring text (encrypted at rest with per-tenant AES-256-GCM keys)

What is NOT stored: Source code bodies (function implementations, template literals, string contents, etc.). The graph contains names, paths, relationships, and scores. Source files are cloned temporarily for parsing, then deleted — they are not persisted or logged.

Where data lives: Neo4j knowledge graph on Neo4j Aura (cloud, GCP). Pharaoh is a remote service — your metadata is stored on Pharaoh's infrastructure, not locally. Each tenant's data is isolated via application-level repo-anchoring (every query scoped to your repos) and ownership checks. For self-hosted options, see documentation.

Data retention: Graph data persists while your account is active. Deleting a repo from Pharaoh purges all its nodes and relationships. Account deletion removes all tenant data.

Network endpoints contacted:

  • mcp.pharaoh.so — MCP server (tool calls and responses)
  • github.com — OAuth authorization and API calls (repo metadata, installation tokens)

When to Use

After installation, the core pharaoh skill loads automatically in sessions where Pharaoh MCP tools are available. It teaches your agent to query architecture before reading files, check blast radius before modifying code, and search functions before creating duplicates. The 22 other skills are invoked on-demand by name.

What You Get

22 MCP Tools — codebase map, module context, function search, blast radius, dependency queries, dead code detection, test coverage, regression risk, and more.

23 Development Skills:

CategorySkills
Corepharaoh (architectural habits, loads when MCP tools are present)
Planningpharaoh:plan, pharaoh:brainstorm, pharaoh:execute, pharaoh:sessions, pharaoh:parallel
Implementationpharaoh:tdd, pharaoh:debug, pharaoh:refactor, pharaoh:investigate, pharaoh:explore
Verificationpharaoh:verify, pharaoh:wiring, pharaoh:review, pharaoh:review-receive, pharaoh:pr, pharaoh:review-codex
Maintenancepharaoh:health, pharaoh:debt, pharaoh:audit-tests, pharaoh:onboard
Gitpharaoh:worktree, pharaoh:finish

Setup Steps

  1. Install the GitHub App on your org at github.com/apps/pharaoh-so — grants read-only access to selected repos
  2. Pharaoh auto-maps selected repos into a knowledge graph (typically < 5 minutes)
  3. Run npx @pharaoh-so/mcp --install-skills — installs skills + connects MCP server
  4. Authorize via the device code shown in terminal (opens GitHub OAuth in browser)
  5. Your agent now queries architecture instead of reading files one at a time

Uninstall

# Remove skills (installed by --install-skills)
rm -rf ~/.openclaw/skills/pharaoh*
# Remove MCP server entry from ~/.openclaw/openclaw.json (delete the "pharaoh" key under mcpServers)

# If using Claude Code directly (without OpenClaw):
claude mcp remove pharaoh

# Remove stored credentials
npx @pharaoh-so/mcp --logout
# or: rm ~/.pharaoh/credentials.json

Links

  • Documentation: https://pharaoh.so/docs
  • GitHub (parser, open-source): https://github.com/Pharaoh-so/pharaoh-parser
  • GitHub (MCP proxy): https://github.com/Pharaoh-so/pharaoh-mcp
  • npm: https://www.npmjs.com/package/@pharaoh-so/mcp
  • MCP Server: https://mcp.pharaoh.so
  • Security contact: security@pharaoh.so

平台分布

OpenClaw

98.61%
按下载量换算1,666

安全审计

VirusTotal

未展示

ClawScan

通过

Static analysis

可疑

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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