{"id":"a0b2621b-4f79-435c-89d7-97f1bf5b3d54","entityType":"agent","slug":"clawhub-huangxianzhan-codegraph-assistant","name":"Codegraph Assistant","canonicalUrl":"https://www.xpersona.co/agent/clawhub-huangxianzhan-codegraph-assistant","canonicalPath":"/agent/clawhub-huangxianzhan-codegraph-assistant","generatedAt":"2026-10-12T18:53:29.095Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T21:12:02.030Z","emptyReason":null},"description":"一键代码图谱助手 — 包装 npm codegraph，自动初始化/索引/注入上下文。让 DeepSeek TUI 编程时一句话拿到项目结构、符号索引、影响分析。 Skill: Codegraph Assistant Owner: huangxianzhan Summary: 一键代码图谱助手 — 包装 npm codegraph，自动初始化/索引/注入上下文。让 DeepSeek TUI 编程时一句话拿到项目结构、符号索引、影响分析。 Tags: latest:1.0.0 Version history: v1.0.0 | 2026-05-20T06:58:20.338Z | auto Initial release of CodeGraph Assistant. - Provides a wrapper for npm codegraph, enabling one-click project setup, indexing, and context injection. - Automates codegraph initialization, indexing, query, an","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. 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This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huangxianzhan-codegraph-assistant/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huangxianzhan-codegraph-assistant/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huangxianzhan-codegraph-assistant/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-huangxianzhan-codegraph-assistant/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-huangxianzhan-codegraph-assistant/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-huangxianzhan-codegraph-assistant/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-12T18:53:29.095Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huangxianzhan-codegraph-assistant/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huangxianzhan-codegraph-assistant/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huangxianzhan-codegraph-assistant/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huangxianzhan-codegraph-assistant/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is 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execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-10-11T21:12:02.030Z","emptyReason":null},"readme":"Skill: Codegraph Assistant\n\nOwner: huangxianzhan\n\nSummary: 一键代码图谱助手 — 包装 npm codegraph，自动初始化/索引/注入上下文。让 DeepSeek TUI 编程时一句话拿到项目结构、符号索引、影响分析。\n\nTags: latest:1.0.0\n\nVersion history:\n\nv1.0.0 | 2026-05-20T06:58:20.338Z | auto\n\nInitial release of CodeGraph Assistant.\n\n- Provides a wrapper for npm codegraph, enabling one-click project setup, indexing, and context injection.\n- Automates codegraph initialization, indexing, query, and context tasks with single commands.\n- Offers commands for project setup, symbol search, impact analysis, and injecting summaries into MEMORY.md.\n- Simplifies integration with DeepSeek TUI for enhanced code navigation and analysis.\n- Requires globally installed npm codegraph and Python 3.11+.\n\nArchive index:\n\nArchive v1.0.0: 4 files, 4263 bytes\n\nFiles: _meta.json (138b), codegraph_assist.py (4957b), skill-card.md (2017b), SKILL.md (1689b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: codegraph-assistant\nversion: 1.0.0\ndescription: 一键代码图谱助手 — 包装 npm codegraph，自动初始化/索引/注入上下文。让 DeepSeek TUI 编程时一句话拿到项目结构、符号索引、影响分析。\n---\n\n# CodeGraph Assistant\n\n> npm codegraph 的加速包装器。不需要手动 `codegraph init -i` → `query` 三步走。\n\n## 解决的问题\n\n| 无此技能 | 有此技能 |\n|---------|---------|\n| 手动 `codegraph init -i` 每项目 | `setup` 一键完成 |\n| `codegraph context \"fix bug\"` 怕输错格式 | `ask \"你的问题\"` 自动组命令 |\n| 不知道改了影响哪些测试 | `affected file.py` 直接出结果 |\n| 不会注入到 memory | `inject` 写入 MEMORY.md |\n\n## 命令\n\n```bash\npython codegraph_assist.py setup [path]     # init + index 项目\npython codegraph_assist.py ask \"问题描述\"    # 生成任务上下文 (markdown)\npython codegraph_assist.py query \"类名\"     # 搜索符号\npython codegraph_assist.py affected file.py # 改动影响分析\npython codegraph_assist.py inject [path]    # 注入摘要到 MEMORY.md\npython codegraph_assist.py status [path]    # 索引统计\n```\n\n## 依赖\n\n- `npm codegraph`（`@colbymchenry/codegraph`）已全局安装\n- Python 3.11+\n\n## 典型工作流\n\n```bash\n# 新项目\ncd myproject\ncodegraph-assistant setup     # 30s，一次性\n\n# 编程时\ncodegraph-assistant ask \"重构数据库连接层\"\n# → 输出 markdown 上下文，含入口点、相关符号、调用链\n```\n\n## 集成\n\nDeepSeek TUI 可通过 `exec_shell` 直接调用：\n```\n> codegraph_assist.py query \"ClassName\" -j    # 拿 JSON 结果\n> codegraph_assist.py affected src/file.py     # 改动前检查\n```\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn72m11q3g3cz7w4kq1gc83hfs83cqwy\",\n  \"slug\": \"codegraph-assistant\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1779260300338\n}\n\nFile v1.0.0:skill-card.md\n\n## Description:\n\nCodegraph Assistant wraps npm codegraph to initialize and index projects, query symbols, analyze affected files, and inject project summaries into MEMORY.md.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[huangxianzhan](https://clawhub.ai/user/huangxianzhan)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and engineers use this skill to call npm codegraph through simpler commands for project setup, code context generation, symbol search, impact analysis, and memory summary injection.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The inject command can persist untrusted project or CodeGraph output into MEMORY.md.\n\nMitigation: Use inject only on trusted repositories, inspect MEMORY.md after use, and add confirmation, backups, explicit markers, and untrusted-output delimiters before relying on memory workflows.\n\nRisk: The skill indexes the selected project and runs the globally installed CodeGraph executable.\n\nMitigation: Install CodeGraph from a trusted source and run the skill only in intended project directories.\n\n## Reference(s):\n\n- [Codegraph Assistant ClawHub Skill](https://clawhub.ai/huangxianzhan/skills/codegraph-assistant)\n- [huangxianzhan ClawHub Profile](https://clawhub.ai/user/huangxianzhan)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Plain text, Markdown, and optional JSON emitted by command-line workflows]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May write a generated CodeGraph summary to MEMORY.md when the inject command is used.]\n\n## Skill Version(s):\n\n1.0.0 (source: frontmatter, release metadata, _meta.json)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.","readmeExcerpt":"Skill: Codegraph Assistant Owner: huangxianzhan Summary: 一键代码图谱助手 — 包装 npm codegraph，自动初始化/索引/注入上下文。让 DeepSeek TUI 编程时一句话拿到项目结构、符号索引、影响分析。 Tags: latest:1.0.0 Version history: v1.0.0 | 2026-05-20T06:58:20.338Z | auto Initial release of CodeGraph Assistant. - Provides a wrapper for npm codegraph, enabling one-click project setup, indexing, and context injection. - Automates codegraph initialization, indexing, query, an","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"python codegraph_assist.py setup [path]     # init + index 项目\npython codegraph_assist.py ask \"问题描述\"    # 生成任务上下文 (markdown)\npython codegraph_assist.py query \"类名\"     # 搜索符号\npython codegraph_assist.py affected file.py # 改动影响分析\npython codegraph_assist.py inject [path]    # 注入摘要到 MEMORY.md\npython codegraph_assist.py status [path]    # 索引统计"},{"language":"bash","snippet":"# 新项目\ncd myproject\ncodegraph-assistant setup     # 30s，一次性\n\n# 编程时\ncodegraph-assistant ask \"重构数据库连接层\"\n# → 输出 markdown 上下文，含入口点、相关符号、调用链"},{"language":"text","snippet":"> codegraph_assist.py query \"ClassName\" -j    # 拿 JSON 结果\n> codegraph_assist.py affected src/file.py     # 改动前检查"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: codegraph-assistant\nversion: 1.0.0\ndescription: 一键代码图谱助手 — 包装 npm codegraph，自动初始化/索引/注入上下文。让 DeepSeek TUI 编程时一句话拿到项目结构、符号索引、影响分析。\n---\n\n# CodeGraph Assistant\n\n> npm codegraph 的加速包装器。不需要手动 `codegraph init -i` → `query` 三步走。\n\n## 解决的问题\n\n| 无此技能 | 有此技能 |\n|---------|---------|\n| 手动 `codegraph init -i` 每项目 | `setup` 一键完成 |\n| `codegraph context \"fix bug\"` 怕输错格式 | `ask \"你的问题\"` 自动组命令 |\n| 不知道改了影响哪些测试 | `affected file.py` 直接出结果 |\n| 不会注入到 memory | `inject` 写入 MEMORY.md |\n\n## 命令\n\n```bash\npython codegraph_assist.py setup [path]     # init + index 项目\npython codegraph_assist.py ask \"问题描述\"    # 生成任务上下文 (markdown)\npython codegraph_assist.py query \"类名\"     # 搜索符号\npython codegraph_assist.py affected file.py # 改动影响分析\npython codegraph_assist.py inject [path]    # 注入摘要到 MEMORY.md\npython codegraph_assist.py status [path]    # 索引统计\n```\n\n## 依赖\n\n- `npm codegraph`（`@colbymchenry/codegraph`）已全局安装\n- Python 3.11+\n\n## 典型工作流\n\n```bash\n# 新项目\ncd myproject\ncodegraph-assistant setup     # 30s，一次性\n\n# 编程时\ncodegraph-assistant ask \"重构数据库连接层\"\n# → 输出 markdown 上下文，含入口点、相关符号、调用链\n```\n\n## 集成\n\nDeepSeek TUI 可通过 `exec_shell` 直接调用：\n```\n> codegraph_assist.py query \"ClassName\" -j    # 拿 JSON 结果\n> codegraph_assist.py affected src/file.py     # 改动前检查\n```"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn72m11q3g3cz7w4kq1gc83hfs83cqwy\",\n  \"slug\": \"codegraph-assistant\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1779260300338\n}"},{"path":"skill-card.md","content":"## Description:\n\nCodegraph Assistant wraps npm codegraph to initialize and index projects, query symbols, analyze affected files, and inject project summaries into MEMORY.md.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[huangxianzhan](https://clawhub.ai/user/huangxianzhan)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and engineers use this skill to call npm codegraph through simpler commands for project setup, code context generation, symbol search, impact analysis, and memory summary injection.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The inject command can persist untrusted project or CodeGraph output into MEMORY.md.\n\nMitigation: Use inject only on trusted repositories, inspect MEMORY.md after use, and add confirmation, backups, explicit markers, and untrusted-output delimiters before relying on memory workflows.\n\nRisk: The skill indexes the selected project and runs the globally installed CodeGraph executable.\n\nMitigation: Install CodeGraph from a trusted source and run the skill only in intended project directories.\n\n## Reference(s):\n\n- [Codegraph Assistant ClawHub Skill](https://clawhub.ai/huangxianzhan/skills/codegraph-assistant)\n- [huangxianzhan ClawHub Profile](https://clawhub.ai/user/huangxianzhan)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Plain text, Markdown, and optional JSON emitted by command-line workflows]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May write a generated CodeGraph summary to MEMORY.md when the inject command is used.]\n\n## Skill Version(s):\n\n1.0.0 (source: frontmatter, release metadata, _meta.json)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"一键代码图谱助手 — 包装 npm codegraph，自动初始化/索引/注入上下文。让 DeepSeek TUI 编程时一句话拿到项目结构、符号索引、影响分析。 Skill: Codegraph Assistant Owner: huangxianzhan Summary: 一键代码图谱助手 — 包装 npm codegraph，自动初始化/索引/注入上下文。让 DeepSeek TUI 编程时一句话拿到项目结构、符号索引、影响分析。 Tags: latest:1.0.0 Version history: v1.0.0 | 2026-05-20T06:58:20.338Z | auto Initial release of CodeGraph Assistant. - Provides a wrapper for npm codegraph, enabling one-click project setup, indexing, and context injection. - Automates codegraph initialization, indexing, query, an","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":711,"uniquenessScore":56,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T21:12:02.030Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T21:12:02.030Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-12T18:53:29.095Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like 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Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}