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Use when the user asks to inspect a repo, summarize the stack,...\n\nTags: agent-skill:1.0.0, code-audit:1.0.0, developer-tools:1.0.0, latest:1.0.0, openclaw:1.0.0, repository-analysis:1.0.0\n\nVersion history:\n\nv1.0.0 | 2026-04-28T15:47:49.764Z | user\n\nInitial release\n\nArchive index:\n\nArchive v1.0.0: 4 files, 3863 bytes\n\nFiles: README.md (2639b), skill-card.md (1801b), SKILL.md (2025b), _meta.json (141b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: repo-discovery-auditor\ndescription: Audit an unfamiliar codebase and map architecture, user-facing features, maturity, and risks. Use when the user asks to inspect a repo, summarize the stack, explain structure, list implemented features, judge what looks mature vs rough, or prepare a coding brief from an existing project.\nuser-invocable: true\n---\n\n# Repo Discovery Auditor\n\nInspect a repo before planning or coding.\n\n## Core workflow\n\n1. Start with high-signal files:\n   - package manager files\n   - app entrypoints and route layouts\n   - config files\n   - backend or data client setup\n   - representative feature pages or modules\n2. Identify:\n   - framework and runtime\n   - routing model\n   - state management\n   - data layer and auth\n   - UI system\n3. Map user-facing flows page by page or feature by feature.\n4. Look for maturity signals:\n   - validation\n   - loading and error states\n   - empty states\n   - access control\n   - reusable abstractions\n   - side-effect handling\n5. Look for risk signals:\n   - stale schema references\n   - duplicated business logic\n   - weak typing\n   - inconsistent auth or role checks\n   - debug code and ad-hoc branching\n\n## Evidence rule\n\nTie claims to actual files or patterns you inspected.\nDo not claim runtime behavior you did not verify.\nIf something is inferred from static code only, say so.\n\n## Suggested output\n\nReturn results in this order when useful:\n\n1. **Architecture summary**\n2. **Key stack and structure**\n3. **User-facing feature map**\n4. **What looks mature**\n5. **What looks rough or incomplete**\n6. **Important risks or inconsistencies**\n7. **Best next move**\n\n## Maturity labels\n\nUse simple bands:\n- **mature**\n- **working but rough**\n- **unclear or likely incomplete**\n\nExplain each label with concrete evidence.\n\n## Handoff use\n\nIf the repo audit will feed implementation work, end with a short section for Codex:\n- likely files to touch\n- architecture constraints\n- risky areas to avoid breaking\n- missing information that should be confirmed first\n\nFile v1.0.0:README.md\n\n# Repo Discovery Auditor\n\nRepo Discovery Auditor is an OpenClaw Agent Skill for auditing unfamiliar codebases before planning, refactoring, or implementation work.\n\nIt helps an AI assistant inspect a repository systematically, map its architecture, identify user-facing features, assess maturity, surface risks, and prepare a practical handoff for coding agents such as Codex.\n\n## What It Does\n\nThis skill guides the assistant to:\n\n- inspect high-signal project files first;\n- identify the framework, runtime, routing model, state management, data layer, authentication, and UI system;\n- map user-facing features by page, module, or flow;\n- evaluate maturity signals such as validation, loading states, error handling, access control, reusable abstractions, and side-effect handling;\n- detect risk signals such as duplicated business logic, stale schema references, weak typing, inconsistent authorization checks, debug code, and ad-hoc branching;\n- produce a concise, evidence-based repository audit.\n\n## When to Use\n\nUse this skill when you need to:\n\n- inspect an unfamiliar repository;\n- understand a project's architecture and structure;\n- summarize implemented features;\n- judge what looks mature versus rough or incomplete;\n- identify technical risks before making changes;\n- prepare a coding brief for another implementation agent.\n\n## Suggested Output Structure\n\nThe skill recommends returning findings in this order:\n\n1. Architecture summary\n2. Key stack and structure\n3. User-facing feature map\n4. What looks mature\n5. What looks rough or incomplete\n6. Important risks or inconsistencies\n7. Best next move\n\n## Maturity Labels\n\nUse simple, explainable labels:\n\n- **Mature** — implemented with clear structure, safeguards, and reusable patterns.\n- **Working but rough** — functional, but missing polish, consistency, or robustness.\n- **Unclear or likely incomplete** — not enough evidence, partial implementation, or missing critical pieces.\n\n## Evidence Rule\n\nEvery claim should be tied to actual files, code patterns, or inspected project structure.\n\nDo not claim runtime behavior unless it has been verified. If something is inferred from static code only, say so clearly.\n\n## Installation\n\nCopy the skill folder into your OpenClaw workspace skills directory:\n\n```bash\nmkdir -p ~/.openclaw/workspace/skills\ncp -r repo-discovery-auditor ~/.openclaw/workspace/skills/\n```\n\nThen restart or reload OpenClaw if your setup requires it.\n\n## Files\n\n```text\nrepo-discovery-auditor/\n├── README.md\n└── SKILL.md\n```\n\n## License\n\nThis project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn7c8112d2km23bzr2rvvsw1px85qaaw\",\n  \"slug\": \"repo-discovery-auditor\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1777391269764\n}\n\nFile v1.0.0:skill-card.md\n\n## Description:\n\nAudit an unfamiliar codebase and map architecture, user-facing features, maturity, and risks.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[nalendrax8](https://clawhub.ai/user/nalendrax8)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and coding agents use this skill to inspect unfamiliar repositories, map architecture and user-facing features, assess maturity, surface risks, and prepare practical implementation handoffs.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill can prompt an agent to inspect repository files during broad repository-analysis tasks.\n\nMitigation: Use it only in repositories whose files you are comfortable having the agent read.\n\nRisk: Static repository audits can produce misleading conclusions if claims are not tied to inspected files or verified behavior.\n\nMitigation: Require claims to cite inspected files or patterns, and label static-code inferences instead of presenting them as verified runtime behavior.\n\n## Reference(s):\n\n- [Repo Discovery Auditor README](artifact/README.md)\n- [Repo Discovery Auditor Skill Definition](artifact/SKILL.md)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, guidance]\n\n**Output Format:** [Markdown or structured text audit report]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Evidence-based findings tied to inspected files and patterns; no fixed token cap is specified.]\n\n## Skill Version(s):\n\n1.0.0 (source: release metadata)\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: Repo Discovery Auditor Owner: nalendrax8 Summary: Audit an unfamiliar codebase and map architecture, user-facing features, maturity, and risks. 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Use when the user asks to inspect a repo, summarize the stack, explain structure, list implemented features, judge what looks mature vs rough, or prepare a coding brief from an existing project.\nuser-invocable: true\n---\n\n# Repo Discovery Auditor\n\nInspect a repo before planning or coding.\n\n## Core workflow\n\n1. Start with high-signal files:\n   - package manager files\n   - app entrypoints and route layouts\n   - config files\n   - backend or data client setup\n   - representative feature pages or modules\n2. Identify:\n   - framework and runtime\n   - routing model\n   - state management\n   - data layer and auth\n   - UI system\n3. Map user-facing flows page by page or feature by feature.\n4. Look for maturity signals:\n   - validation\n   - loading and error states\n   - empty states\n   - access control\n   - reusable abstractions\n   - side-effect handling\n5. Look for risk signals:\n   - stale schema references\n   - duplicated business logic\n   - weak typing\n   - inconsistent auth or role checks\n   - debug code and ad-hoc branching\n\n## Evidence rule\n\nTie claims to actual files or patterns you inspected.\nDo not claim runtime behavior you did not verify.\nIf something is inferred from static code only, say so.\n\n## Suggested output\n\nReturn results in this order when useful:\n\n1. **Architecture summary**\n2. **Key stack and structure**\n3. **User-facing feature map**\n4. **What looks mature**\n5. **What looks rough or incomplete**\n6. **Important risks or inconsistencies**\n7. **Best next move**\n\n## Maturity labels\n\nUse simple bands:\n- **mature**\n- **working but rough**\n- **unclear or likely incomplete**\n\nExplain each label with concrete evidence.\n\n## Handoff use\n\nIf the repo audit will feed implementation work, end with a short section for Codex:\n- likely files to touch\n- architecture constraints\n- risky areas to avoid breaking\n- missing information that should be confirmed first"},{"path":"README.md","content":"# Repo Discovery Auditor\n\nRepo Discovery Auditor is an OpenClaw Agent Skill for auditing unfamiliar codebases before planning, refactoring, or implementation work.\n\nIt helps an AI assistant inspect a repository systematically, map its architecture, identify user-facing features, assess maturity, surface risks, and prepare a practical handoff for coding agents such as Codex.\n\n## What It Does\n\nThis skill guides the assistant to:\n\n- inspect high-signal project files first;\n- identify the framework, runtime, routing model, state management, data layer, authentication, and UI system;\n- map user-facing features by page, module, or flow;\n- evaluate maturity signals such as validation, loading states, error handling, access control, reusable abstractions, and side-effect handling;\n- detect risk signals such as duplicated business logic, stale schema references, weak typing, inconsistent authorization checks, debug code, and ad-hoc branching;\n- produce a concise, evidence-based repository audit.\n\n## When to Use\n\nUse this skill when you need to:\n\n- inspect an unfamiliar repository;\n- understand a project's architecture and structure;\n- summarize implemented features;\n- judge what looks mature versus rough or incomplete;\n- identify technical risks before making changes;\n- prepare a coding brief for another implementation agent.\n\n## Suggested Output Structure\n\nThe skill recommends returning findings in this order:\n\n1. Architecture summary\n2. Key stack and structure\n3. User-facing feature map\n4. What looks mature\n5. What looks rough or incomplete\n6. Important risks or inconsistencies\n7. Best next move\n\n## Maturity Labels\n\nUse simple, explainable labels:\n\n- **Mature** — implemented with clear structure, safeguards, and reusable patterns.\n- **Working but rough** — functional, but missing polish, consistency, or robustness.\n- **Unclear or likely incomplete** — not enough evidence, partial implementation, or missing critical pieces.\n\n## Evidence Rule\n\nEvery claim should be tied to actual files, code patterns, or inspected project structure.\n\nDo not claim runtime behavior unless it has been verified. If something is inferred from static code only, say so clearly.\n\n## Installation\n\nCopy the skill folder into your OpenClaw workspace skills directory:\n\n```bash\nmkdir -p ~/.openclaw/workspace/skills\ncp -r repo-discovery-auditor ~/.openclaw/workspace/skills/\n```\n\nThen restart or reload OpenClaw if your setup requires it.\n\n## Files\n\n```text\nrepo-discovery-auditor/\n├── README.md\n└── SKILL.md\n```\n\n## License\n\nThis project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details."},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7c8112d2km23bzr2rvvsw1px85qaaw\",\n  \"slug\": \"repo-discovery-auditor\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1777391269764\n}"},{"path":"skill-card.md","content":"## Description:\n\nAudit an unfamiliar codebase and map architecture, user-facing features, maturity, and risks.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[nalendrax8](https://clawhub.ai/user/nalendrax8)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and coding agents use this skill to inspect unfamiliar repositories, map architecture and user-facing features, assess maturity, surface risks, and prepare practical implementation handoffs.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill can prompt an agent to inspect repository files during broad repository-analysis tasks.\n\nMitigation: Use it only in repositories whose files you are comfortable having the agent read.\n\nRisk: Static repository audits can produce misleading conclusions if claims are not tied to inspected files or verified behavior.\n\nMitigation: Require claims to cite inspected files or patterns, and label static-code inferences instead of presenting them as verified runtime behavior.\n\n## Reference(s):\n\n- [Repo Discovery Auditor README](artifact/README.md)\n- [Repo Discovery Auditor Skill Definition](artifact/SKILL.md)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, guidance]\n\n**Output Format:** [Markdown or structured text audit report]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Evidence-based findings tied to inspected files and patterns; no fixed token cap is specified.]\n\n## Skill Version(s):\n\n1.0.0 (source: release metadata)\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":"Audit an unfamiliar codebase and map architecture, user-facing features, maturity, and risks. 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