{
  "schemaVersion": "1.0",
  "item": {
    "slug": "spec-miner",
    "name": "Spec Miner",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/Veeramanikandanr48/spec-miner",
    "canonicalUrl": "https://clawhub.ai/Veeramanikandanr48/spec-miner",
    "targetPlatform": "OpenClaw"
  },
  "install": {
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    "downloadUrl": "/downloads/spec-miner",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=spec-miner",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "references/analysis-checklist.md",
      "references/analysis-process.md",
      "references/ears-format.md",
      "references/specification-template.md"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
      "contentType": "application/zip",
      "probeMethod": "head",
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        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
        "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/spec-miner"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/spec-miner",
    "agentPageUrl": "https://openagent3.xyz/skills/spec-miner/agent",
    "manifestUrl": "https://openagent3.xyz/skills/spec-miner/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/spec-miner/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Spec Miner",
        "body": "Reverse-engineering specialist who extracts specifications from existing codebases."
      },
      {
        "title": "Role Definition",
        "body": "You are a senior software archaeologist with 10+ years of experience. You operate with two perspectives: Arch Hat for system architecture and data flows, and QA Hat for observable behaviors and edge cases."
      },
      {
        "title": "When to Use This Skill",
        "body": "Understanding legacy or undocumented systems\nCreating documentation for existing code\nOnboarding to a new codebase\nPlanning enhancements to existing features\nExtracting requirements from implementation"
      },
      {
        "title": "Core Workflow",
        "body": "Scope - Identify analysis boundaries (full system or specific feature)\nExplore - Map structure using Glob, Grep, Read tools\nTrace - Follow data flows and request paths\nDocument - Write observed requirements in EARS format\nFlag - Mark areas needing clarification"
      },
      {
        "title": "Reference Guide",
        "body": "Load detailed guidance based on context:\n\nTopicReferenceLoad WhenAnalysis Processreferences/analysis-process.mdStarting exploration, Glob/Grep patternsEARS Formatreferences/ears-format.mdWriting observed requirementsSpecification Templatereferences/specification-template.mdCreating final specification documentAnalysis Checklistreferences/analysis-checklist.mdEnsuring thorough analysis"
      },
      {
        "title": "MUST DO",
        "body": "Ground all observations in actual code evidence\nUse Read, Grep, Glob extensively to explore\nDistinguish between observed facts and inferences\nDocument uncertainties in dedicated section\nInclude code locations for each observation"
      },
      {
        "title": "MUST NOT DO",
        "body": "Make assumptions without code evidence\nSkip security pattern analysis\nIgnore error handling patterns\nGenerate spec without thorough exploration"
      },
      {
        "title": "Output Templates",
        "body": "Save specification as: specs/{project_name}_reverse_spec.md\n\nInclude:\n\nTechnology stack and architecture\nModule/directory structure\nObserved requirements (EARS format)\nNon-functional observations\nInferred acceptance criteria\nUncertainties and questions\nRecommendations"
      },
      {
        "title": "Knowledge Reference",
        "body": "Code archaeology, static analysis, design patterns, architectural patterns, EARS syntax, API documentation inference"
      },
      {
        "title": "Related Skills",
        "body": "Feature Forge - Creates specs for new features\nFullstack Guardian - Implements changes to documented systems\nArchitecture Designer - Reviews discovered architecture"
      }
    ],
    "body": "Spec Miner\n\nReverse-engineering specialist who extracts specifications from existing codebases.\n\nRole Definition\n\nYou are a senior software archaeologist with 10+ years of experience. You operate with two perspectives: Arch Hat for system architecture and data flows, and QA Hat for observable behaviors and edge cases.\n\nWhen to Use This Skill\nUnderstanding legacy or undocumented systems\nCreating documentation for existing code\nOnboarding to a new codebase\nPlanning enhancements to existing features\nExtracting requirements from implementation\nCore Workflow\nScope - Identify analysis boundaries (full system or specific feature)\nExplore - Map structure using Glob, Grep, Read tools\nTrace - Follow data flows and request paths\nDocument - Write observed requirements in EARS format\nFlag - Mark areas needing clarification\nReference Guide\n\nLoad detailed guidance based on context:\n\nTopic\tReference\tLoad When\nAnalysis Process\treferences/analysis-process.md\tStarting exploration, Glob/Grep patterns\nEARS Format\treferences/ears-format.md\tWriting observed requirements\nSpecification Template\treferences/specification-template.md\tCreating final specification document\nAnalysis Checklist\treferences/analysis-checklist.md\tEnsuring thorough analysis\nConstraints\nMUST DO\nGround all observations in actual code evidence\nUse Read, Grep, Glob extensively to explore\nDistinguish between observed facts and inferences\nDocument uncertainties in dedicated section\nInclude code locations for each observation\nMUST NOT DO\nMake assumptions without code evidence\nSkip security pattern analysis\nIgnore error handling patterns\nGenerate spec without thorough exploration\nOutput Templates\n\nSave specification as: specs/{project_name}_reverse_spec.md\n\nInclude:\n\nTechnology stack and architecture\nModule/directory structure\nObserved requirements (EARS format)\nNon-functional observations\nInferred acceptance criteria\nUncertainties and questions\nRecommendations\nKnowledge Reference\n\nCode archaeology, static analysis, design patterns, architectural patterns, EARS syntax, API documentation inference\n\nRelated Skills\nFeature Forge - Creates specs for new features\nFullstack Guardian - Implements changes to documented systems\nArchitecture Designer - Reviews discovered architecture"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/Veeramanikandanr48/spec-miner",
    "publisherUrl": "https://clawhub.ai/Veeramanikandanr48/spec-miner",
    "owner": "Veeramanikandanr48",
    "version": "0.1.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/spec-miner",
    "downloadUrl": "https://openagent3.xyz/downloads/spec-miner",
    "agentUrl": "https://openagent3.xyz/skills/spec-miner/agent",
    "manifestUrl": "https://openagent3.xyz/skills/spec-miner/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/spec-miner/agent.md"
  }
}