{
  "schemaVersion": "1.0",
  "item": {
    "slug": "evolution-state-analyzer",
    "name": "Evolution State Analyzer",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/wanng-ide/evolution-state-analyzer",
    "canonicalUrl": "https://clawhub.ai/wanng-ide/evolution-state-analyzer",
    "targetPlatform": "OpenClaw"
  },
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    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "index.js",
      "package.json",
      "scripts/test_analyze.js"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
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      "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",
      "slug": "evolution-state-analyzer",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-01T10:49:03.146Z",
      "expiresAt": "2026-05-08T10:49:03.146Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=evolution-state-analyzer",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=evolution-state-analyzer",
        "contentDisposition": "attachment; filename=\"evolution-state-analyzer-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "evolution-state-analyzer"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/evolution-state-analyzer"
    },
    "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/evolution-state-analyzer",
    "agentPageUrl": "https://openagent3.xyz/skills/evolution-state-analyzer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/evolution-state-analyzer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/evolution-state-analyzer/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": "Evolution State Analyzer",
        "body": "This skill provides meta-analysis of the evolution process itself by examining the memory_graph.jsonl file."
      },
      {
        "title": "Capabilities",
        "body": "Stagnation Detection: Identifies repetitive cycles without improvement.\nGene Efficacy Analysis: Tracks which genes yield the highest success rates.\nFailure Cluster Analysis: Groups failure reasons to pinpoint systemic issues.\nTrend Reporting: Visualizes evolution score trends over time."
      },
      {
        "title": "Usage",
        "body": "const analyzer = require('./index');\nconst insights = await analyzer.analyzeState();\nconsole.log(JSON.stringify(insights, null, 2));"
      },
      {
        "title": "Example Output",
        "body": "{\n  \"total_cycles\": 120,\n  \"success_rate\": 0.75,\n  \"stagnation_detected\": true,\n  \"top_genes\": [\n    { \"id\": \"gene_repair_v2\", \"success_rate\": 0.95 },\n    { \"id\": \"gene_innovate_v1\", \"success_rate\": 0.40 }\n  ],\n  \"recommendations\": [\n    \"Switch to INNOVATE intent (stagnation streak: 5)\",\n    \"Deprecate gene_innovate_v1 (success rate < 0.5)\"\n  ]\n}"
      }
    ],
    "body": "Evolution State Analyzer\n\nThis skill provides meta-analysis of the evolution process itself by examining the memory_graph.jsonl file.\n\nCapabilities\nStagnation Detection: Identifies repetitive cycles without improvement.\nGene Efficacy Analysis: Tracks which genes yield the highest success rates.\nFailure Cluster Analysis: Groups failure reasons to pinpoint systemic issues.\nTrend Reporting: Visualizes evolution score trends over time.\nUsage\nconst analyzer = require('./index');\nconst insights = await analyzer.analyzeState();\nconsole.log(JSON.stringify(insights, null, 2));\n\nExample Output\n{\n  \"total_cycles\": 120,\n  \"success_rate\": 0.75,\n  \"stagnation_detected\": true,\n  \"top_genes\": [\n    { \"id\": \"gene_repair_v2\", \"success_rate\": 0.95 },\n    { \"id\": \"gene_innovate_v1\", \"success_rate\": 0.40 }\n  ],\n  \"recommendations\": [\n    \"Switch to INNOVATE intent (stagnation streak: 5)\",\n    \"Deprecate gene_innovate_v1 (success rate < 0.5)\"\n  ]\n}"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/wanng-ide/evolution-state-analyzer",
    "publisherUrl": "https://clawhub.ai/wanng-ide/evolution-state-analyzer",
    "owner": "wanng-ide",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/evolution-state-analyzer",
    "downloadUrl": "https://openagent3.xyz/downloads/evolution-state-analyzer",
    "agentUrl": "https://openagent3.xyz/skills/evolution-state-analyzer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/evolution-state-analyzer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/evolution-state-analyzer/agent.md"
  }
}