{
  "schemaVersion": "1.0",
  "item": {
    "slug": "hle-benchmark-evolver",
    "name": "Hle Benchmark Evolver",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/wanng-ide/hle-benchmark-evolver",
    "canonicalUrl": "https://clawhub.ai/wanng-ide/hle-benchmark-evolver",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/hle-benchmark-evolver",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=hle-benchmark-evolver",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "assets/hle_report.sample.json",
      "index.js",
      "package.json",
      "run_pipeline.js",
      "run_result.js"
    ],
    "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",
      "details": {
        "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/hle-benchmark-evolver"
    },
    "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/hle-benchmark-evolver",
    "agentPageUrl": "https://openagent3.xyz/skills/hle-benchmark-evolver/agent",
    "manifestUrl": "https://openagent3.xyz/skills/hle-benchmark-evolver/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/hle-benchmark-evolver/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": "HLE Benchmark Evolver",
        "body": "This skill operationalizes HLE score-driven evolution for OpenClaw."
      },
      {
        "title": "When to Use",
        "body": "User asks to improve HLE score (for example target >= 60%).\nUser provides question-level benchmark output and wants it converted to reward.\nUser wants easy-first curriculum queue and next-focus questions.\nUser asks for an immediate benchmark result snapshot."
      },
      {
        "title": "Inputs",
        "body": "Benchmark report JSON path (--report=/abs/path/report.json)\nOptional benchmark id (cais/hle default)"
      },
      {
        "title": "Workflow",
        "body": "Validate the report JSON exists and is parseable.\nIngest report into capability-evolver benchmark reward state.\nGenerate curriculum signals:\n\nbenchmark_*\ncurriculum_stage:*\nfocus_subject:*\nfocus_modality:*\nquestion_focus:*\n\n\nReturn a compact result summary for this run."
      },
      {
        "title": "Run",
        "body": "node skills/hle-benchmark-evolver/run_result.js --report=/absolute/path/hle_report.json\n\nFull automatic loop (starts evolution cycle):\n\nnode skills/hle-benchmark-evolver/run_pipeline.js --report=/absolute/path/hle_report.json --cycles=1\n\nIf your evaluator can be called from shell, let pipeline generate the report each cycle:\n\nnode skills/hle-benchmark-evolver/run_pipeline.js \\\n  --report=/absolute/path/hle_report.json \\\n  --eval_cmd=\"python /path/to/eval_hle.py --out {{report}}\" \\\n  --cycles=3 --interval_ms=2000\n\nIf no --report is provided, it defaults to:\n\nskills/capability-evolver/assets/gep/hle_report.template.json"
      },
      {
        "title": "Output Contract",
        "body": "Always print JSON with these fields:\n\nbenchmark_id\nrun_id\naccuracy\nreward\ntrend\ncurriculum_stage\nqueue_size\nfocus_subjects\nfocus_modalities\nnext_questions"
      },
      {
        "title": "Notes",
        "body": "This skill handles reward/curriculum ingestion. It does not directly solve HLE questions.\nrun_pipeline.js links ingestion, evolve, and solidify into one executable loop."
      }
    ],
    "body": "HLE Benchmark Evolver\n\nThis skill operationalizes HLE score-driven evolution for OpenClaw.\n\nWhen to Use\nUser asks to improve HLE score (for example target >= 60%).\nUser provides question-level benchmark output and wants it converted to reward.\nUser wants easy-first curriculum queue and next-focus questions.\nUser asks for an immediate benchmark result snapshot.\nInputs\nBenchmark report JSON path (--report=/abs/path/report.json)\nOptional benchmark id (cais/hle default)\nWorkflow\nValidate the report JSON exists and is parseable.\nIngest report into capability-evolver benchmark reward state.\nGenerate curriculum signals:\nbenchmark_*\ncurriculum_stage:*\nfocus_subject:*\nfocus_modality:*\nquestion_focus:*\nReturn a compact result summary for this run.\nRun\nnode skills/hle-benchmark-evolver/run_result.js --report=/absolute/path/hle_report.json\n\n\nFull automatic loop (starts evolution cycle):\n\nnode skills/hle-benchmark-evolver/run_pipeline.js --report=/absolute/path/hle_report.json --cycles=1\n\n\nIf your evaluator can be called from shell, let pipeline generate the report each cycle:\n\nnode skills/hle-benchmark-evolver/run_pipeline.js \\\n  --report=/absolute/path/hle_report.json \\\n  --eval_cmd=\"python /path/to/eval_hle.py --out {{report}}\" \\\n  --cycles=3 --interval_ms=2000\n\n\nIf no --report is provided, it defaults to:\n\nskills/capability-evolver/assets/gep/hle_report.template.json\n\nOutput Contract\n\nAlways print JSON with these fields:\n\nbenchmark_id\nrun_id\naccuracy\nreward\ntrend\ncurriculum_stage\nqueue_size\nfocus_subjects\nfocus_modalities\nnext_questions\nNotes\nThis skill handles reward/curriculum ingestion. It does not directly solve HLE questions.\nrun_pipeline.js links ingestion, evolve, and solidify into one executable loop."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/wanng-ide/hle-benchmark-evolver",
    "publisherUrl": "https://clawhub.ai/wanng-ide/hle-benchmark-evolver",
    "owner": "wanng-ide",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/hle-benchmark-evolver",
    "downloadUrl": "https://openagent3.xyz/downloads/hle-benchmark-evolver",
    "agentUrl": "https://openagent3.xyz/skills/hle-benchmark-evolver/agent",
    "manifestUrl": "https://openagent3.xyz/skills/hle-benchmark-evolver/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/hle-benchmark-evolver/agent.md"
  }
}