{
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  "item": {
    "slug": "consensus-persona-generator",
    "name": "consensus-persona-generator",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/kaicianflone/consensus-persona-generator",
    "canonicalUrl": "https://clawhub.ai/kaicianflone/consensus-persona-generator",
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    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "AI-SELF-IMPROVEMENT.md",
      "README.md",
      "SKILL.md",
      "examples/persona-input.json",
      "metadata.json",
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    ],
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      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
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        },
        {
          "label": "Upgrade existing",
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        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
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    "agentPageUrl": "https://openagent3.xyz/skills/consensus-persona-generator/agent",
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  "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. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
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  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "consensus-persona-generator",
        "body": "consensus-persona-generator is the entrypoint for evaluator diversity in the Consensus.Tools ecosystem."
      },
      {
        "title": "What this skill does",
        "body": "creates N distinct decision personas (role, bias, risk posture, voting style)\nassigns initial reputation baselines for weighted arbitration (ongoing updates handled by consensus-persona-engine)\npersists a versioned persona_set artifact to board state\nreuses compatible persona sets when possible to reduce churn"
      },
      {
        "title": "Why this matters",
        "body": "Most agent pipelines fail because one model self-approves its own output. This skill injects structured disagreement first, so later guards operate over explicit multi-perspective review."
      },
      {
        "title": "Ecosystem role",
        "body": "Stack position:\n\nconsensus-tools -> consensus-interact pattern -> consensus-persona-generator -> domain guards -> consensus-persona-engine\n\nconsensus-tools: board/job/submission ledger substrate\nconsensus-interact: board-native orchestration contract\npersona-generator: lightweight multi-agent initialization layer\npersona-engine: reputation update and persona lifecycle state transition layer"
      },
      {
        "title": "Inputs / outputs (automation-friendly)",
        "body": "strict JSON input contract (board_id, task_context, n_personas, etc.)\nstrict JSON output with persona_set_id, personas[], and board write refs\ndeterministic/replayable behavior where feasible"
      },
      {
        "title": "Typical use cases",
        "body": "bootstrap evaluators for email/publish/support/merge/action guards\nregenerate persona cohorts by domain or risk profile\nestablish reusable governance personas for long-running automation"
      },
      {
        "title": "Runtime, credentials, and network behavior",
        "body": "runtime binaries: node, tsx\nnetwork calls: none in shipped generator logic\nenvironment config read by this package: CONSENSUS_STATE_FILE, CONSENSUS_STATE_ROOT\nfilesystem writes: board/state artifacts under the configured consensus state path"
      },
      {
        "title": "Dependency trust model",
        "body": "consensus-guard-core is the first-party consensus runtime dependency for this package\nversions are semver-pinned in package.json for reproducible installs\nthis skill does not request host-wide privileges and does not mutate other skills"
      },
      {
        "title": "Install",
        "body": "npm i consensus-persona-generator"
      },
      {
        "title": "Quick start",
        "body": "node --import tsx run.js --input ./examples/persona-input.json"
      },
      {
        "title": "Tool-call integration",
        "body": "This skill is wired to the consensus-interact contract boundary (via shared consensus-guard-core wrappers where applicable):\n\nreadBoardPolicy\ngetLatestPersonaSet / getPersonaSet\nwriteArtifact / writeDecision\nidempotent decision lookup\n\nThis keeps board orchestration standardized across skills."
      },
      {
        "title": "Invoke Contract",
        "body": "This skill exposes a canonical entrypoint:\n\ninvoke(input, opts?) -> Promise<OutputJson | ErrorJson>\n\ninvoke() initializes or reuses persona sets and executes board operations via shared guard-core wrappers. It does not perform ongoing reputation mutation; that belongs to consensus-persona-engine."
      }
    ],
    "body": "consensus-persona-generator\n\nconsensus-persona-generator is the entrypoint for evaluator diversity in the Consensus.Tools ecosystem.\n\nWhat this skill does\ncreates N distinct decision personas (role, bias, risk posture, voting style)\nassigns initial reputation baselines for weighted arbitration (ongoing updates handled by consensus-persona-engine)\npersists a versioned persona_set artifact to board state\nreuses compatible persona sets when possible to reduce churn\nWhy this matters\n\nMost agent pipelines fail because one model self-approves its own output. This skill injects structured disagreement first, so later guards operate over explicit multi-perspective review.\n\nEcosystem role\n\nStack position:\n\nconsensus-tools -> consensus-interact pattern -> consensus-persona-generator -> domain guards -> consensus-persona-engine\n\nconsensus-tools: board/job/submission ledger substrate\nconsensus-interact: board-native orchestration contract\npersona-generator: lightweight multi-agent initialization layer\npersona-engine: reputation update and persona lifecycle state transition layer\nInputs / outputs (automation-friendly)\nstrict JSON input contract (board_id, task_context, n_personas, etc.)\nstrict JSON output with persona_set_id, personas[], and board write refs\ndeterministic/replayable behavior where feasible\nTypical use cases\nbootstrap evaluators for email/publish/support/merge/action guards\nregenerate persona cohorts by domain or risk profile\nestablish reusable governance personas for long-running automation\nRuntime, credentials, and network behavior\nruntime binaries: node, tsx\nnetwork calls: none in shipped generator logic\nenvironment config read by this package: CONSENSUS_STATE_FILE, CONSENSUS_STATE_ROOT\nfilesystem writes: board/state artifacts under the configured consensus state path\nDependency trust model\nconsensus-guard-core is the first-party consensus runtime dependency for this package\nversions are semver-pinned in package.json for reproducible installs\nthis skill does not request host-wide privileges and does not mutate other skills\nInstall\nnpm i consensus-persona-generator\n\nQuick start\nnode --import tsx run.js --input ./examples/persona-input.json\n\nTool-call integration\n\nThis skill is wired to the consensus-interact contract boundary (via shared consensus-guard-core wrappers where applicable):\n\nreadBoardPolicy\ngetLatestPersonaSet / getPersonaSet\nwriteArtifact / writeDecision\nidempotent decision lookup\n\nThis keeps board orchestration standardized across skills.\n\nInvoke Contract\n\nThis skill exposes a canonical entrypoint:\n\ninvoke(input, opts?) -> Promise<OutputJson | ErrorJson>\n\ninvoke() initializes or reuses persona sets and executes board operations via shared guard-core wrappers. It does not perform ongoing reputation mutation; that belongs to consensus-persona-engine."
  },
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    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/kaicianflone/consensus-persona-generator",
    "publisherUrl": "https://clawhub.ai/kaicianflone/consensus-persona-generator",
    "owner": "kaicianflone",
    "version": "1.1.14",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
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}