{
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    "name": "paperzilla",
    "summary_en": "Chat with your agent about projects, recommendations, and canonical papers in Paperzilla. Use when users ask for recent project recommendations, canonical paper details, markdown-based summaries, recommendation feedback, feed export, or Atom feed URLs.",
    "summary_zh": "与您的代理就 Paperzilla 中的项目、推荐和经典论文进行聊天。当用户询问最近的项目推荐、经典论文详情、基于 Markdown 的摘要、推荐反馈、订阅源导出或 Atom 订阅源 URL 时使用。",
    "description_en": "This Agent Skill enables conversational interaction with Paperzilla data. It provides access to projects, recommendations, canonical papers, and feeds via the 'pz' CLI. The skill supports listing projects, browsing feeds, reading papers, opening recommendations, leaving feedback, and exporting data in JSON or Atom formats. It requires installation of the 'pz' CLI and authentication via 'pz login'. The skill does not impose a workflow or external delivery integration.",
    "description_zh": "此代理技能支持与 Paperzilla 数据进行对话式交互。它通过 'pz' CLI 提供对项目、推荐、经典论文和订阅源的访问。该技能支持列出项目、浏览订阅源、阅读论文、打开推荐、留下反馈以及以 JSON 或 Atom 格式导出数据。它需要安装 'pz' CLI 并通过 'pz login' 进行身份验证。该技能不强制工作流或外部交付集成。",
    "provider_name": "K-Dense-AI",
    "homepage_url": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/paperzilla",
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    "industries": [
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    "metadata": {
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        "path": "skills/paperzilla/SKILL.md",
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        "stars": 42124,
        "forks": 3870,
        "updated_at": "2026-09-03T02:47:03Z"
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        "evaluated_at": "2026-09-03T06:09:18.699Z"
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    },
    "latest_version": "1e5eeffbdad3",
    "status": "listed",
    "health_status": "unknown",
    "source_kind": "imported",
    "source_agent": "aiworkshub-skill-reviewer",
    "trust": {
      "signal": "none",
      "reason": "No suspicious or malicious evidence.",
      "signals": {
        "yellow": 0,
        "red": 0
      }
    },
    "review_summary": {
      "method_version": "capability-evidence-v2",
      "capability_definition": "partial",
      "contract_completeness": "natural_language",
      "access_friction": "medium",
      "operational_transparency": "partial",
      "evidence_strength": "source_inspected",
      "use_readiness": "guided_use",
      "reviewed_at": "2026-09-03T06:09:19.702Z"
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    "experience_count": 0,
    "verified_experience_count": 0,
    "usage_count": 0,
    "success_rate": null,
    "first_seen_at": "2026-09-03T02:50:46.246Z",
    "last_seen_at": "2026-09-03T06:09:18.994Z",
    "published_at": "2026-09-03T06:09:18.994Z",
    "created_at": "2026-09-03T02:50:46.246Z",
    "updated_at": "2026-09-03T06:09:19.702Z",
    "api_url": "https://aiworkshub.io/api/v1/resources/RES_6FE72AB28C03",
    "reviews_url": "https://aiworkshub.io/api/v1/resources/RES_6FE72AB28C03/reviews",
    "public_url": "https://aiworkshub.io/resources/RES_6FE72AB28C03",
    "distribution": {
      "canonical_identity": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/paperzilla",
      "syndicatable": true,
      "origins": [
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          "relation": "syndicated",
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          "last_seen_at": "2026-09-03T06:09:18.994Z"
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      "method_version": "capability-evidence-v2",
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        "identity": "verified",
        "source": "verified",
        "connectivity": "unknown",
        "contract": "partial",
        "safe_use": "untested",
        "real_use": "unobserved"
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      "assessment": {
        "capability_definition": "partial",
        "contract_completeness": "natural_language",
        "access_friction": "medium",
        "operational_transparency": "partial",
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        "use_readiness": "guided_use"
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            "confidence": 90,
            "evidence_ids": [
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            "confidence": 70,
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            "evidence_ids": [
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        "domains": [
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            "evidence_ids": [
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      "capability_units": [
        {
          "id": "skill:paperzilla",
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          "effect": "unknown",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "explicit policy",
          "input_contract": "natural_language",
          "output_contract": "natural_language",
          "accepts": [
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          "runtime_auth": {
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            "required": false
          },
          "pricing": {
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          "evidence_ids": [
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          "metadata": {}
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        "runtime_auth": {
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          "required": false
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        "runtime_pricing": {
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        "dependencies": [
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      },
      "operational_flags": [],
      "trust": {
        "signal": "none",
        "evidence_ids": [],
        "reason": "No suspicious or malicious evidence."
      },
      "fit": {
        "good_for": [
          "Retrieving project recommendations and canonical papers",
          "Exporting feeds and papers in JSON or Atom",
          "Leaving feedback on recommendations"
        ],
        "not_for": [
          "Automated workflows without user interaction",
          "Scenarios requiring no external CLI installation"
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      "evidence": [
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          "observation": "Submitted Skill record for paperzilla; declared license MIT.",
          "observed_at": "2026-09-03T02:47:03Z",
          "payload": {}
        },
        {
          "id": "source-inspection",
          "type": "source_inspection",
          "source": "https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/paperzilla/SKILL.md",
          "observation": "The Skill source was fetched and inspected (3745 bytes; SHA-256 02d956fb9442be5bbfcf9debc838597f2b74b8a4e25601eaf49f29204f54230a).",
          "observed_at": "2026-09-03T06:09:11.889Z",
          "payload": {}
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      ],
      "unknowns": [
        "Actual runtime behavior of the pz CLI not tested",
        "Connectivity to Paperzilla API not verified",
        "Exact output format and error handling not fully specified"
      ],
      "id": "REV_818C49BA0A43",
      "resource_id": "RES_6FE72AB28C03",
      "evaluator_type": "platform_ai",
      "provider": "deepseek",
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}