Paper Pilot

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    "slug": "xueyang-song-paper-pilot",
    "name": "Paper Pilot",
    "description": "Research-paper workflow tool for literature triage and structured reading",
    "category": "research",
    "url": "https://www.openagentskill.com/skills/xueyang-song-paper-pilot",
    "repository": "https://github.com/Xueyang-Song/paper-pilot",
    "github_repo": "Xueyang-Song/paper-pilot"
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  "suited_tasks": [
    "Coding agents workflows",
    "Claude Code teams",
    "builders willing to evaluate younger projects",
    "Inspect source files",
    "Explain architecture",
    "Patch bugs and verify changes",
    "Inspect repository metadata",
    "Compare code changes"
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    "TypeScript",
    "Research",
    "Codex",
    "Claude Code",
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    "OpenAgentSkill CLI"
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      "path": null,
      "revision": null,
      "notice": "Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability."
    },
    "command": "",
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      },
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      },
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      }
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    "handoff_url": "https://www.openagentskill.com/api/skills/xueyang-song-paper-pilot/install",
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      "repoActivity": "337 stars, 42 forks",
      "lastPushed": "3mo since push",
      "license": "MIT",
      "repository": "https://github.com/Xueyang-Song/paper-pilot",
      "install": "Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.",
      "installSafety": "standard package or runtime install path",
      "permissionSurface": "filesystem or document access",
      "documentation": "Usable metadata, review docs",
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      "setup_required": 0,
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      "production_outcomes": 0,
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      "label": "No agent outcome data yet"
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      "allowed": false,
      "sandbox_required": true,
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    },
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      "typescript"
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      "Financial research output is not financial advice; require human review before any live investment decision.",
      "Quality score needs review",
      "Stars/forks activity: 337 stars, 42 forks; issue activity unavailable in current metadata"
    ]
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    "label": "Needs first agent run",
    "summary": "No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.",
    "metrics": {
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      "successfulOutcomes": 0,
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      "uniqueAgents": 0,
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    "signals": [],
    "penalties": [
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    "score": 80,
    "risk_level": "needs_review",
    "risk_label": "Needs review",
    "warnings": [
      "Financial research output is not financial advice; require human review before any live investment decision",
      "Financial research output is not financial advice; require human review before any live investment decision.",
      "Quality score needs review",
      "Stars/forks activity: 337 stars, 42 forks; issue activity unavailable in current metadata"
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    "blocked": false,
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  },
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    "score": 76,
    "label": "Strong"
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    "scenario": "Research agents",
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    "risk": "Needs review"
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    "high-compliance environments without internal security review",
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    "Financial research output is not financial advice; require human review before any live investment decision",
    "Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.",
    "Financial research output is not financial advice; require human review before any live investment decision.",
    "Quality score needs review",
    "Stars/forks activity: 337 stars, 42 forks; issue activity unavailable in current metadata"
  ],
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    "task_input": "Use Paper Pilot in an agent workflow",
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    "minimum_review_before_use": [
      "Trust: 77/100 Strong shortlist",
      "Audit: 80/100 Needs review",
      "Safety: 64/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
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      "selected_skill": "xueyang-song-paper-pilot (Paper Pilot)",
      "install_command": "",
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    "expected_outcomes": [
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      "failed",
      "not_relevant",
      "blocked_by_risk",
      "setup_required"
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      "agent": "codex",
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      "setup_required": false,
      "task_success": true,
      "output_quality": 4,
      "error_type": null,
      "human_review_required": false,
      "workspace": "sandbox",
      "time_to_useful_ms": 120000,
      "notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
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    "web": "https://www.openagentskill.com/skills/xueyang-song-paper-pilot",
    "api": "https://www.openagentskill.com/api/agent/skills/xueyang-song-paper-pilot",
    "audit": "https://www.openagentskill.com/skills/xueyang-song-paper-pilot/audit",
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