Seatunnel

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    "name": "Seatunnel",
    "description": "SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.",
    "category": "rag-knowledge",
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    "repository": "https://github.com/apache/seatunnel",
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    "Claude Code teams",
    "teams that value GitHub adoption signals",
    "Chunk documents",
    "Create embeddings",
    "Retrieve and cite relevant passages",
    "Move data between tools",
    "Transform files"
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      "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": "",
    "ready": false,
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      },
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        "id": "claude-code",
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        "label": "Cursor",
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      }
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    "handoff_url": "https://www.openagentskill.com/api/skills/apache-seatunnel/install",
    "manifest_url": "https://www.openagentskill.com/api/registry/manifest/apache-seatunnel"
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    "label": "Production candidate",
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      "stars": "9.6K GitHub stars",
      "repoActivity": "9.6K stars, 2.4K forks",
      "lastPushed": "22d since push",
      "license": "Apache-2.0",
      "repository": "https://github.com/apache/seatunnel",
      "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": "Strong README/SKILL.md context",
      "agentOutcomes": "No agent outcome data yet"
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      "setup_required": 0,
      "avg_output_quality": null,
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      "label": "No agent outcome data yet"
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      "sandbox_required": true,
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    "known_risks": [
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    "version": "agent-proven-v1",
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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,
      "failedOutcomes": 0,
      "installAttempts": 0,
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      "avgTimeToUsefulMs": null,
      "productionOutcomes": 0,
      "humanReviewRequired": 0,
      "uniqueAgents": 0,
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    "signals": [],
    "penalties": [
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    "score": 95,
    "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."
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    "human_review_required": true,
    "blocked": false,
    "recommended_action": "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."
  },
  "quality": {
    "score": 100,
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    "maintenance": "22d since push",
    "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.",
    "Production credentials, payments, or irreversible account changes without explicit human review",
    "Sensitive private data before reviewing repository code, license, and permission surface"
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    "task_input": "Use Seatunnel in an agent workflow",
    "recommended_action": "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.",
    "install_policy": "review",
    "minimum_review_before_use": [
      "Trust: 92/100 Production candidate",
      "Audit: 95/100 Needs review",
      "Safety: 79/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
    "expected_agent_output": {
      "selected_skill": "apache-seatunnel (Seatunnel)",
      "install_command": "",
      "risk_summary": "Needs review; Reviewed with permission notes; Low metadata risk",
      "verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
    }
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    "requires_resolve_event_id": true,
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    "expected_outcomes": [
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      "failed",
      "not_relevant",
      "blocked_by_risk",
      "setup_required"
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    "payload_template": {
      "event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
      "skill_slug": "apache-seatunnel",
      "task": "Use Seatunnel in an agent workflow",
      "agent": "codex",
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      "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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  "endpoints": {
    "web": "https://www.openagentskill.com/skills/apache-seatunnel",
    "api": "https://www.openagentskill.com/api/agent/skills/apache-seatunnel",
    "audit": "https://www.openagentskill.com/skills/apache-seatunnel/audit",
    "eval": "https://www.openagentskill.com/api/agent/evals?slug=apache-seatunnel&task=Use%20Seatunnel%20in%20an%20agent%20workflow&max_risk=medium",
    "resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20Seatunnel%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
    "receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20Seatunnel%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
    "install": "https://www.openagentskill.com/api/skills/apache-seatunnel/install",
    "manifest": "https://www.openagentskill.com/api/registry/manifest/apache-seatunnel"
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}