LongSplat

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  },
  "skill": {
    "slug": "nvlabs-longsplat",
    "name": "LongSplat",
    "description": "[ICCV 2025] LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos",
    "category": "robotics-iot",
    "url": "https://www.openagentskill.com/skills/nvlabs-longsplat",
    "repository": "https://github.com/NVlabs/LongSplat",
    "github_repo": "NVlabs/LongSplat"
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    "Claude Code teams",
    "teams that value GitHub adoption signals",
    "Inspect source files",
    "Explain architecture",
    "Patch bugs and verify changes",
    "Navigate pages",
    "Click and type safely"
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  "suited_agents": [
    "Python",
    "Computer Vision",
    "Codex",
    "Claude Code",
    "Cursor",
    "OpenAgentSkill CLI"
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      "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."
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    "command": "",
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      },
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        "id": "claude-code",
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      },
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        "id": "cursor",
        "label": "Cursor",
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      }
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    "handoff_url": "https://www.openagentskill.com/api/skills/nvlabs-longsplat/install",
    "manifest_url": "https://www.openagentskill.com/api/registry/manifest/nvlabs-longsplat"
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      "repoActivity": "789 stars, 46 forks",
      "lastPushed": "8mo since push",
      "license": "Unknown",
      "repository": "https://github.com/NVlabs/LongSplat",
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      "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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      "avg_output_quality": null,
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      "label": "No agent outcome data yet"
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    "known_risks": [
      "Financial research output is not financial advice; require human review before any live investment decision.",
      "License is unclear",
      "Quality score needs review",
      "License clarity: Unknown"
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    "version": "agent-proven-v1",
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    "tier": "unproven",
    "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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    "penalties": [
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    "risk_label": "Needs review",
    "warnings": [
      "License is unclear",
      "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",
      "License clarity: Unknown"
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    "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."
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    "score": 63,
    "label": "Promising"
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    "scenario": "Coding agents",
    "maintenance": "8mo since push",
    "risk": "Needs review"
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    "high-compliance environments without internal security review",
    "No major risk signals from current metadata",
    "License is unclear",
    "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",
    "Financial research output is not financial advice; require human review before any live investment decision.",
    "Quality score needs review"
  ],
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    "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: 76/100 Strong shortlist",
      "Audit: 73/100 Needs review",
      "Safety: 57/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
    "expected_agent_output": {
      "selected_skill": "nvlabs-longsplat (LongSplat)",
      "install_command": "",
      "risk_summary": "Needs review; Experimental; Review before production",
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    "expected_outcomes": [
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      "failed",
      "not_relevant",
      "blocked_by_risk",
      "setup_required"
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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/nvlabs-longsplat",
    "api": "https://www.openagentskill.com/api/agent/skills/nvlabs-longsplat",
    "audit": "https://www.openagentskill.com/skills/nvlabs-longsplat/audit",
    "eval": "https://www.openagentskill.com/api/agent/evals?slug=nvlabs-longsplat&task=Use%20LongSplat%20in%20an%20agent%20workflow&max_risk=medium",
    "resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20LongSplat%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
    "receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20LongSplat%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
    "install": "https://www.openagentskill.com/api/skills/nvlabs-longsplat/install",
    "manifest": "https://www.openagentskill.com/api/registry/manifest/nvlabs-longsplat"
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}