{
  "schema_version": 2,
  "name": "ai-task-frontier-test",
  "slug": "ai-task-frontier-test",
  "title": "Benchmark AI on the Task Before You Trust the Workflow",
  "description": "Use this Brali skill when the user's situation matches the bounded protocol \"Benchmark AI on the Task Before You Trust the Workflow\". AI performance is uneven across tasks that can look similarly difficult. Before redesigning a workflow around a model, run it on representative cases, score the outputs against a human-defined standard, and identify where human review is still mandatory. Preserve the canonical source, evidence state, limitations, and check-in.",
  "protocol_id": "brali:ai-task-frontier-test",
  "canonical_protocol_url": "https://brali-lifeos.github.io/life-os/ai-task-frontier-test/",
  "machine_record_url": "https://brali-lifeos.github.io/life-os/ai-task-frontier-test/index.json",
  "skill_page_url": "https://brali-lifeos.github.io/skill-packs/ai-task-frontier-test/",
  "skill_markdown_url": "https://brali-lifeos.github.io/skill-packs/ai-task-frontier-test/SKILL.md",
  "skill_mode": "usable",
  "recommendation_eligible": true,
  "operational_guidance": true,
  "evidence_state": "reviewed",
  "sensitive": false,
  "reviewed_at": "2026-09-15",
  "topics": [
    "Work Systems",
    "Strategy"
  ],
  "methods": [],
  "lenses": [
    "AI Collaboration"
  ],
  "license": "CC-BY-NC-SA-4.0",
  "source_library": "https://brali-lifeos.github.io/skill-packs/library.json",
  "trusted_feed": "https://brali-lifeos.github.io/life-os/datasets/protocols.json",
  "format": {
    "name": "Agent Skills",
    "specification": "https://agentskills.io/specification",
    "artifact": "SKILL.md"
  },
  "compatible_hosts": [
    "Claude Code",
    "Hermes Agent",
    "OpenClaw",
    "AgentSkills.io-compatible hosts"
  ],
  "install": {
    "generic": {
      "artifact_url": "https://brali-lifeos.github.io/skill-packs/ai-task-frontier-test/SKILL.md",
      "directory_name": "ai-task-frontier-test"
    },
    "claude_code": {
      "personal_path": "~/.claude/skills/ai-task-frontier-test/SKILL.md",
      "project_path": ".claude/skills/ai-task-frontier-test/SKILL.md",
      "docs": "https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview"
    },
    "hermes_agent": {
      "command": "hermes skills install https://brali-lifeos.github.io/skill-packs/ai-task-frontier-test/SKILL.md",
      "docs": "https://hermes-agent.nousresearch.com/docs/guides/work-with-skills"
    },
    "openclaw": {
      "workspace_path": "<workspace>/skills/ai-task-frontier-test/SKILL.md",
      "global_path": "~/.openclaw/skills/ai-task-frontier-test/SKILL.md",
      "docs": "https://github.com/openclaw/openclaw/blob/main/docs/tools/skills.md"
    }
  },
  "verification": {
    "status": "brali-ci-verified",
    "scope": "one-skill-per-hack coverage + format + evidence-state parity + provenance + stable links + SHA-256; not third-party vendor endorsement",
    "sha256": "2416dda9bae0f3e4127297d0518f9bcef64cd91a723529e166e94402ef1cb3e5",
    "trust_gate": "reviewed",
    "source_protocol_id": "brali:ai-task-frontier-test"
  }
}