{
  "schema_version": 2,
  "name": "avoid-selection-bias-in-analysis",
  "slug": "avoid-selection-bias-in-analysis",
  "title": "Write the Inclusion Rule Before Generalizing",
  "description": "Use this Brali skill when the user's situation matches the bounded protocol \"Write the Inclusion Rule Before Generalizing\". Record who or what entered an analysis, who was excluded and how the conclusion changes when missing cases are considered. Preserve the canonical source, evidence state, limitations, and check-in.",
  "protocol_id": "brali:avoid-selection-bias-in-analysis",
  "canonical_protocol_url": "https://brali-lifeos.github.io/life-os/avoid-selection-bias-in-analysis/",
  "machine_record_url": "https://brali-lifeos.github.io/life-os/avoid-selection-bias-in-analysis/index.json",
  "skill_page_url": "https://brali-lifeos.github.io/skill-packs/avoid-selection-bias-in-analysis/",
  "skill_markdown_url": "https://brali-lifeos.github.io/skill-packs/avoid-selection-bias-in-analysis/SKILL.md",
  "skill_mode": "usable",
  "recommendation_eligible": true,
  "operational_guidance": true,
  "evidence_state": "practical",
  "sensitive": false,
  "reviewed_at": "2026-08-22",
  "topics": [
    "Critical Thinking",
    "Data Literacy"
  ],
  "methods": [],
  "lenses": [],
  "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/avoid-selection-bias-in-analysis/SKILL.md",
      "directory_name": "avoid-selection-bias-in-analysis"
    },
    "claude_code": {
      "personal_path": "~/.claude/skills/avoid-selection-bias-in-analysis/SKILL.md",
      "project_path": ".claude/skills/avoid-selection-bias-in-analysis/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/avoid-selection-bias-in-analysis/SKILL.md",
      "docs": "https://hermes-agent.nousresearch.com/docs/guides/work-with-skills"
    },
    "openclaw": {
      "workspace_path": "<workspace>/skills/avoid-selection-bias-in-analysis/SKILL.md",
      "global_path": "~/.openclaw/skills/avoid-selection-bias-in-analysis/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": "fc8658454fcdf35c021518165afa7545a2907ee5b2b504cfbb6cc8c59085e2f1",
    "trust_gate": "practical",
    "source_protocol_id": "brali:avoid-selection-bias-in-analysis"
  }
}