{"id":"freedomintelligence-openclaw-medical-skills","name":"OpenClaw-Medical-Skills","af_score":33.2,"security_score":13.5,"reliability_score":20.0,"what_it_does":"OpenClaw Medical Skills is an open-source collection of 869 “skills” (each a self-contained SKILL.md module under a skills/ directory) that extend OpenClaw/NanoClaw Claude-based agent workflows for biomedical and clinical research tasks. It primarily operates as a local plugin/skills library (copy/sparse-checkout) rather than a standalone API service.","best_when":"You already run OpenClaw or NanoClaw locally and want to expand an agent with domain-specific tools/workflows for research and documentation.","avoid_when":"You need a centralized, authenticated API service with strong built-in security controls, or you require an auditable, compliance-ready clinical deployment with documented operational guarantees.","last_evaluated":"2026-03-30T13:23:25.869351+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Skill behavior depends on the underlying OpenClaw/NanoClaw runtime and the content of each individual skill module; the root README does not provide per-skill operational contracts.","Some skills may require large data files; install method can avoid LFS downloads for some setups, but missing files could cause tool failures unless the user follows the documented installation approach.","Medical/clinical outputs may be persuasive but are not described as validated clinical systems; agents should be constrained to research/documentation use."],"error_quality":0.0}