flamehaven01

Structural review skill for AI-SLOP Detector. Use when asked to review AI-assisted code, inspect changed-code risk, prioritize structural hotspots, plan cleanup, verify governance, or run MCP/JSON-first workflows. Prefer the canonical CLI surfaces: scan, review, pulse, sweep, explain, verify-governance, and mcp. Treat review/pulse/sweep as the primary agent-facing surfaces; use scan for full baseline analysis.

Deterministic Evidence-Surface Scanner for Bio/Medical AI Repositories. Audits and reviews open-source bio/medical AI repositories for repository evidence-surface triage using a rubric-based 3-stage evaluation protocol with governance overlay. Produces scored review-priority reports with evidence chains. Supports 4 execution modes: LOCAL_ANALYSIS (AI CLI + local clone), FULL (web search + fetch), SEARCH_ONLY, and MANUAL. Use when asked to evaluate, audit, review, or assess evidence signals for any bio-AI, medical AI, or clinical-adjacent repository.