{"slug":"majiayu000-architectural-forensics","source_name":"majiayu000/architectural-forensics","name":"Majiayu000/Architectural Forensics","description":"Master protocol for deconstructing agent frameworks to inform derivative system architecture. Use when (1) analyzing an agent framework's codebase comprehensively, (2) comparing multiple frameworks to select best practices, (3) designing a new agent system based on prior art, (4) documenting architectural decisions with evidence, or (5) conducting technical due diligence on AI agent implementations. This skill orchestrates sub-skills for data substrate, execution engine, cognitive architecture, ","version":1,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":29.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-18T22:17:21.840200+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":77.3,"without_pass_pct":22.7,"tokens_delta_pct":29.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-18T22:17:21.840200+00:00","run_id":"c006ca69-244c-4a19-92f6-84560f29942c","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"1a9c698916ea053724ebf1c0e1c8b5cbd415c0d6cc7caffa1b1e508708b47927","raw_url":"https://app.decimal.ai/s/majiayu000-architectural-forensics/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/majiayu000-architectural-forensics"}