{"slug":"majiayu000-subagent-prompt-construction","source_name":"majiayu000/subagent-prompt-construction","name":"Majiayu000/Subagent Prompt Construction","description":"Systematic methodology for constructing compact (<150 lines), expressive, Claude Code-integrated subagent prompts using lambda contracts and symbolic logic. Use when creating new specialized subagents for Claude Code with agent composition, MCP tool integration, or skill references. Validated with phase-planner-executor (V_instance=0.895).","version":1,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":32.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-03T20:47:25.025669+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":86.4,"without_pass_pct":31.8,"tokens_delta_pct":32.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-09-03T20:47:25.025669+00:00","run_id":"84ac0143-5868-4735-bc10-b405170d9969","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":"a20f7a03ac4d3bd684c7fb4ce69a32f840fb8c36dccf715361bec473b4d9cfbf","raw_url":"https://app.decimal.ai/s/majiayu000-subagent-prompt-construction/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/majiayu000-subagent-prompt-construction"}