{"slug":"orchestra-research-ara-compiler","source_name":"orchestra-research/ara-compiler","name":"Orchestra Research/Ara Compiler","description":"Compiles any research input — PDF papers, GitHub repositories, experiment logs, code directories, or raw notes — into a complete Agent-Native Research Artifact (ARA) with cognitive layer (claims, concepts, heuristics), physical layer (configs, code stubs), exploration graph, and grounded evidence. Use when ingesting a paper or codebase into a structured, machine-executable knowledge package, building an ARA from scratch, or converting research outputs into a falsifiable, agent-traversable form.","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":159.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T13:32:11.994439+00:00"},"skill_score":0.6818,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":68.2,"without_pass_pct":40.9,"tokens_delta_pct":159.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-12T13:32:11.994439+00:00","run_id":"dd12162c-72cc-4cc1-9e4b-9c5e0260e92c","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":"0e85e33e42cfff735ed7be01f29a4d3cddfd8d100e03ca68d11f6efee1612000","raw_url":"https://app.decimal.ai/s/orchestra-research-ara-compiler/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/orchestra-research-ara-compiler"}