{"slug":"human-agent-society-creating-a-coral-task","source_name":"human-agent-society/creating-a-coral-task","name":"Human Agent Society/Creating A Coral Task","description":"Author a new CORAL task — the three pieces that must line up (`task.yaml`, `seed/`, a packaged `grader/`), the `coral init` → `coral validate` → smoke-test loop, and how to pick a grader pattern (stdout float, test pass-rate, ratio-vs-baseline, multi-metric, or an LLM rubric judge). Use whenever the user wants to create a CORAL task, write or wire a grader, port a benchmark into CORAL, score open-ended outputs (reports/memos) with a judge, or debug a grader that crashes on the seed / ranks the l","version":1,"lift":{"pass_rate_delta_pts":65.22,"pass_rate_pct":91.3,"total_cases":23,"passed_cases":21,"tokens_delta_pct":53.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T21:18:26.731625+00:00"},"skill_score":0.913,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":65.22,"with_pass_pct":91.3,"without_pass_pct":26.1,"tokens_delta_pct":53.8,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-15T21:18:26.731625+00:00","run_id":"596c6527-3f1e-4d9e-9427-341862dd98dc","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":"Apache-2.0","install_count":0,"manifest_hash":"91f887f14cc28e575ead82df481e2a25a0aaff7dbf6020d2dbe4a5f6d2374c37","raw_url":"https://app.decimal.ai/s/human-agent-society-creating-a-coral-task/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/human-agent-society-creating-a-coral-task"}