{"slug":"guanyang-long-horizon-prompting","source_name":"guanyang/long-horizon-prompting","name":"Guanyang/Long Horizon Prompting","description":"This skill should be used when writing, enhancing, or evaluating the launch prompt for a long-running autonomous agent or a parallel multi-agent orchestration attacking a hard problem: pseudo-formal task briefs that define terms and an exact success predicate linguistically, enumerate non-counting outcomes, set persistence rules with explicit stop and return conditions and effort floors, manage a diverse portfolio of parallel approaches with an approach registry and blocked-route bookkeeping, an","version":1,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":180.9,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-02T21:04:12.435772+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":100,"without_pass_pct":45.5,"tokens_delta_pct":180.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-02T21:04:12.435772+00:00","run_id":"7f152f4d-5500-42e1-a165-f88496d2cbbe","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":"8f056c9c4be46b4d62849fbf2abca9f9b4db4d158ab6ec99b32f826f22e8f4be","raw_url":"https://app.decimal.ai/s/guanyang-long-horizon-prompting/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/guanyang-long-horizon-prompting"}