{"slug":"pskoett-context-surfing","source_name":"pskoett/context-surfing","name":"Pskoett/Context Surfing","description":"Monitors context window health during large, long-running, multi-session, or explicitly context-sensitive work. Uses bounded external anchors, one cold-context review when self-recovery is uncertain, and a clean handoff on real drift. Do not auto-activate merely because a medium task has an intent frame and plan.","version":1,"lift":{"pass_rate_delta_pts":81.82,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":1035,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.8-flash","grading_method":"judged","completed_at":"2026-11-02T14:00:31.321588+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.8-flash","headline":true,"delta_pts":81.82,"with_pass_pct":95.5,"without_pass_pct":13.6,"tokens_delta_pct":1035,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-11-02T14:00:31.321588+00:00","run_id":"7f2e7748-cf64-4328-a7ad-6a2089b47248","latest_attempt":{"id":"7f2e7748-cf64-4328-a7ad-6a2089b47248","runner_model":"gemini-3.8-flash","overall_verdict":"mixed","completed_at":"2026-11-02T14:00:31.321588+00:00","gate":null},"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":null,"install_count":0,"total_uses":0,"total_users":0,"manifest_hash":"31da1c555c3d56bba27b1e8d75e27a82c595c2191c852606c41a4d5099791df3","install_name":"pskoett-context-surfing","version_id":"7152dd21-b4b4-4f79-9448-aa96d2b38d33","body_sha256":"31da1c555c3d56bba27b1e8d75e27a82c595c2191c852606c41a4d5099791df3","render_hash":"2704f22193ce382f549c6430842ed8c0c123dc4cf654ce6c73c2618ac31f947f","raw_url":"https://app.decimal.ai/s/pskoett-context-surfing/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/pskoett-context-surfing"}