{"slug":"hashgraph-online-convergence-monitoring","source_name":"hashgraph-online/convergence-monitoring","name":"Hashgraph Online/Convergence Monitoring","description":"Detecting whether agent iterations are converging toward a stable solution or hitting a ceiling. Covers convergence signals, ceiling detection, non-convergence diagnosis, test pass rate as a convergence metric, and forward progress tracking for large projects. Trigger phrases: \"convergence\", \"is the agent converging\", \"ceiling detection\", \"when to stop iterating\", \"diminishing returns\"","version":2,"lift":{"pass_rate_delta_pts":60.87,"pass_rate_pct":82.6,"total_cases":23,"passed_cases":19,"tokens_delta_pct":168,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T20:59:53.130119+00:00"},"skill_score":0.8261,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":60.87,"with_pass_pct":82.6,"without_pass_pct":21.7,"tokens_delta_pct":168,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":18,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-15T20:59:53.130119+00:00","run_id":"27429c99-8cb5-4024-a382-fc2e3f648f17","version_number":2,"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":"d21cbdb7f6583231676bc84b3202fdda9dd978f326e2674944095ed46e13a24f","raw_url":"https://app.decimal.ai/s/hashgraph-online-convergence-monitoring/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/hashgraph-online-convergence-monitoring"}