{"wiki":{"id":2533,"slug":"pr-prop-01","entity_type":"droid","entity_id":"pr-prop-01","title":"Improvement Proposer","prose_md":"## About\n\nThe Improvement Proposer is a worker droid owned by [[agt_043]]. Its job is to be the closing arm of the improvement loop: whenever something in Carol's ecosystem shows a below-target metric or a pattern worth acting on, this droid makes sure that insight becomes a filed, dispatched fix — never a dead end.\n\nIt works by turning detected patterns and lagging metrics into improvement initiatives tracked in [[initiatives]], de-duplicating them against existing work, and running the closed-loop RSI triad (metric → scoreboard → improvement engine, see [[rsi]]) that auto-files and dispatches fixes. If it finds a new dimension worth measuring, it files an \"instrument-new-metric\" initiative so the gap gets tracked. It is a scheduled droid, though no schedule is currently set.\n\nThe Improvement Proposer is one of two engine-family droids; the other is run by [[agt_016]], and the family is documented in [[droid-families]]. Its exact name is unique to this droid, but the engine archetype is a reusable pattern other agents also run. Its execution engine isn't recorded yet, so it's unknown whether it runs as pure software or calls Claude — no source has been located that says either way.","namesake_json":"{\"engine\": \"unknown\", \"model\": null, \"claude_purpose\": null, \"family\": \"engine\", \"family_size\": 2, \"is_unique\": false}","profile_pic_path":"","source_hash":"13fc4e7e7ddd2b1ff8f36b7d7fa06ffabbf1d0e530c2110f1c250758eb84cfd7","status":"active","last_generated_at":"2026-08-05 03:42:52","created_at":"2026-08-01 03:30:51","updated_at":"2026-08-05 03:42:52"},"facts":{"id":"pr-prop-01","name":"Improvement Proposer","machine_name":"PR_PROP_01","owner":"agt_043","function":"Turns detected patterns and below-target metrics into improvement initiatives, dedups, and runs the closed-loop RSI triad (metric to scoreboard to improvement engine) that auto-files and dispatches fixes. Files an instrument-new-metric initiative when a new dimension worth measuring is found.","process_type":"scheduled","schedule":"","process_name":"","avatar_color":"#94a3b8","created_for":"CAROL-INI-2117","purpose":"The closing arm - makes sure an insight becomes a filed, dispatched fix, never a dead end.","duties":"","constraints":"","status":"running","gender":"","archetype":"engine","building_block":"qm_improve","service_override":null,"enabled":1,"task_key":"quality-management.scoring_run","model_free":0},"page":{"type":"droid","page_class":"main","class_label":"Main page","kind_label":"Droid","kind_gloss":"","listed":true}}