{ "feature_name": "constrained-detector", "created_at": "2026-09-06T14:30:00Z", "updated_at": "2026-09-06T17:00:00Z", "language": "en", "phase": "tasks", "approvals": { "requirements": { "generated": true, "approved": true }, "design": { "generated": true, "approved": true }, "tasks": { "generated": true, "approved": false } }, "ready_for_implementation": false, "depends_on": [ "learning-harness" ], "approval_note": "2026-09-06 brief drafted at the maintainer's direction ('I'd rather spend time to design the exact DSPy style interface and evolutionary / statistical prompt optimization than fixing piece by piece'). Not approved; requirements not generated.; 2026-09-06 renamed from detector-optimizer to constrained-detector after the trajectory measurement: the brief's own conclusion is that the optimiser is not the next thing to build, and the spec should be named for what it delivers; 2026-09-06 requirements generated at the maintainer's direction, with the maintainer's emphasis recorded as Requirement 3 ('don't forget the emphasis on the real world bugs from the larger projects to avoid overfitting. we otherwise benchmark for cases that are not relevant'); 2026-09-06 requirements approved by the maintainer in session ('approve the requirements and run the design phase'); 2026-09-06 design approved by the maintainer in session ('approve the design and generate the tasks')" }