{"spec_id":"project-manager-pipeline","title":"Spec: Project Manager Pipeline","summary":"Implement a project manager orchestrator that automates the full spec-driven cycle: find the next work item, design (spec), implement, test, review, and validate against the spec until all passes, then advance to the next task. The project manager replaces ad-hoc impl-only runs with a structured spec → impl → test → review loop.","potential_value":0.0,"actual_value":1.0,"estimated_cost":0.0,"actual_cost":1.0,"value_gap":0.0,"cost_gap":1.0,"estimated_roi":0.0,"actual_roi":1.0,"idea_id":"agent-pipeline","process_summary":"Orchestrator finds the next task from a backlog (specs/, docs/PLAN.md, or config); For each task, runs phases in order: spec → impl → test → review; After review, validates: pytest passes and review output indicates pass; If validation fails: loops back to impl (fix), then test, then review until all pass or max iterations; If validation passes: advances to next task, starts with spec phase","pseudocode_summary":null,"implementation_summary":"api/scripts/project_manager.py (spec/impl/test/review cycle, split_item(), is_too_large()); api/app/services/pipeline_advance_service.py (_extract_partial_work(), _find_spec_file()); api/app/services/agent_service_pipeline_status.py (get_pipeline_status())","created_by_contributor_id":null,"updated_by_contributor_id":null,"created_at":"2026-04-09T03:10:08.998670Z","updated_at":"2026-04-09T03:10:08.998670Z","content_path":"specs/project-manager-pipeline.md","content_hash":"5183fd204d9ec98f","workspace_id":"coherence-network"}