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Implements docs/done/work-graph-node-execution-deblackbox-requirements.md end to end. The three documented call sites (e2e_pipeline.py:: _check_prd_consistency, work_graph_orchestrate.py::_llm_judgment_verify_fn, work_graph_orchestrate.py::_make_run_fn) all used to render a one-off Dynamic Workflow .js script and run it via `claude -p 'Run /<name>...'` purely to get "agent identity + schema-shaped output" -- a workaround for --json-schema silently conflicting with --agent (05 §5.4.1.1). That workaround was never actually necessary: work_graph_plan.py:: plan_work_graph() solved the identical problem from day one with a flat `claude --agent ... -p ...` call + ```json-fence extraction from free text, already validated in production. New org_node_trigger.trigger_org_node_structured() unifies all three call sites onto that same flat-call approach. extract_json_payload() generalizes work_graph_plan.py's fence-extraction algorithm; _extract_graph_manifest is now a thin wrapper over it. Two more call sites not in the original design doc (written before they existed) were found and migrated too: _run_reflection_perspective and _fix_skill_for_node (Phase 2a's Reflection-review/Fix-Skill). work_graph_fork.py needed no changes -- it only reaches _make_run_fn indirectly via run_graph(), so it benefits automatically. FR-4's real-agent verification (RUN_REAL_AGENT_E2E=1, mandatory, not optional -- src/test_org_node_trigger_e2e.py) confirmed persona loading, --model override, and JSON-fence extraction all work against a real model. write_workflow_script/execute_work_graph/execute_work_graph_with_usage_ limit_retry are confirmed to have no remaining production callers; docstrings mark them historical, the file is kept (not deleted). Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
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judge_root_cause(): runs 3 perspective_fns (correctness/requirement- completeness/skill-defect, 04-P §4.3), requires >=2/3 agreement on a category or raises InconclusiveEscalateError with all raw judgments attached (REQ-04's failure case). trace_root_cause_test_failed() creates a brand-new bug_record on agreement; trace_root_cause_human_reported() field-completes an existing one instead (04-P's explicit distinction between the two origins, not a new record either way). c_bug_record_create (bug_record.py): validates root_cause_category against {planning, coder, skill_defect} -- core_engine deliberately excluded, matching U-001's schema CHECK constraint (PH5/U-034 scope). Known, deliberately-unenforced gap noted rather than guessed at: 03-C §3.10's "skill_defect requires creating a skill_iteration_suggestion" constraint can't be satisfied yet (skill_iteration.before/after_git_commit_sha are NOT NULL but don't exist until a real skill rewrite happens in U-018) -- REQ-04's three cases never exercise skill_defect, so nothing here needs it resolved yet. real_validator_perspective() builds a real claude --agent validator call framed from one of the three perspectives, parsing a CATEGORY:/DETAIL: response format. Also fixes a real diagnostic bug found investigating an unrelated failure: org_node_trigger.py/work_graph_plan.py/work_graph_execute.py's nonzero-exit error paths only included stderr in the raised exception, silently dropping stdout -- which is where a real `claude` failure's actual detail often lives. A real Coder call failed with exit 1 and empty stderr, giving zero diagnostic signal; fixed to include both streams (truncated). 18 new mocked stdlib unittest cases + 1 gated real test (3 real Validator perspective calls judging a deliberately-injected wall-collision bug, expecting agreement on root_cause_category=coder). 146 total mocked tests across U-001-015, all passing. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> -
trigger_org_node(org_node, prompt, target_folder_path): shells out `claude --agent <org_node> -p ... --permission-mode auto` with cwd=target project, parses the JSON result, raises OrgNodeTriggerError on nonzero exit or is_error. Skeleton only, per development-plan.md ("不含完整状态机") -- TASK_NOT_READY/CONCURRENCY_LIMIT_REACHED/USAGE_LIMIT_REACHED handling is U-010's job. Also refactors test_agent_e2e.py (U-004) to call this real function instead of its own ad-hoc subprocess invocation, so the gated real-agent test now exercises U-005's actual production code path -- confirmed still passing against a real `claude --agent planner` call. 5 new mocked stdlib unittest cases (CLAUDE.md Testing constraint: mock the subprocess boundary in normal tests). 46 total across U-001-005, all passing; the 1 gated real-agent test re-verified manually. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>