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Bootstrap self-improvement loop, decompose model-divergence-enforcement

Self-improvement loop:
- Created via --create-loop --from-template self-improvement
- Scheduled via launchd (3600s interval)
- State: running

model-divergence-enforcement task:
- Research approved, decomposed into 3 sequential subtasks:
  1. mde-manifest-detection (models.json + detect_models.py)
  2. mde-interactive-enforcement (conflict matrix + --model args + audit)
  3. mde-loop-enforcement (loop.json roles + {model} substitution + check-gate)
- Parent at decomposition:approved (stays active until subtasks complete)
- Each subtask has BRIEF.md with scope, deliverables, acceptance criteria

2026-06-25 07:15:25 -04:00

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BRIEF — mde-interactive-enforcement

Parent: model-divergence-enforcement Subtask: 2 of 3 (depends on mde-manifest-detection) Spec ref: tasks/model-divergence-enforcement/SPEC.md §Subtask 2 Design ref: design/framework/technical.md §§4-5, §12

Objective

Add the conflict matrix, --transition --model / --claim --model enforcement, .state.models tracking, audit category, and dashboard model badges. This is the core enforcement layer for interactive (non-loop) workflows.

Deliverables

scripts/status.py:
- CONFLICT_MATRIX constant (locked matrix from SPEC)
- _check_conflict(current_phase, current_model, next_phase, next_model) helper
- cmd_transition: --model arg + conflict check in multi-LLM mode
- cmd_claim: --model arg + conflict check
- cmd_audit: model_divergence category
- .state.models writer (JSON: {implementer, code_reviewer, bug_hunter, ...})
automaton/dashboard/html/dashboard.js — model badge on task cards
automaton/dashboard/ui/app.py — .state.models in /api/tasks response
tests/test_model_divergence.py — conflict matrix, auto-assign, audit, badges

Acceptance

Single-LLM mode: --model records but never refuses (advisory once if advised: true)
Multi-LLM mode: --transition --model refuses on conflict (e.g., same model for implement + code_review)
Multi-LLM mode: --claim --model refuses on conflict
--audit flags model_divergence violations
Dashboard shows model badges when .state.models exists
pytest tests/ -q green

1.5 KiB Raw Blame History

BRIEF — mde-interactive-enforcement

Objective

Deliverables

Acceptance

1.5 KiB

Raw Blame History