Antoine/Atomizer - Atomizer - Dalidou Git

Antoine/Atomizer

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feat: Add DevLoop automation and HTML Reports ## DevLoop - Closed-Loop Development System - Orchestrator for plan → build → test → analyze cycle - Gemini planning via OpenCode CLI - Claude implementation via CLI bridge - Playwright browser testing integration - Test runner with API, filesystem, and browser tests - Persistent state in .devloop/ directory - CLI tool: tools/devloop_cli.py Usage: python tools/devloop_cli.py start 'Create new feature' python tools/devloop_cli.py plan 'Fix bug in X' python tools/devloop_cli.py test --study support_arm python tools/devloop_cli.py browser --level full ## HTML Reports (optimization_engine/reporting/) - Interactive Plotly-based reports - Convergence plot, Pareto front, parallel coordinates - Parameter importance analysis - Self-contained HTML (offline-capable) - Tailwind CSS styling ## Playwright E2E Tests - Home page tests - Test results in test-results/ ## LAC Knowledge Base Updates - Session insights (failures, workarounds, patterns) - Optimization memory for arm support study

2026-01-24 21:18:18 -05:00

{"timestamp": "2026-01-22T21:10:37.955211", "study_name": "stage_3_arm", "geometry_type": "arm_support", "method": "TPE", "objectives": ["displacement", "mass"], "n_objectives": 2, "design_vars": 3, "trials": 21, "converged": false, "convergence_trial": null, "convergence_ratio": null, "best_value": null, "best_params": null, "notes": ""}