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feat: add local web dashboard + wandb remote logging#1

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robotlearning123 wants to merge 3 commits intomainfrom
feat/dashboard-wandb
Open

feat: add local web dashboard + wandb remote logging#1
robotlearning123 wants to merge 3 commits intomainfrom
feat/dashboard-wandb

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@robotlearning123
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Summary

  • Local web dashboard: Zero-dependency (stdlib only) Python server serving a live Chart.js dashboard at http://localhost:8420. Auto-refreshes every 3s showing metric trends, keep/discard/crash stats, and full experiment table. Dark theme.
  • Wandb integration: Optional remote logging to Weights & Biases. Supports init/log/finish lifecycle and --replay mode to push all results.tsv data after the fact.
  • Updated SKILL.md: Phase 0 now launches dashboard + optional wandb. Phase 1 logs to wandb after each experiment. Phase 2 cleans up both.
  • Updated README.md + install.sh: Docs for dashboard and wandb usage.

Files changed

  • dashboard/server.py — local web server (stdlib only)
  • dashboard/templates/index.html — dashboard HTML with Chart.js
  • dashboard/wandb_logger.py — wandb integration (optional dep)
  • dashboard/__init__.py — module init
  • .claude/skills/autoresearch/SKILL.md — skill instructions updated
  • README.md — new sections for dashboard & wandb
  • install.sh — mentions dashboard copy
  • .gitignore — added __pycache__/

Test plan

  • Python imports verified (from dashboard.server import ...)
  • parse_results_tsv unit tested (empty, header-only, with data)
  • Manual: run python dashboard/server.py and verify dashboard renders
  • Manual: run autoresearch skill and verify dashboard auto-launches
  • Manual: test wandb logging with --replay on existing results.tsv

🤖 Generated with Claude Code

sandia777 and others added 3 commits March 27, 2026 10:58
- dashboard/server.py: stdlib-only web server with live Chart.js dashboard
  showing metric trends, keep/discard/crash stats, experiment table
- dashboard/wandb_logger.py: optional wandb integration with init/log/finish
  and results.tsv replay mode
- Updated SKILL.md to launch dashboard + wandb in Phase 0 setup
- Updated README.md with dashboard & wandb docs
- Updated install.sh to mention dashboard copy

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
@robotlearning123
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QA: REQUEST CHANGES Zero tests for 760 lines Python. os.chdir() global mutation. sys.exit() in library code. Add tests, merge #2 first.

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2 participants