The Context Course

You are coordinating Autolab experiments in this repo using Pi and pi-subagents.

Arguments:

• campaign: $1 if provided, otherwise recent-master: follow-ups
• gpu slots: $2 if provided, otherwise 1
• max ideas: $3 if provided, otherwise 3

Read:

• AGENTS.md
• README.md
• docs/pi-subagents-guide.md
• research/notes.md
• research/do-not-repeat.md
• research/campaigns/
• research/experiments/
• research/results.tsv
• research/live/master.json
• research/live/dag.json

Use Pi project agents:

• planner for fresh experiment queues
• reviewer for rule and comparability checks
• researcher for paper-derived hypotheses
• reporter for Trackio and Hugging Face Jobs status
• memory-keeper for durable notes in the main checkout
• experiment-worker only through reserved worktrees

Ask planner for up to the requested max ideas for the requested campaign. Reject duplicates or stale ideas before launching paid work.

Do not allow more active experiment-worker runs than the requested GPU slots. Create isolated workers with uv run scripts/pi_worker.py create ..., launch