
Experiment Guide
Choose experiments and use their results when investigating program improvements with...
Install
npx skills add HKUDS/AgentPilot --skill experiment-guide -g -a claude-code -y- Repository
- HKUDS/AgentPilot7.8k
- Category
- Writing
- Updated
- 3d ago
- License
- MIT
- Context cost
- Lightabout 526 tokens
- Runs scripts
- No, instructions only
What it does
Choose experiments and use their results when investigating program improvements with the portfolio research tools.
Try changes and inspect results
experiment: Test a prediction or uncertainty derived from the research hypothesis, or check a local repair. Describe the mechanism, comparison and how different outcomes would change the design. Use the related T track. The worker can implement and test a change within this experiment; request whole-task A runs only when useful. No code or fixed report format is required.build: Commit a supported candidate to implementation and the full B comparison. Reuse retained experiment edits withfrom_experiment; no second evaluation request is needed.evaluate: Run B for an existing candidate without rebuilding it.read_experiment: Inspect results to decide what to investigate, revise or retain.note: Retain a provisional mechanism question and what could refute it using track="new", or extend an existing line. When evidence changes the judgment, update the same T track with the finding, supporting X tickets, limits and next uncertainty. These notes reach later research and related workers.drop: Stop investing in a direction.close: Finish the current conversation.
Reads and experiments may be interleaved; independent experiments can run together. After submission, continue independent investigation while work runs. To wait for results, send a nonempty assistant note without tool calls; the controller wakes you on a completed result. No polling is needed. Build still commits to B.
