Skills

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 with from_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.

Read the whole SKILL.md on GitHub

More in Writing