Rockachopa/Timmy-time-dashboard

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feat: add timmy learn CLI command and SystemExperiment class

Implements the autoresearch entry point requested in #907:

- `SystemExperiment` class in autoresearch.py encapsulates the
  hypothesis → edit → tox → evaluate → commit/revert loop with
  configurable target, metric, and budget
- `timmy learn` CLI command with --target, --metric, --budget,
  --max-experiments, --dry-run, --tox-env, and --model flags
- Helper functions _extract_pass_rate() and _extract_coverage()
  for built-in metric extraction from tox/pytest output
- program.md template in repo root for research direction
- Unit tests for SystemExperiment and the learn CLI command

Fixes #907

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

2026-03-23 19:06:27 -04:00

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Research Direction

This file guides the timmy learn autoresearch loop. Edit it to focus autonomous experiments on a specific goal.

Current Goal

Improve unit test pass rate across the codebase by identifying and fixing fragile or failing tests.

Target Module

(Set via --target when invoking timmy learn)

Success Metric

unit_pass_rate — percentage of unit tests passing in tox -e unit.

Notes

Experiments run one at a time; each is time-boxed by --budget.
Improvements are committed automatically; regressions are reverted.
Use --dry-run to preview hypotheses without making changes.