Marius CiepluchandClaude Opus 4.8 760df7c809 feat(cli): add ousast improve — run the self-improvement loop from the CLI ...

Expose the bounded, gated self-improvement loop as a first-class subcommand so it
can be steered from the command line / opencode.

- `ousast improve <manifest>` resolves the target from the benchmark manifest,
  runs the loop to convergence, and writes accepted edits to the loop-owned ledger
  at <target>/.openultrasast/calibration/rule_policy.json — exactly where `scan`
  and `benchmark` read it, so a subsequent scan of that target automatically
  picks up the improved ruleset (the loop closes end-to-end).
- Flags: --max-rounds, --recall-floor, --fp-ceiling, --ledger, --journal,
  --ruleset-dir, and --dry-run (runs against a throwaway ledger, touches nothing).
- Per-round output: reason, recall/fp/score deltas, and the edits applied.
- tests/test_cli_improve.py: accept path writes the loop-owned ledger (noisy rule
  auto-shadowed), --dry-run never touches it, missing manifest fails loudly.
- README: quickstart entry + a "Rule-level loop: ousast improve" subsection
  documenting the bounded levers, hard acceptance gate, and the HarnessX MetaAgent
  as the optional proposer over the same gated machinery.

131 passed, 3 skipped; ruff + mypy clean; detection gate PASS.

Co-Authored-By: Claude Opus 4.8 <[email protected]>

2026-06-22 17:36:58 +02:00

..

openultrasast

feat(cli): add ousast improve — run the self-improvement loop from the CLI

2026-06-22 17:36:58 +02:00