Open_Ultra_SAST/.kiro/specs/harnessx-removal/tasks.md

Implementation Plan

Order follows the design's commit sequence (Requirement 5): nothing is deleted before its replacement has landed and passed its fixture test. Every task is a commit gated on the full suite's own exit code, ruff check, ruff format --check and mypy; the reconciler stays under 500 lines.

• 1. Baseline without the extra

  • Equality script (design §3) with its find_spec("harnessx") and freeze checks; re-sync .venv without the harnessx extra first.
  • Record benchmarks/measurements/<date>-harnessx-removal-baseline/: full suite, ousast pairs --json, the python-vulnerable quick benchmark, one standard-mode scan, ousast improve --dry-run; the exclusion list written next to it.
  • Requirements: 3.1, 5.1

• 2. Memory store and the remember task

  • plane/memory.py (JSON rows per repository + pin, facts by content hash, ingest refuses below 1 GiB free), plane/tasks/remember.py (model-free), reconciler.mark_done under the run lock, seed and ingest wiring in cli._plane, generator annotations; fact reuse when repository, pin, candidate set and runner image match.
  • Fixture tests: rows from a recorded Run, reuse on an unchanged pin, recompute on a changed one, disk refusal.
  • Requirements: 6.1, 6.4

• 3. Proposals from memory

  • improve/memory.py with rules M1 (demote) and M2 (promote) and the advisory disputed-family signal; run_round(proposals=...); ousast improve --memory (opt-in; default output byte-identical); provenance per proposal in the sidecar and journal; the train-on-test guard (qualification population, gated benchmark cases, holdout pairs).
  • Tests: each rule on crafted rows, the guard drops excluded rows, provenance round-trips, default improve unchanged.
  • Requirements: 6.2, 6.4

• 4. The loop as a plane Run

  • Tasks alerts, measure, propose, improve (no Model, zero budget); --loop Run generation; fixed-pin Workspaces; the gate's verdict in <run>/loop-improve/gate.json; adoption stays a maintainer commit.
  • Fixture tests with the fake ax; one live loop Run on the local ax recorded (no model spend beyond the verify passes it reuses from memory).
  • Requirements: 6.3

• 5. Retire the HarnessX scan paths

  • cli.py, fusion.py, verify_judge.py, stage_processors.py changes; RetiredConfigError for [models] verifier, [fusion] panel_model/decider_model; one warning for a [harnessx] section (the only tagged retirement text allowed in src, enforced by a test); tests renamed to the behaviour they assert.
  • Requirements: 1.1, 1.2, 1.3, 3.3

• 6. Delete HarnessX code and packaging

  • Delete harness_ext.py, hunter_harness.py, verify_judge.py's judge path, the HarnessX-only tests; remove the extra, the mypy override and the uv.lock entry; rename the conftest fixture; audit rows and manifest; the reference search test (Req 2.4).
  • Requirements: 2.1, 2.2, 2.3, 2.4

• 7. Equality proof

  • Rerun the baseline script; commit the comparison record next to the baseline; any difference outside the exclusion list blocks the merge.
  • Requirements: 3.2

• 8. Documentation and specs

  • README ax-plane section pointing at ops/ax/README.md; docs/examples.md §6 and docs/threat-model.md (egress policy, budgets); dated retirement notes in the four specs and .kiro/steering/overview.md; release note naming the silent loss of the second hunter for users who set [models] hunter.
  • Requirements: 4.1, 4.2, 4.3