# Documentation-code sync report

- Date: 2026-08-22
- Direction: code-to-docs
- Scope: coherence verification, local CUDA setup, OpenBao runtime credentials, developer launch
- Mode: incremental

## Reconciled drift

1. Documented the deterministic semantic-anchor coherence scorer and its corpus-contamination rejection.
2. Corrected CUDA operator commands to use `.venv/bin/python` after the CUDA wheel override; `uv run` can restore the CPU-locked wheel.
3. Added the canonical `setup.aiwg.io/v1` developer manifest and launch command.
4. Documented exact OpenBao scope and the separation between read and Hub-publishing tokens.

## Changed documentation

- `README.md`
- `docs/conditional-testing.md`
- `installer/setup.dev.manifest.yaml`

## Validation

- `aiwg setup-validate installer/setup.dev.manifest.yaml`
- `.venv/bin/pytest -q --no-cov tests/test_abliterate.py::TestCoherenceScoring`
- `.venv/bin/ruff check obliteratus/abliterate.py tests/test_abliterate.py installer/scripts`

## Human review

- A write-scoped Hugging Face token remains intentionally absent. Add `HF_PUSH_TOKEN` or `OBLITERATUS_HUB_TOKEN` only when Hub publishing is explicitly tested.
- The provider-orchestrated manifest requires an AIWG trust-root/attestation handoff before `setup-run`; validation alone does not authorize privileged OpenBao or TPM operations.
