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## Description TOIN already learns when a tool-output slice should skip compression, but the published recommendation artifact drops that signal. A high full-retrieval row can therefore still publish an ordinary compressor strategy even though TOIN marked it as skip-worthy. This change carries `skip_compression_recommended` into `recommendations.toml`, keeps Rust parsing backward compatible for older files, and makes skip rows publish a skip-oriented strategy hint instead of misleading compressor guidance. Refs #1775 ## Type of Change - [x] Bug fix (non-breaking change that fixes an issue) - [ ] New feature (non-breaking change that adds functionality) - [ ] Breaking change (fix or feature that would cause existing functionality to change) - [ ] Documentation update - [ ] Performance improvement - [ ] Code refactoring (no functional changes) ## Changes Made - Publishes `skip_compression_recommended` in generated recommendation rows. - Uses retrieval-aware strategy output for rows TOIN already marked as skip-worthy. - Extends the Rust recommendation schema with a backward-compatible default for older TOML files. - Adds focused publish and schema coverage for skip and non-skip rows. ## Testing - [x] Unit tests pass (`uv run pytest tests/test_toin_publish.py -q`) - [x] Linting passes (`uv run ruff check headroom/cli/toin_publish.py headroom/telemetry/toin.py tests/test_toin_publish.py`) - [ ] Type checking passes (`uv run mypy headroom`) - [x] New tests added for new functionality - [ ] Manual testing performed - [ ] I have made corresponding changes to the documentation ### Test Output ```text uv run pytest tests/test_toin_publish.py -q: 8 passed uv run ruff check headroom/cli/toin_publish.py headroom/telemetry/toin.py tests/test_toin_publish.py: passed cargo fmt --all -- --check: passed cargo check -p headroom-core: passed cargo test -p headroom-core --lib transforms::recommendations: 6 passed cargo clippy --workspace -- -D warnings: passed ``` ## Real Behavior Proof - Environment: Windows for Python validation through the headless runner; Rust validation via focused local cargo commands where available. - Exact command / steps: `uv run pytest tests/test_toin_publish.py -q`, `uv run ruff check headroom/cli/toin_publish.py headroom/telemetry/toin.py tests/test_toin_publish.py`, `cargo fmt --all -- --check`, `cargo check -p headroom-core`, `cargo test -p headroom-core --lib transforms::recommendations`, and `cargo clippy --workspace -- -D warnings`. - Observed result: Skip-worthy rows carry `skip_compression_recommended = true` and a skip strategy hint; normal rows carry `false` and preserve their ordinary strategy. - Not tested: Live runtime dispatcher skip behavior and full Rust workspace tests. ## Review Readiness - [x] I have performed a self-review - [x] This PR is ready for human review ## Checklist - [x] My code follows the project's style guidelines - [x] I have performed a self-review of my code - [x] I have commented my code, particularly in hard-to-understand areas - [ ] I have made corresponding changes to the documentation - [x] My changes generate no new warnings - [x] I have added tests that prove my fix is effective or that my feature works - [x] New and existing unit tests pass locally with my changes - [ ] I have updated the CHANGELOG.md if applicable ## Additional Notes This PR fixes the published recommendation artifact. Runtime dispatcher enforcement remains a separate follow-up because it needs a dedicated consumer proof matrix. Documentation and changelog are left unchecked because this changes generated recommendation data and Headroom's changelog is generated from conventional commits. |
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