SKILL.md
Validate a Change
Companion Guidance
Use karpathy-guidelines alongside this skill for implementation or review work. Keep changes scoped, surface assumptions, and define focused validation before editing.
Use this skill to choose the smallest validation set that still covers the surfaces touched by a change.
Mandatory Rules
- Format changed files with the language-native formatter before the final
test pass.
- If Rust code changed, run
cargo fmt --all -- --checkandjust test-rust. - If Python code or a Python-facing adapter changed, run
just test-python. - If the TypeScript adapter contract or one of its source schemas changed, run
just test-typescript.
- If
crates/fabric-corechanged in a way exposed through Python, run both the
Rust and Python suites.
- If the PyO3 bridge or package metadata changed, run
just build-pythonand
cargo check -p fabric-python --locked.
- If public configuration types changed, confirm the schema snapshot tests in
just test-rust pass and review generated schema diffs.
- If an adapter or integration changed, run its focused tests.
- If a Cargo or Python manifest or lockfile changed, run
uv run --no-project python scripts/licensing/license_diff.py --base-ref origin/main, review the transitive license changes, then run the attributions-rust and attributions-python pre-commit hooks.
- If the TypeScript manifest or npm lockfile changed, inspect the complete npm
dependency tree and license fields, confirm the package still has zero production dependencies, run the attributions-node pre-commit hook, and run its package and audit checks.
- If documentation or examples changed, run
just docswhen practical and
verify documented commands against the current repository.
- If code changes alter APIs, commands, paths, packaging behavior, telemetry
semantics, or documented best practices, update dependent maintainer skills in the same branch. Because the consumer skills under skills/ restate SDK guide, Pydantic model, and Rust type details, update them in parity whenever those surfaces change.
Start With the Change Shape
- Rust core, CLI, or shared runtime semantics changed
Run Rust formatting and tests. Add Python tests when the behavior is exposed through the SDK, and run relevant tests for CLI behavior.
- Python SDK or PyO3 binding changed
Use python-tests, run focused pytest tests first, then run just test-python. Rebuild with just build-python when native code or packaging changed.
- Adapter behavior changed
Run the focused adapter tests under tests/adapters, then just test-python.
- Harbor integration changed
Run tests/testharborrunner.py, then just test-python.
- Schema or public contract changed
Run the Rust, Python, and TypeScript suites and review changes under schemas/, the checked-in Python adapter-contract representations, generated TypeScript sources, and generated API references.
- Documentation-only change
Use contribute-docs and review-doc-style. Run just docs for docs-site or generated-reference changes.
- CI or packaging changed
Use maintain-ci or maintain-packaging, then run the recipes and checks whose behavior changed.
Core Validation Matrix
just test-rust
just test-python
just test-typescript
Common Targeted Commands
# Rust
just build-rust
just test-rust
cargo fmt --all -- --check
cargo check -p fabric-python --locked
# Python and native extension
just build-python
just test-python
uv run --no-sync pytest -k "<pattern>"
# TypeScript adapter contract
just build-typescript
just test-typescript
just pack-typescript
# Documentation
just docs
# Dependency licenses
uv run --no-project python scripts/licensing/license_diff.py --base-ref origin/main
uv run pre-commit run --all-files attributions-rust
uv run pre-commit run --all-files attributions-python
uv run pre-commit run --all-files attributions-node
# Justfile and patch hygiene
just --fmt --check
git diff --check
Hygiene Checks
Before review or handoff:
- Verify README and docs entry points still match current package names and
paths.
- Verify examples use current
justrecipes and public commands. - Call out checks that were not run and why.
- Run
git diff --check.
References
- Python test guidance:
python-tests - Build and test recipes:
justfile - Python CI:
.github/workflows/ci_python.yml - Rust CI:
.github/workflows/ci_rust.yml - TypeScript CI:
.github/workflows/ci_typescript.yml - Documentation CI:
.github/workflows/fern-docs.yml - Public Python contract:
docs/python-sdk-contract.md - Public adapter contract:
schemas/SCHEMA.md