sandialabs/talkpipe

update-entry-points

Generate talkpipe.sources and talkpipe.segments entry points from @register_source/@register_segment decorators and update pyproject.toml. Use when adding new sources or segments to TalkPipe, or when entry points are out of sync with the codebase.

changelog-update

Update CHANGELOG.md following TalkPipe conventions. Use after implementing a feature, fixing a bug, or making any user-facing change. Ensures correct "update vs add" logic and entry format.

doc-example-formatting

Format code examples in markdown documentation for TalkPipe. Use when writing or editing doc examples. Covers unindented fences, standalone vs fragment intent, and skip-extract. Complements run-documentation-examples which runs the examples.

test-driven-development

Follow TalkPipe TDD workflow when making code changes. Use when implementing features, fixing bugs, or refactoring. Enforces write-fail-fix-pass order and test placement conventions.

run-documentation-examples

Extract Python examples from markdown docs and run them (including LLM examples). Use when validating documentation, after doc changes, or to verify all doc examples execute correctly.