talkpipe

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.

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.

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.

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.

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.