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docs: restructure README around one section per capability - #41

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ykdojo merged 5 commits into
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readme-restructure
Jul 31, 2026
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docs: restructure README around one section per capability#41
ykdojo merged 5 commits into
mainfrom
readme-restructure

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@ykdojo ykdojo commented Jul 31, 2026

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Fixes #40.

The README grew one capability at a time and the structure drifted: ## API covered only hand tracking, its subtopics (Output schema, Raw EgoDex releases, the install-extras paragraph) were stranded as top-level siblings, and ## Example was singular, hands-only, and stale ("hands and rewards so far").

Commits are staged so the restructure is verifiable on its own:

  1. Pure move, wording unchanged - one ## per capability (Hand tracking, Reward scoring, Motion trimming), each self-contained; hand tracking absorbs its schema, EgoDex reader, extras paragraph, and walkthrough as ### subsections; the generic scaffold/uvx guidance moves to a new ## The CLI section. Body text is byte-identical (verified by sorted-line diff) - only heading lines changed.
  2. Wording catch-up - intro names all three capabilities; Reward scoring and Motion trimming get their own ### Example subsections mirroring examples/README.md; The CLI lists all three subcommands; the package docstring in __init__.py gets the same update.
  3. Cleanup - the intro install line drops the mediapipe extra (extras are hands-specific and documented in that section), and "inference stack" becomes "runtime deps" since the trim demo runs no inference.
  4. Versioning & Publishing move to AGENTS.md (wording unchanged) - contributor/release process, not user-facing API docs. Development stays in the README.
  5. Follow-up removing the AGENTS.md pointer line from Development.

The repo About section (description, homepage, topics) was updated alongside, outside the commit history.

ykdojo added 5 commits July 31, 2026 09:22
One top-level section per capability. Hand tracking absorbs its stranded
subtopics (Output schema, Raw EgoDex releases, the install-extras paragraph,
and the walkthrough from Example); the generic scaffold/uvx guidance moves
to a new The CLI section. Body text is byte-identical - only heading lines
changed.

Part of #40
- intro names hand tracking, reward scoring, and motion trimming; UDF claim
  widened to UDFs and expressions since trimming decodes nothing
- hand-tracking opener names track_hands instead of 'the package'
- Reward scoring and Motion trimming get their own Example subsections,
  mirroring examples/README.md
- The CLI section lists all three subcommands (was 'hands and rewards so
  far') and opens with the subcommand overview instead of the uvx sentence
  that used to trail a bash block
- package docstring in __init__.py gets the same update

Part of #40
The intro install line drops the mediapipe extra - extras are hands-specific
and documented in that section; rewards and trim need none. 'Inference stack'
becomes 'runtime deps' since the trim demo runs no inference.

Part of #40
Contributor/release process, not user-facing API docs. Wording unchanged;
the README's Development section points there.

Part of #40
@ykdojo
ykdojo marked this pull request as ready for review July 31, 2026 16:41
@ykdojo
ykdojo merged commit dbcf712 into main Jul 31, 2026
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README structure has drifted as capabilities were added

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