# Loop Report

## Objective

Create implementation-backed English package documentation, a Japanese README, a Zenn draft, and a reproducible results note.

## Winning Gate

This improves PyPI first-run experience, article clarity, evaluation evidence, TiDB-specific learning, and honest limitations.

## Files Changed

- `README.md`
- `README.ja.md`
- `article/zenn_draft.md`
- `article/results.md`

## Validation

- [x] `handovergap evaluate --compare`
- [x] English is the primary package README
- [x] Japanese README and Japanese-first demo are linked
- [x] Article includes CLI quickstart, TiDB design, results, and limitations

## Observations

- Current deterministic results are `0.00/0.00/0.00`, `0.26/0.59/0.26`, and `1.00/1.00/1.00`.
- Perfect HandoverGap scores are described as an implementation consistency check, not production accuracy.

## Failures

- None.

## Context Updates

- Keep PyPI-facing metadata and README in English.
- Keep the contest article and default demo in Japanese.

## Next Recommended Loop

Loop 10: distribution validation and publication handoff.
