remsky

Contributing to the Kokoro-FastAPI Python API: module layout, endpoint gating pattern, test expectations. Use when adding or changing endpoints, services, or inference code.

Running the full e2e integration test suite (including Whisper roundtrip) against a live Kokoro server.

Running the Kokoro-FastAPI benchmark + transcription-roundtrip suites and regenerating the README plots. Use when asked to run/refresh benchmarks, RTF/first-token plots, transcription sanity checks, or the long-form baseline.

Contributing to the Kokoro-FastAPI web player: vanilla JS constraints, MSE/audio gotchas, unit and e2e test setup. Use when changing anything under web/.

Adding a language normalizer to Kokoro-FastAPI: the Normalizer contract, registry, and test expectations. Use when adding or changing text normalization under api/src/services/text_processing/normalization/.

Add or extend an art pack in comic-chat-web. Which generators to run, which files are hand-maintained, and which tests catch what you missed.

Write a comic strip in the Comic Chat studio format and return a link that opens it, rendered, in the editor. Use when the user wants a comic, a cartoon, or illustrated panels for a blog post, a slide, a changelog, a README, or a recap.

Generate isometric repo-city banners and OKF structural context bundles from a local git clone with the repoglyph CLI. Use when the user wants a repo banner image, a codebase map, an agent-readable repo summary, or a self-updating repo-map skill.