Lean body with no concept explanations Claude already knows; every section (quick start, custom topics, async, key params, gotchas) earns its place with no padding or fluff, and no time-sensitive dates/versions are inlined.

Multiple copy-paste-ready, fully-imported Java examples (quick start, custom topics/intents, async) plus a verified field list make the guidance executable rather than descriptive.

This is a single-shot REST analysis call, so the single action is unambiguous; sections are clearly sequenced (when-to-use, auth, quick start, params, gotchas) and no destructive/batch operation requires validation checkpoints.

Well-organized sections with clearly-signaled, one-level-deep references (in-repo `examples/read/` files, `src/main/java/...` source path, and a layered API-reference list to OpenAPI/Context7/product docs); no bundle files exist to mis-nest, and the skill explicitly notes the absent reference.md.

Names concrete actions ("writing or reviewing Java code", "calls Deepgram Text Intelligence / Read (`/v1/read`) for text analysis") and specific API surfaces (`client.read().v1().text().analyze(...)`, `ReadV1Request`, `TextAnalyzeRequest`), matching the multi-action anchor rather than the vague or partial ones.

Clearly answers what (text analysis via /v1/read with named request types) and when ("Use when writing or reviewing Java code..." plus an explicit trigger list), so both halves are explicit rather than implied.

Explicit "Triggers include 'read api', 'text intelligence', 'analyze text', 'sentiment', 'topics', 'intents', and 'summarize text'" gives good coverage of natural phrasings a user would actually say.

Scoped to Java + Text Intelligence/Read and explicitly disambiguated from the audio path ("Use `deepgram-java-audio-intelligence` when the source is audio instead of text"), giving it a clear niche unlikely to trigger the wrong skill.