Content
82%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A dense, well-organized reference skill: executable quick start, precise gotchas that prevent real API mistakes (string sample_rate, no language param, v1-vs-v2 close), and disciplined token efficiency. The main gaps are the placeholder mic_chunks()/elided async example and the absence of error-recovery steps for fatal errors or dropped connections.
Suggestions
Replace the mic_chunks() placeholder in the quick start with a concrete minimal source (e.g., reading linear16 frames from a file or pyaudio stream) so the example runs verbatim, and make the async snippet self-contained instead of using '...'.
Add a short error-recovery workflow: what to do on ListenV2FatalError or socket close (teardown, reconnect with backoff, whether turns resume), since long-lived streaming connections will hit these.
Move the full parameter/event enumeration into a reference file (e.g., references/params.md) and keep only the high-signal parameters inline, making the layered 'reference.md' pointer a real bundled file.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Lean throughout — no explanation of concepts Claude already knows; a dense parameter table, terse gotchas, and code-first sections where every token earns its place. The closing 'Central product skills' section is brief navigation, not padding. | 5 / 5 |
Actionability | The quick start is near copy-paste ready with real SDK types and correct close semantics ('send_close_stream(ListenV2CloseStream(type="CloseStream"))'), but 'mic_chunks()' is an undefined placeholder, the async block elides parameters with '...', and 'client' is only defined in a separate section. | 4 / 5 |
Workflow Clarity | The quick start shows the full connection lifecycle (connect, register handlers, send ~80ms chunks, close, start_listening) with an error branch, but steps are not enumerated and there is no recovery guidance for 'ListenV2FatalError' or connection drops. | 4 / 5 |
Progressive Disclosure | Clear section headers and a layered, one-level-deep API reference ('reference.md', AsyncAPI, Context7, product docs) with no nested chains. However, the parameter table and events list are fully inlined and 'reference.md' points at a repo file rather than a verifiable bundle file, leaving minor organization gaps. | 4 / 5 |
Total | 17 / 20 Passed |