Content
75%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 well-organized, action-oriented body with executable Swift examples, sensible Modern/Legacy versioning, and a genuine one-level-deep reference file. The main weaknesses are partial duplication between the body and the reference file, a couple of undefined symbols/gaps in the code, and the lack of an explicit end-to-end sequence with error-recovery checkpoints.
Suggestions
Define the SpeechError enum (or throw a built-in error) in the legacy transcription example so the code is fully copy-paste executable, and either move the live-mic AVAudioEngine tap/conversion setup into the body or explicitly point to the reference file's Live Audio section for it.
Signal references/speechanalyzer-patterns.md at its point of use — e.g., a 'See [references/speechanalyzer-patterns.md] for streaming pipelines, presets, and finishing sessions' line in the Modern SpeechAnalyzer section — instead of only in the end References list.
Reconcile the AssetInventory guidance: the body uses AssetInventory.status/download while the reference file uses AssetInventory.assetInstallationRequest for the same purpose; keep one canonical pattern in the body and defer the other to the reference.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean and code-heavy with no basic-concept padding, and version-sensitive info (iOS 26+ vs iOS 10+) is properly split into Modern vs Legacy sections. It falls short of 5 because the full LiveTranscriber class and the AssetInventory.status/download snippet partially duplicate the reference file's Live Audio and Preparing Assets sections (even using a different AssetInventory API), so a few tokens could be trimmed. | 4 / 5 |
Actionability | Concrete, mostly executable Swift appears in every section (permissions continuation, LiveTranscriber class, SFSpeechURLRecognitionRequest file transcription, asset check). Minor gaps keep it below 5: `SpeechError` is thrown but never defined, and the live-microphone tap and format-conversion setup needed to drive `appendAudio(buffer:)` lives only in the reference file. | 4 / 5 |
Workflow Clarity | Sections are logically ordered (permissions → model assets → transcription → cleanup) with explicit ordering statements ("Request speech and microphone authorization before starting recording", "Check asset installation... before recognition") and a Review Checklist serving as validation. It is below 5 because there is no single end-to-end sequenced workflow with feedback loops (e.g., what to do when authorization is denied or a preset/locale is unsupported). | 4 / 5 |
Progressive Disclosure | Good structure: the body is a well-sectioned overview and the single bundle file (references/speechanalyzer-patterns.md) is real, one level deep, and clearly described ("SpeechAnalyzer pipelines, volatile results, and audio buffering"). Minor gaps: the reference is signaled only in the end-of-file References list rather than at its point of use in the Modern SpeechAnalyzer section, and the body's SpeechAnalyzer/asset snippets overlap topically with the reference file. | 4 / 5 |
Total | 16 / 20 Passed |