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, highly efficient reference body: package-specific rules, executable core pattern, and clear guardrails with a sensible example-selection policy. The gaps are modest — only one inline code example, no ordered workflow with checkpoints, and some API-surface material that should live in the referenced files.
Suggestions
Add one complete runnable Java speak()/audio example inline alongside the Core Pattern so common cases don't require opening `examples/`.
Move the "Relevant API Surface" class list into `API.md` (or a dedicated reference file), keeping only the audio/relevant classes inline to sharpen progressive disclosure.
Turn the guardrails' example-selection logic into a short ordered checklist (no-key first for deterministic checks; provider-api only with explicit credentials; AxIR wins on doc conflicts) to give an explicit sequence with checkpoints.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Every bullet carries generated-package behavior Claude cannot know — "`speak()` returns ... `data` (base64 audio), `format`, `mimeType`, `transcript`", "OpenAI defaults to `gpt-4o-mini-tts` with the `alloy` voice", "Mistral defaults to `voxtral-mini-tts-2603`" — with zero padding or explanation of general concepts. It clearly matches the lean, competence-assuming top anchor rather than the 4 anchor, whose 'minor instances of over-explanation' are absent here. | 5 / 5 |
Actionability | The Core Pattern block is executable ("var llm = Ax.ai("openai", java.util.Map.of("apiKey", System.getenv("OPENAI_API_KEY")))"), and concrete method names and defaults are given ("AiClient.speak(request, options)", "renderAudio / render_audio", pcm16 handling). It is not a 5 because only one small code snippet is shown — a complete end-to-end speak()/audio example is delegated to `examples/` rather than covering the common cases inline, leaving minor gaps. | 4 / 5 |
Workflow Clarity | The guardrails give a clear decision path — "Start from package examples for exact native syntax before inventing a new call shape", "Use `provider-api` examples only when the user explicitly has provider credentials available", and the AxIR-as-source-of-truth rule as a conflict-resolution checkpoint. It is not a 5 because there is no explicit step sequence with validation checkpoints; the rules are conditional directives rather than an ordered workflow with feedback loops. | 4 / 5 |
Progressive Disclosure | "Package Facts" clearly signals one-level-deep references — "Package API docs: `API.md` and `axir-api.json`", "Capability manifest: `axir-capabilities.json`", "Runnable examples: `examples/`" — with a well-sectioned overview. It is not a 5 because the inline "Relevant API Surface" class list and the dense field-mapping bullets partially duplicate content that belongs in those referenced files, and the pointer to "the gen skill" is not pathed; no bundle files were present to verify the referenced paths resolve. | 4 / 5 |
Total | 17 / 20 Passed |