Content
65%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A concise, well-organized overview with a real code pattern and useful guardrails, but it is weakened by an example that is not fully executable and by references to bundle files (API.md, axir-api.json, axir-capabilities.json, examples/) that do not exist, leaving the progressive-disclosure navigation broken.
Suggestions
Make the core pattern executable by showing how `llm` is obtained (e.g., a concrete Ax given-generation/llm construction) so the snippet is copy-paste ready.
Provide the referenced bundle files (API.md, axir-api.json, axir-capabilities.json, examples/) or remove the references from Package Facts so signaled navigation actually resolves.
Replace the loose 'When To Use' heuristics with an explicit decision procedure (e.g., a small routing table mapping task type -> contextMap/contextPolicy/optimization/recall) to improve workflow clarity.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean and well-sectioned, assuming Claude's competence without explaining what Java or agents are; the core pattern, package facts, API surface, and guardrails each earn their tokens. It is not the level-2 case because no unnecessary explanation or padding is present. | 3 / 3 |
Actionability | Provides a concrete Java core pattern and a named API surface, but the example is not copy-paste ready — `llm` is referenced but never defined, and exact call shapes are deferred to (non-existent) `examples/`. It falls short of level 3's 'fully executable, copy-paste ready' anchor. | 2 / 3 |
Workflow Clarity | The 'When To Use' section offers three routing heuristics ('Choose between', 'Avoid mixing', 'Route'), giving a loose decision guide, but there is no sequenced decision procedure or validation checkpoints. It is above level 1 because criteria are listed, but lacks the explicit sequence of level 3. | 2 / 3 |
Progressive Disclosure | The body is well-organized into clear sections and signals external references (API.md, axir-api.json, axir-capabilities.json, examples/), but none of those bundle files actually exist on disk, so the one-level-deep navigation promise is unfulfilled. It avoids level 1 (no wall of text, no nested references) but cannot reach level 3 because the signaled references do not resolve. | 2 / 3 |
Total | 9 / 12 Passed |