Content
68%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.
The body is an efficient, well-sectioned overview with real API snippets and clearly signaled external materials. Its weaknesses are the absence of a sequenced workflow with explicit validation checkpoints, and code snippets that are fragments rather than self-contained runnable examples.
Suggestions
Add a short sequenced workflow (e.g., check `axir-capabilities.json` → copy a runnable example from `examples/` → adapt to the task → verify with a `no-key` example) with an explicit validation checkpoint, to raise workflow_clarity.
Make the code snippets self-contained by defining `llm` and `usage_queue` (or showing the queue construction), so the Core Pattern and observer examples are copy-paste runnable.
Move the long "Relevant API Surface" symbol list into a separate reference file and keep only a handful of key symbols inline, improving both progressive_disclosure and conciseness.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense operational guidance ("The observer is process-wide, best-effort, and fail-open. Registering again replaces the previous observer.") with no padding explaining concepts Claude already knows. The inline "Relevant API Surface" symbol list and "Package Facts" block are tokens that could be trimmed or relocated. Matches the anchor for efficient content with minor trim instances; not 5 because that inline list does not fully earn its place, not 3 because there is no unnecessary explanation. | 4 / 5 |
Actionability | Concrete snippets show real API calls ("helper = agent(\"question:string -> answer:string\")", "set_usage_observer(usage_queue.put_nowait)"), but neither is self-contained since `llm` and `usage_queue` are undefined; this is mitigated by pointers to runnable examples ("Runnable provider example: `src/examples/python/generation/usage-observer.py`"). Matches the anchor for mostly executable guidance with minor gaps; not 5 because the snippets are not copy-paste ready, not 3 because they are real code rather than pseudocode and complete examples are one hop away. | 4 / 5 |
Workflow Clarity | Sections are topical (When To Use, Core Pattern, Centralized Usage Observer, Guardrails) rather than a sequenced workflow, and validation is only implicit ("Use `no-key` examples for deterministic local checks and provider request mapping"). Matches the anchor for sequence/checkpoints missing or implicit; not 4 because no explicit step order or validation checkpoints exist anywhere in the body, not 2 because the guardrails do impose a rough order ("Start from package examples ... before inventing a new call shape"). | 3 / 5 |
Progressive Disclosure | "Package Facts" clearly signals one-level-deep materials ("API.md", "axir-capabilities.json", "examples/") and the sections are well organized, but the "Relevant API Surface" section inlines a long symbol list that belongs in a separate reference file. Matches the anchor for good structure with minor organization gaps; not 5 because of that inline reference data, not 3 because references are clearly signaled and the body is otherwise appropriately split. | 4 / 5 |
Total | 15 / 20 Passed |