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 concrete code pattern, but it falls short on actionability (non-executable snippet) and workflow clarity (no validation steps for risky evolution), and it references bundle files that are absent.
Suggestions
Make the core pattern executable by showing how llm, examples, and metric_fn are constructed, or explicitly mark it as illustrative and point to a runnable example in examples/.
Add a short sequenced workflow with an explicit validation/rollback checkpoint for the evolve operation, since it involves verified evolution with exact rollback.
Either supply the referenced bundle files (API.md, axir-api.json, axir-capabilities.json, examples/) or rephrase the references as clearly signaled one-level links so navigation is unambiguous.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean — short bullets, minimal prose, no explaining of basic concepts Claude already knows — and assumes competence throughout. | 3 / 3 |
Actionability | A concrete C++ core pattern and named API surface are present, but the snippet uses undefined symbols (*llm, examples, metric_fn) and lacks setup, so it is not copy-paste executable. | 2 / 3 |
Workflow Clarity | 'When To Use' and the core pattern give some structure, but there is no sequenced multi-step workflow with validation/rollback checkpoints for the risky evolve operation, capping clarity at 2. | 2 / 3 |
Progressive Disclosure | Sections are well-organized, but the body references API.md, axir-api.json, axir-capabilities.json, and examples/ that do not exist as bundle files, and lacks clearly signaled one-level navigation. | 2 / 3 |
Total | 9 / 12 Passed |