Content
57%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 compact, well-sectioned reference whose guidance leans on bundle files (`API.md`, `examples/`, `axir-api.json`) that are not present, leaving a single code fragment plus symbol lists as the only directly usable material. There is also an alias inconsistency (`ax.NewAI` vs `axllm.*`) between the Core Pattern and the API surface list, and no sequenced workflow with validation checkpoints.
Suggestions
Include one complete, runnable Go example in SKILL.md (package main, full imports, a call and error check) so the skill is actionable even before the referenced examples/ files are consulted, and make the Core Pattern's alias consistent with the API surface list (`ax.` vs `axllm.*`).
Move the ~40-symbol Relevant API Surface enumeration into the referenced API.md and keep only the key entrypoints (e.g. NewAI, NewAx, NewAgent, NewFlow, Optimize) in SKILL.md, so the body is an overview that navigates to detail.
Add a short ordered workflow with a validation checkpoint, e.g. 1) find the closest example in examples/, 2) adapt it, 3) verify the call shape against API.md/axir-api.json before presenting code, so the process does not depend on implicit steps.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean and list-driven with no explanations of concepts Claude already knows, and one small code snippet. Minor trim opportunities keep it below anchor 5: the intro sentence "This skill helps an agent write Go code with the generated Ax package `github.com/ax-llm/ax/packages/go`" repeats the frontmatter description, the package path appears twice (Package Facts and the Core Pattern import), the ~40-symbol flat enumeration on one line is dense, and "Find ordered or adaptive provider-balancing guidance in the language-specific AI skill" is a vague pointer. It is well above anchor 3's noticeable-padding level. | 4 / 5 |
Actionability | The Core Pattern gives real code (`llm := ax.NewAI("openai", map[string]ax.Value{"apiKey": os.Getenv("OPENAI_API_KEY")})`) but it is a fragment, not an executable program, and its `ax.` prefix conflicts with the `axllm.*` symbols listed in Relevant API Surface. The remaining guidance ("Start from package examples", "Use `provider-api` examples", "Use `no-key` examples") defers to `examples/` and `API.md`, none of which exist in the bundle. This matches anchor 3 (some concrete guidance but incomplete, missing key details) rather than anchor 4's mostly-executable guidance. | 3 / 5 |
Workflow Clarity | "When To Use" and "Guardrails" provide decision guidance (e.g. "Start a generated-language Ax program from package docs or examples", "Use `no-key` examples for deterministic local checks") but there is no sequenced workflow with checkpoints — how to go from examples to written, verified code is implicit and hinges on files absent from the bundle. It fits anchor 3 (steps/guidance present but validation checkpoints missing or implicit); no destructive or batch operations apply, so no hard cap is triggered. | 3 / 5 |
Progressive Disclosure | Sections are well organized and referenced paths are clearly signaled ("Package API docs: `API.md` and `axir-api.json`", "Runnable examples: `examples/`"), but the bundle contains no such files — the references dangle — and the long inlined Relevant API Surface symbol list is exactly the content that belongs in the separate `API.md`. This lands on anchor 3 (some structure, references present, but content that should be separate is inline) rather than anchor 4, since navigation to the referenced detail is not actually possible. | 3 / 5 |
Total | 13 / 20 Passed |