Content
71%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 a well-organized, code-first pattern catalog with a sensible simple-to-complex progression and explicit validation guidance. Its weaknesses are the Typesafe/Jev section — long, convoluted prose with no code example — and progressive disclosure: referenced bundle files (API.md, examples/, manifests) do not exist in the skill directory, so the disclosed detail has nowhere to live and the spec content is inlined instead.
Suggestions
Ship the referenced bundle files (API.md, axir-api.json, axir-capabilities.json, examples/) or remove/correct the references so progressive disclosure has real targets; alternatively split the dense Typesafe/Jev spec into a reference file and keep a short summary in SKILL.md.
Add at least one concrete C++ example for the Typesafe/Jev surface (e.g., a boolean/class output signature with trueThreshold and a probability-sum check) so that third of the body is actionable rather than pure prose.
Fix mechanical defects that waste tokens: the duplicated "Tools: `axllm::Tool`, `axllm::Tool`" bullet and the unexplained "noul >= threshold" typo, and complete the code fragments by defining the variables they use (signature, client, inputs) or showing one full runnable program.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The bulk of the body is lean and pattern-driven — short bullets ("Package Facts"), minimal framing, and code-first sections ("Core Pattern", "More Patterns"). It is not a 5 because the Typesafe/Jev section packs dense, hard-to-parse prose ("The service context limit covers state, questions, and criteria; Ax never truncates or pretends to count native tokens exactly."), and the "Relevant API Surface" section wastes tokens on a literally duplicated bullet ("- Tools: `axllm::Tool`, `axllm::Tool`"). | 4 / 5 |
Actionability | Most patterns give concrete, real-API code ("axllm::s(\"question:string -> answer:string\")", "axllm::to_json_schema(axllm::Core::get(sig, \"outputs\"))", "axllm::Core::record_new(...)"), which is close to copy-paste ready. It misses a 5 because several fragments depend on undefined variables (`signature`, `client`, `inputs`) with no complete program shown, and the entire Typesafe/Jev section — roughly a third of the body — gives API names in prose with zero code examples. | 4 / 5 |
Workflow Clarity | There is a clear progression from simple string contract to class output, native constraints, validate ("axllm::Core::validate_signature(signature)"), render as JSON schema, and reuse in AxGen ("Pass the native signature record directly into AxGen"), with guardrails directing the agent to real examples first. It is not a 5 because the sequence is implicit (a pattern catalog rather than an ordered procedure) and the Typesafe section is unsequenced prose with no checkpoints. | 4 / 5 |
Progressive Disclosure | The body cites "API.md and axir-api.json", "axir-capabilities.json", "examples/", and "src/examples/cpp/generation/", but no such bundle files or directories exist in this skill — the references dangle. Combined with the dense 17-line Typesafe spec inlined in SKILL.md that clearly belongs in a separate reference file, this fits the anchor of some structure but content that should be separate is inline and references that do not resolve clearly. | 3 / 5 |
Total | 15 / 20 Passed |