Content
10%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 persona resume rather than a skill: it catalogs capabilities, behavioral traits, and knowledge Claude already possesses, with no code examples, commands, or skill-specific procedures. Almost everything here should be cut, leaving a lean overview plus — only if needed — reference files containing genuinely non-obvious content such as concrete uv/ruff/pyproject.toml recipes.
Suggestions
Delete the 'Capabilities', 'Behavioral Traits', and 'Knowledge Base' sections — they restate knowledge Claude already has and consume ~100 lines of context with no incremental value.
Replace the abstract 'Instructions'/'Response Approach' steps with a small number of concrete, executable recipes (e.g. a uv project setup command sequence, a pyproject.toml ruff/mypy/pytest config snippet, a FastAPI error-handling pattern) covering the common cases.
If detailed material is genuinely needed (e.g. per-domain patterns), move it into reference files under references/ and link them explicitly from a short SKILL.md overview, keeping SKILL.md lean and one level deep.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Nearly the entire ~150-line body enumerates knowledge Claude already has (Docker multi-stage builds, pytest fixtures, NumPy/Pandas, design patterns, PEP 8) with zero skill-specific incremental information. This matches anchor 1 ('heavily padded' with concepts Claude already knows) rather than 2, because there is no lean actionable core underneath the padding. | 1 / 5 |
Actionability | There is no code, command, or executable guidance anywhere in the body; lines like 'Choose patterns (async, typing, tooling) that match requirements' only describe. It matches anchor 1 ('no concrete code or commands; only describes rather than instructs') and not 2, because even the high-level hints lack the specifics needed to execute anything. | 1 / 5 |
Workflow Clarity | A rough sequence exists ('1. Confirm runtime, dependencies, and performance targets... 4. Profile and tune') plus an 8-step 'Response Approach', but the steps are abstract and poorly defined with no validation checkpoints or feedback loops. Anchor 2 fits ('rough sequence present but many gaps; validation absent'); it is not 3 because the listed steps carry no verifiable or actionable detail. | 2 / 5 |
Progressive Disclosure | Section headers exist, but the body is a monolithic ~150-line enumeration of capabilities that either belongs in separate reference files or should be removed entirely; no references or bundle files exist at all. Anchor 2 ('content that clearly belongs in separate files is inlined') is the best fit; not 3, because the organization adds no navigability to any actionable detail and the 50-line simple-skill exception does not apply. | 2 / 5 |
Total | 6 / 20 Passed |