Content
78%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 lean overview that correctly delegates the full implementation to a real, clearly referenced bundle file, and the Quick Start gives a concrete code entry point. Weaknesses are minor but consistent: the Purpose section duplicates the intro sentence, the example is not self-contained (undefined `project_dir`, import-path assumption), and prerequisites such as the session log input are never mentioned.
Suggestions
Remove the Purpose section or merge it into the opening line to eliminate the duplicated restatement of what the skill does.
Make the Quick Start self-contained: import Path, show how `project_dir` is defined (e.g., `project_dir = Path(".")`), and state the import assumption (running from the skill's parent directory).
Add one line noting the prerequisite input (e.g., the `.claude/autonomous-log.jsonl` session log the extractor reads) so users know when the skill applies.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The 26-line body is lean with no explanations of concepts Claude already knows, but the Purpose section ("Analyzes completed sessions to extract patterns, learnings, and improvements") essentially restates the opening line, a minor redundancy that could be trimmed. This matches anchor 4 (efficient with minor trimmable excess) rather than anchor 5's every-token-earns-its-place. | 4 / 5 |
Actionability | The Quick Start provides concrete code matching the script's documented usage, but it is not copy-paste runnable: `project_dir` is an undefined placeholder and the `scripts.insight_extractor` import path assumes a specific package/working-directory setup. This fits anchor 4 (mostly executable, minor gaps) rather than anchor 5's fully-executable standard. | 4 / 5 |
Workflow Clarity | The Quick Start shows a clear construct → extract → apply sequence, and as a simple single-purpose skill it needs no elaborate multi-step workflow. However, prerequisites (the session log the extractor reads) and any check that insights were produced are unstated, leaving minor gaps that fit anchor 4 rather than a fully unambiguous anchor 5. | 4 / 5 |
Progressive Disclosure | Sections (Purpose, Quick Start, API Reference) are well organized, and the single bundle file `scripts/insight_extractor.py` (verified to exist, 226 lines) is clearly signaled one level deep via "See `scripts/insight_extractor.py` for full implementation" with no detail inlined into SKILL.md. This matches anchor 5: clear overview with a well-signaled one-level reference. | 5 / 5 |
Total | 17 / 20 Passed |