Content
50%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 skill is a thorough, well-structured catalog of CoT prompting techniques with genuinely useful prompt templates, but it is significantly over-long for SKILL.md and explains background Claude already knows. Splitting per-technique detail into reference files and trimming conceptual exposition would materially improve it.
Suggestions
Move each technique's full template/strengths/limitations into separate reference files (e.g. references/self-consistency.md) and keep SKILL.md as a concise overview with one-line pointers, improving both conciseness and progressive disclosure.
Cut the "How It Works" conceptual explanations and paper citation counts, which restate knowledge Claude already has; retain only the trigger conditions, prompt templates, and the decision matrix.
Make Python examples fully executable by either providing the helper functions (llm.generate, extract_answer, generate_thoughts, evaluate) or marking the snippets explicitly as illustrative pseudocode with a note justifying the flexibility.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The 640-line body extensively explains concepts Claude already knows (per-technique "How It Works", strengths, limitations for CoT/ReAct/PAL etc.) and pads with time-sensitive citation counts ("Citations: 14,255+"), making it noticeably verbose despite accuracy. | 2 / 5 |
Actionability | Provides copy-paste-ready prompt templates for each technique and runnable-shape Python examples, but the Python relies on undefined helpers (llm.generate, extract_answer, generate_thoughts, evaluate) so it is not fully executable, capping it below 5. | 4 / 5 |
Workflow Clarity | Two-stage techniques (Zero-shot CoT, Least-to-Most) and the Reflexion attempt-reflect-retry loop are sequenced, but as a reference catalog there are no validation checkpoints and the selection "workflow" relies on an ASCII decision matrix rather than explicit ordered steps. | 3 / 5 |
Progressive Disclosure | Headers organize the content well, but the body is monolithic (no bundle files exist) and per-technique detail that clearly belongs in separate reference files is all inlined; the References section is academic citations, not skill-internal navigation. | 3 / 5 |
Total | 12 / 20 Passed |