Content
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A highly actionable, well-sequenced skill with executable code and strong validation checkpoints, but it is a long monolithic document that could be split into reference files and trimmed of explanatory prose to improve token efficiency and progressive disclosure.
Suggestions
Split the large reference material (e.g. the empirical cross-market tables and full function libraries) into one-level-deep reference files (e.g. REFERENCES.md, CROSS_MARKET.md) and link them from a concise overview.
Remove conceptual explanations Claude already knows (e.g. the definition of correlation vs cointegration) to reduce token load and lift conciseness.
Add explicit 'See X.md' navigation pointers so the SKILL.md overview points clearly to the detailed sections rather than inlining everything.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly efficient and packed with useful empirical tables, but at ~1100 lines it includes explanatory prose Claude largely knows (e.g. 'Correlation measures the degree of co-movement. Cointegration measures whether a long-run equilibrium relationship exists') and could be tightened, so it is not a 3. | 2 / 3 |
Actionability | It provides many complete, executable Python functions with docstrings, concrete thresholds, and a full output-format template — copy-paste ready guidance rather than pseudocode, matching the 'fully executable code' anchor. | 3 / 3 |
Workflow Clarity | The 'Full Workflow From Correlation to Signal' lays out Steps 1–5 with explicit validation/monitoring checkpoints (re-run cointegration monthly, warn if half-life exceeds 2×, out-of-sample validation, spread-health scoring), fitting the 'clear sequence with explicit validation steps' anchor. | 3 / 3 |
Progressive Disclosure | Content is well-sectioned into modes but entirely inline in one ~1100-line monolithic SKILL.md with no separate reference files or one-level-deep pointers; the 'content that should be separate is inline' and no-references-present pattern fits the score-2 anchor, and it is far over the 50-line simple-skill threshold. | 2 / 3 |
Total | 10 / 12 Passed |