Content
62%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill provides a well-structured conceptual framework for auditing context window consumption with clear phases, specific thresholds, and a useful output format. Its main weakness is the lack of executable code or concrete commands—it describes what to do at a high level but doesn't provide the actual implementation to scan directories, count tokens, or generate reports. The workflow clarity is strong but actionability suffers from being descriptive rather than prescriptive.
Suggestions
Add executable code snippets for the core operations: scanning directories, counting tokens (e.g., a shell one-liner or Python snippet for `words × 1.3`), and parsing .mcp.json for tool counts.
Remove the 'When to Use' section or reduce it to 1-2 lines—Claude can infer when to audit context budgets from the skill description alone.
Move the verbose mode report format and per-file breakdown details to a separate reference file to keep the main SKILL.md focused on the core workflow.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is reasonably well-structured but includes some unnecessary verbosity. The 'When to Use' section has 5 bullet points that could be trimmed, and some explanations (like what MCP tool schemas cost) are repeated in both the main body and Best Practices. The report template is useful but adds length. Overall mostly efficient with some tightening possible. | 2 / 3 |
Actionability | The skill describes a clear process and provides specific thresholds (>200 lines, >30 words, ~500 tokens per tool, words × 1.3), but lacks executable code. There are no actual scripts or commands to run the inventory—it's a conceptual workflow rather than copy-paste-ready implementation. The examples show expected output format but not how to actually compute the values. | 2 / 3 |
Workflow Clarity | The four-phase workflow (Inventory → Classify → Detect Issues → Report) is clearly sequenced with explicit criteria at each step. The classification table provides clear decision criteria, the detection phase lists specific problem patterns with thresholds, and the report phase shows exact output format. For an analytical/audit skill, this is well-structured with clear checkpoints. | 3 / 3 |
Progressive Disclosure | The content is well-organized with clear sections and a logical flow, but it's all inline in a single file with no references to external files for detailed content. The verbose mode output format and the full report template could be split out. For a skill of this length (~120 lines), it's borderline acceptable but the report template and detailed examples add bulk that could be referenced. | 2 / 3 |
Total | 9 / 12 Passed |