Content
75%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 content is a lean, highly actionable reference with concrete command sequences, a clear workflow order that includes validation, and well-organized tables. Its main weaknesses are placeholder pipeline notation lacking full executable examples, a duplicated Parquet tip, and the absence of error-recovery feedback loops in the workflows.
Suggestions
Consolidate the duplicated Parquet advice (lines 67 and 112) into a single location to remove near-verbatim redundancy.
Provide one fully executable worked example with a real filename and complete command arguments (e.g., an actual sqlp TRIM/GROUP BY query) instead of 'sqlp (TRIM)' placeholders.
Add brief error-recovery guidance for key checkpoints, such as what to do when 'validate' fails against the JSON Schema or when sniff detects an unexpected delimiter.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense, table-driven, and assumes Claude's competence with no padding or explanation of known concepts, but the Parquet-for-large-files advice appears nearly verbatim in two places ('For repeated SQL queries on large CSV (> 10MB), consider converting to Parquet' at lines 67 and 112), a minor trim opportunity that keeps it below anchor 5. | 4 / 5 |
Actionability | Concrete commands and flags appear throughout ('stats --cardinality --stats-jsonl', 'select '!SSN'', 'blake3 --check checksums.b3'), but pipeline patterns use placeholder notation ('sqlp (TRIM)', 'sqlp (GROUP BY queries)') without full executable command syntax or a worked end-to-end example, fitting 'mostly executable with minor gaps'. | 4 / 5 |
Workflow Clarity | The numbered 0-8 Standard Workflow Order is a clear sequence that includes an explicit validation stage (step 6 'Validate' with 'validate' and 'stats (verify results)', plus blake3 checksum verification), satisfying the validation requirement, but error-recovery feedback loops (validate -> fix -> retry) are absent, keeping it below anchor 5. | 4 / 5 |
Progressive Disclosure | No bundle files exist, and the ~126-line body is well organized into clearly headed sections with appropriately sized inline reference tables, plus a 'Tool Discovery' pointer to the 57 remaining commands via mcp__qsv__qsv_search_tools; minor organization gaps (overlapping Operational Notes / Important Notes sections) fit anchor 4 rather than 5. | 4 / 5 |
Total | 16 / 20 Passed |