Content
82%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.
A strong, highly actionable skill body with executable SQL throughout and a sensible four-step workflow supported by a checklist and troubleshooting table. Minor room to tighten the intro and add an explicit post-CALL validation checkpoint before joining results.
Suggestions
Trim the opening tagline ('Snowflake Native App — graph algorithm power inside Snowflake...') since it restates the description and the 'When to Use' section.
Add an explicit inline checkpoint after the CALL in Step 3 (e.g. 'Verify the output table is populated and non-empty before joining') to strengthen the validation feedback loop for these batch write operations.
Consider moving the lengthy Privilege Setup SQL block to a references file linked from the main body to keep the core analytics flow tighter.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is largely lean and domain-specific (strict casting rules, exact CALL syntax) without explaining concepts Claude already knows, but the opening tagline and slight overlap between the intro and 'When to Use' could be trimmed, sitting at anchor 4 rather than 5. | 4 / 5 |
Actionability | Fully executable, copy-paste-ready SQL: complete CREATE VIEW statements with explicit casts, a complete CALL with project/compute/write config, and a full privilege-setup block — concrete examples cover the common cases per anchor 5. | 5 / 5 |
Workflow Clarity | Clear numbered sequence (Explore → Prepare views → Project-Compute-Write → Inspect) with a closing checklist and a Troubleshooting table for error recovery, but the main flow lacks an explicit inline 'verify output populated before joining' checkpoint, so it sits at anchor 4 rather than 5. | 4 / 5 |
Progressive Disclosure | Good structure with a well-signaled one-level-deep reference to references/algorithms.md (verified to exist) for the full parameter reference, but several large inline sections (privilege setup SQL, full algorithm tables) keep it just below the cleanly-split anchor 5. | 4 / 5 |
Total | 17 / 20 Passed |