Content
88%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 body with executable SQL/JSON examples, an explicit validated workflow, and tight error-recovery guidance. The main improvement would be moving the large filter lookup table into a reference file for cleaner progressive disclosure.
Suggestions
Move the 'Starting points → filters' table and the two-step SQL pattern into a reference file (e.g. references/filter-patterns.md) and link to it from SKILL.md to improve progressive disclosure and token efficiency.
Trim the motivational framing in the intro and 'one rule' section ('A raw, unfiltered list is the worst possible answer', 'Treat them as a menu, not a script.') to pure directives.
Consider a brief validation step in step 4 noting how to confirm a shortlisted recording actually matches the goal (e.g. verifying visited_page hit) before deep-linking.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Largely lean and directive with concrete tables and code, but a few framing passages ('Most people open session replay with a goal...', 'Treat them as a menu, not a script.') could be trimmed without losing actionability. | 4 / 5 |
Actionability | Fully executable guidance: a copy-paste SQL query for collecting session IDs, concrete JSON filter shapes with exact operators/values, and specific parameter recommendations (filter_test_accounts: true, date_from -7d, order activity_score, limit 10). | 5 / 5 |
Workflow Clarity | Clear 5-step sequence (Pin goal → Discover → Query → Triage → Offer next step) with explicit validation checkpoints ('Confirm with read-data-schema before putting a value in a filter') and an error-recovery feedback loop for zero-result queries. | 5 / 5 |
Progressive Disclosure | Well-organized with clear sections and one-level-deep, clearly-signaled cross-skill references (Related skills); no bundle files exist to offload the sizable starting-points/filter table, which is inlined rather than split out. | 4 / 5 |
Total | 18 / 20 Passed |