Content
62%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a competent integration skill that clearly documents Amplitude tool workflows with good sequencing and validation steps. Its main weaknesses are repetitive content (pitfalls stated multiple times) and lack of fully concrete/executable examples—tool call patterns are described in pseudocode rather than shown with realistic parameters. Trimming redundancy and adding one or two complete tool invocation examples would significantly improve it.
Suggestions
Consolidate pitfalls into a single section rather than repeating user ID resolution and async patterns in both per-workflow pitfalls and the Known Pitfalls section.
Add at least one fully concrete tool invocation example with realistic parameters (e.g., a complete AMPLITUDE_SEND_EVENTS call with sample event data) rather than pseudocode steps.
Consider extracting the detailed per-workflow documentation into a separate reference file, keeping SKILL.md as a concise overview with the quick reference table and setup instructions.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is reasonably well-structured but contains significant repetition—pitfalls for user IDs and async operations are stated multiple times across sections and then again in 'Known Pitfalls' and 'Common Patterns'. The quick reference table is useful but the overall document could be tightened by ~30% without losing information. Some explanations (e.g., what event categories are, what cohorts are) border on unnecessary for Claude. | 2 / 3 |
Actionability | The skill provides clear tool names, parameter lists, and sequences, but lacks fully executable code examples. The 'Common Patterns' section uses pseudocode-style numbered steps rather than actual tool invocation examples with concrete parameters. The JSON example for user properties is helpful but is the only concrete data structure shown. Missing actual tool call examples with realistic parameter values. | 2 / 3 |
Workflow Clarity | Multi-step workflows are clearly sequenced with explicit ordering (e.g., FIND_USER before GET_USER_ACTIVITY). The async cohort pattern includes a proper feedback loop (repeat status check until complete/error). The setup section has a clear validation checkpoint (confirm ACTIVE status before proceeding). Each workflow marks steps as Required/Optional/Prerequisite. | 3 / 3 |
Progressive Disclosure | The content is well-organized with clear sections and a quick reference table, but it's a monolithic document with no bundle files to offload detailed content. The Known Pitfalls section largely repeats information already stated in per-workflow pitfalls. For a skill of this length (~180 lines), some content like the detailed pitfalls or common patterns could be split into separate reference files. | 2 / 3 |
Total | 9 / 12 Passed |