clay-architecture-variants
Choose and implement Clay integration architecture for different scales and use cases. Use when designing new Clay integrations, comparing direct vs queue-based vs event-driven, or planning architecture for Clay-powered data operations. Trigger with phrases like "clay architecture", "clay blueprint", "how to structure clay", "clay integration design", "clay event-driven".
83
81%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Quality
Discovery
89%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a solid description that clearly communicates both purpose and trigger conditions. It excels at completeness and distinctiveness by specifying the Clay integration architecture niche with explicit trigger phrases. The main weakness is that the specific capabilities could be more concrete—listing actual architectural patterns or deliverables rather than high-level verbs like 'choose and implement'.
Suggestions
Add more concrete actions/deliverables, e.g., 'Generates architecture diagrams, compares direct API vs queue-based vs event-driven patterns, provides scaling recommendations for Clay-powered data pipelines.'
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (Clay integration architecture) and some actions (choose, implement, compare direct vs queue-based vs event-driven), but doesn't list multiple concrete specific actions like 'configure webhooks, set up queue processors, define event schemas'. The actions remain somewhat high-level. | 2 / 3 |
Completeness | Clearly answers both 'what' (choose and implement Clay integration architecture for different scales and use cases) and 'when' (designing new Clay integrations, comparing architectures, planning architecture) with explicit trigger phrases. | 3 / 3 |
Trigger Term Quality | Includes explicit trigger phrases like 'clay architecture', 'clay blueprint', 'how to structure clay', 'clay integration design', 'clay event-driven'. These cover natural variations a user might say and include both technical and conversational terms. | 3 / 3 |
Distinctiveness Conflict Risk | Very specific niche around Clay integration architecture with distinct triggers. The combination of 'Clay' + 'architecture/blueprint/integration design' is unlikely to conflict with other skills unless there are multiple Clay-related skills. | 3 / 3 |
Total | 11 / 12 Passed |
Implementation
72%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a well-structured architecture decision guide with strong actionability through executable code examples and a clear decision matrix. The main weaknesses are the lack of explicit validation/verification steps in the workflows (e.g., 'test with one record first') and some token overhead from ASCII diagrams and minor verbosity in the prerequisites section. Overall it serves its purpose well as an architecture selection and implementation guide.
Suggestions
Add explicit validation checkpoints to each architecture pattern, e.g., 'Send a single test record and verify it appears in the Clay table before batching' — this is especially important for the queue-based pattern.
Trim the prerequisites section — 'Clear understanding of data volume and latency requirements' is implied by the decision matrix and wastes tokens.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is mostly efficient but includes some unnecessary elements like the ASCII diagrams which, while helpful, add significant token overhead. The code examples are well-targeted but could be slightly tighter. The prerequisites section states obvious things like 'clear understanding of data volume and latency requirements.' | 2 / 3 |
Actionability | All three architecture patterns include fully executable TypeScript code with concrete implementations including rate limiting, circuit breakers, and webhook handlers. The decision matrix provides specific thresholds (1K/day, 10K/day) for choosing between patterns. Code is copy-paste ready with real library imports (BullMQ, fetch). | 3 / 3 |
Workflow Clarity | Each architecture is clearly sequenced with diagrams and code, but there are no explicit validation checkpoints or verification steps. For operations involving queue-based pipelines and webhook integrations, there should be explicit 'verify webhook is receiving data' or 'test with single record before batch' steps. The error handling table partially compensates but is reactive rather than preventive. | 2 / 3 |
Progressive Disclosure | Content is well-structured with clear sections progressing from simple to complex architectures. External references are one level deep (Clay University links, BullMQ docs, clay-known-pitfalls). The decision matrix serves as an excellent navigation aid for choosing the right section. Content length is appropriate for inline presentation. | 3 / 3 |
Total | 10 / 12 Passed |
Validation
81%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 9 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
allowed_tools_field | 'allowed-tools' contains unusual tool name(s) | Warning |
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 9 / 11 Passed | |
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