clay-prod-checklist
Execute production readiness checklist for Clay integrations. Use when launching Clay-powered enrichment pipelines, preparing for go-live, or auditing production Clay configurations. Trigger with phrases like "clay production", "clay go-live", "clay launch checklist", "clay production readiness", "deploy clay pipeline".
85
83%
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 well-structured skill description with excellent trigger terms and completeness. Its main weakness is that the 'what' portion is somewhat high-level—it says 'execute production readiness checklist' without detailing what specific checks or actions are performed. The distinctiveness is excellent due to the narrow Clay + production readiness niche.
Suggestions
Add 2-3 specific concrete actions the checklist covers, e.g., 'Validates API credentials, checks rate limits, verifies webhook configurations, and audits data mapping for Clay integrations.'
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | It names the domain (Clay integrations, production readiness) and a general action (execute production readiness checklist, auditing), but doesn't list specific concrete actions like 'validate API keys, check rate limits, verify webhook configurations'. | 2 / 3 |
Completeness | Clearly answers both 'what' (execute production readiness checklist for Clay integrations) and 'when' (launching Clay-powered enrichment pipelines, preparing for go-live, auditing production Clay configurations), with explicit trigger phrases. | 3 / 3 |
Trigger Term Quality | Includes a strong set of natural trigger phrases: 'clay production', 'clay go-live', 'clay launch checklist', 'clay production readiness', 'deploy clay pipeline'. These are terms users would naturally say when needing this skill. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive with a clear niche: Clay-specific production readiness. The combination of 'Clay' + 'production readiness/go-live/launch' creates a very specific trigger space unlikely to conflict with other skills. | 3 / 3 |
Total | 11 / 12 Passed |
Implementation
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a strong, actionable production checklist with executable code examples, clear phased workflow, and specific thresholds for monitoring. Its main weakness is that it's a fairly long single document that could benefit from splitting detailed sections (code examples, plan tables) into supporting bundle files. The content is mostly efficient but includes some items that border on obvious for an AI assistant.
Suggestions
Consider splitting the validation code and pre-flight bash scripts into separate bundle files (e.g., scripts/validate.ts, scripts/preflight.sh) and referencing them from the main SKILL.md to improve progressive disclosure.
Remove or condense the Prerequisites section — items like 'Team trained on Clay table management' are operational concerns outside Claude's scope and add no actionable value.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is mostly efficient with well-structured checklists and useful tables, but includes some unnecessary items like the prerequisites section (Clay-specific operational knowledge Claude doesn't need explained) and the plan comparison table which is time-sensitive reference data that could become stale. Some checklist items are self-evident. | 2 / 3 |
Actionability | Provides fully executable TypeScript validation code, bash pre-flight check scripts, concrete checklist items with specific thresholds (e.g., '>60% email find rate', '500+ row test', '50K lifetime limit'), and a clear error handling table with specific conditions and actions. The code is copy-paste ready. | 3 / 3 |
Workflow Clarity | The six phases are clearly sequenced in a logical order (configure → validate data → control costs → test integrations → set up monitoring → document). The error handling table provides explicit feedback loops with conditions and corrective actions. Validation checkpoints are embedded throughout (sample enrichment runs, connectivity checks, CRM sync testing before go-live). | 3 / 3 |
Progressive Disclosure | The content is well-organized with clear section headers and phases, but it's a long monolithic document (~150 lines of substantive content) with no bundle files to offload detail into. The code examples and detailed checklists could be split into separate reference files. The reference to 'clay-upgrade-migration' at the end is good but the skill would benefit from more modular structure. | 2 / 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 | |
- Commit
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- Reviewed
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