groq-ci-integration
Configure Groq CI/CD integration with GitHub Actions, testing, and model validation. Use when setting up automated testing, configuring CI pipelines, or integrating Groq tests into your build process. Trigger with phrases like "groq CI", "groq GitHub Actions", "groq automated tests", "CI groq".
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 solid description that clearly defines its niche at the intersection of Groq and CI/CD. It provides explicit trigger phrases and answers both what and when. The main weakness is that the specific capabilities could be more concrete—listing particular actions like generating workflow files or validating model outputs would strengthen it. Note: the description uses second person ('your build process') which is a minor style issue per the rubric guidelines.
Suggestions
Replace 'your build process' with third-person phrasing like 'the build process' to comply with the third-person voice requirement.
Add more concrete actions such as 'generate GitHub Actions workflow YAML, run model inference tests, validate API responses' to increase specificity.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (Groq CI/CD with GitHub Actions) and some actions (integration, testing, model validation), but the actions are somewhat general and not deeply specific—e.g., it doesn't describe concrete steps like 'create workflow YAML files', 'validate model outputs', or 'run inference benchmarks'. | 2 / 3 |
Completeness | Clearly answers both 'what' (configure Groq CI/CD integration with GitHub Actions, testing, and model validation) and 'when' (setting up automated testing, configuring CI pipelines, integrating Groq tests into build process), with explicit trigger phrases provided. | 3 / 3 |
Trigger Term Quality | Includes explicit trigger phrases like 'groq CI', 'groq GitHub Actions', 'groq automated tests', 'CI groq', plus natural keywords like 'automated testing', 'CI pipelines', and 'build process'. Good coverage of terms a user would naturally say. | 3 / 3 |
Distinctiveness Conflict Risk | The combination of 'Groq' + 'CI/CD' + 'GitHub Actions' creates a very specific niche that is unlikely to conflict with generic CI/CD skills or generic Groq usage skills. The trigger terms are well-scoped to this intersection. | 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, highly actionable skill with complete, executable code for every step of Groq CI/CD setup. The workflow clarity is excellent with validation checkpoints and error handling. The main weakness is length — the skill could be more concise by extracting the test suite and release workflow into referenced files, and by trimming sections that restate what the code already demonstrates.
Suggestions
Extract the integration test suite (Step 3) and release workflow (Step 4) into separate referenced files to improve progressive disclosure and reduce the main skill's token footprint.
Remove or condense the 'CI Best Practices' section since most points are already demonstrated in the workflow YAML comments (e.g., timeout-minutes, max_tokens, skipIf for PRs).
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is mostly efficient with executable code, but includes some unnecessary sections like the 'Prerequisites' list (Claude knows what's needed from context), the 'Resources' links, and the 'CI Best Practices' section which partially restates what's already shown in the workflow YAML comments. The release workflow in Step 4 adds moderate value but could be trimmed. | 2 / 3 |
Actionability | Fully executable code throughout: complete GitHub Actions YAML, working TypeScript test suite, bash commands for secret configuration, and a model deprecation check script. Everything is copy-paste ready with specific model names, API endpoints, and test assertions. | 3 / 3 |
Workflow Clarity | Clear 4-step sequence from workflow setup → secrets → tests → release. The model-check job includes explicit validation with error output and exit codes. The integration tests have conditional execution (skipIf), timeouts, and the workflow itself has validation gates (integration tests before publish in release workflow). | 3 / 3 |
Progressive Disclosure | The content is well-structured with clear headers and a logical flow, but it's quite long (~180 lines of content) with everything inline. The integration test suite and release workflow could be referenced as separate files. The error handling table and best practices are good but contribute to a monolithic feel. | 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 | |
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