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
—
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 specific actions like 'generate workflow YAML files' or 'configure test runners' would strengthen it further.
Suggestions
Add more concrete actions to improve specificity, e.g., 'Generates GitHub Actions workflow YAML, configures test runners for Groq models, sets up model validation checks in CI pipelines.'
| 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 concrete—e.g., it doesn't specify what 'model validation' entails or what specific CI configuration steps are covered. | 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. | 3 / 3 |
Trigger Term Quality | Includes explicit trigger phrases like 'groq CI', 'groq GitHub Actions', 'groq automated tests', 'CI groq' which are natural terms a user would say. Also includes broader terms like 'CI pipelines', 'automated testing', and 'build process' which add good coverage. | 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 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 fully executable code examples covering GitHub Actions workflows, integration tests, secret configuration, and model deprecation checks. The workflow clarity is excellent with proper validation steps and error handling. The main weakness is that the document is quite long with all content inlined rather than split across bundle files, and the release workflow adds length for a secondary concern.
Suggestions
Consider extracting the full integration test suite (Step 3) and release workflow (Step 4) into separate bundle files, referencing them from the main SKILL.md to improve progressive disclosure.
The model names referenced in integration tests (e.g., 'llama-3.1-8b-instant', 'llama-3.3-70b-versatile') are time-sensitive and could become stale — consider adding a note about checking current model availability or placing these in a configuration section that's easy to update.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is mostly efficient but includes some unnecessary content. The overview explanation about Groq's fast inference is helpful context, but the release workflow (Step 4) adds significant length for a secondary concern. The best practices and error handling sections are concise and useful, but the overall document is quite long for what could be more tightly structured. | 2 / 3 |
Actionability | Excellent actionability throughout — the GitHub Actions YAML is copy-paste ready, the integration test suite is fully executable TypeScript with vitest, the secret configuration uses concrete `gh` CLI commands, and the model deprecation check is a complete working bash script. Every step provides real, runnable code. | 3 / 3 |
Workflow Clarity | The workflow is clearly sequenced across 4 steps with logical progression (workflow → secrets → tests → release). The CI pipeline itself includes validation checkpoints: unit tests gate before integration tests, model deprecation checks run on schedule, and the release workflow verifies integration tests before publishing. The model-check job includes explicit error handling with `set -euo pipefail` and clear pass/fail logic. | 3 / 3 |
Progressive Disclosure | The content is well-structured with clear sections and a helpful error handling table, but the document is quite long (~180 lines of content) with no bundle files to offload detail into. The full integration test suite and release workflow could be referenced as separate files rather than inlined. The 'Next Steps' reference to `groq-deploy-integration` is good but the document itself would benefit from splitting. | 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
3a2d27d
- Reviewed
Table of Contents
Is this your skill?
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.