CI Watchdog
latitude-dev/latitude-llm
Continuously monitor GitHub PR CI checks and automatically fix failures until all checks pass.
Configure Groq CI/CD integration with GitHub Actions, testing, and model validation.
Install Groq CI Integration
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill groq-ci-integration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace groq-ci-integration --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/groq-ci-integration .claude/skills/groq-ci-integration && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "groq-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/groq-ci-integration into .claude/skills/groq-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "groq-ci-integration", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/groq-ci-integrationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill groq-ci-integration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace groq-ci-integration --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/groq-ci-integration .agents/skills/groq-ci-integration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "groq-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/groq-ci-integration into .agents/skills/groq-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "groq-ci-integration", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill groq-ci-integration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace groq-ci-integration --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/groq-ci-integration .cursor/skills/groq-ci-integration && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "groq-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/groq-ci-integration into .cursor/skills/groq-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "groq-ci-integration", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/groq-ci-integration--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill groq-ci-integration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace groq-ci-integration --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/groq-ci-integration .gemini/skills/groq-ci-integration && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "groq-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/groq-ci-integration into .gemini/skills/groq-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "groq-ci-integration", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace groq-ci-integrationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill groq-ci-integration -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/groq-ci-integration .github/skills/groq-ci-integration && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "groq-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/groq-ci-integration into .github/skills/groq-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "groq-ci-integration", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill groq-ci-integration -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace groq-ci-integration --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/groq-ci-integration .opencode/skills/groq-ci-integration && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "groq-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/groq-ci-integration into .opencode/skills/groq-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "groq-ci-integration", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
groq-ci-integration- GitHub stars
- 2.8k
- Token cost
- ~1.4k tokens
- SKILL.md length
- 508 words
- Files
- 3 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Configure Groq CI/CD integration with GitHub Actions, testing, and model validation.
- Works in 4 steps: GitHub Actions workflow → Configure secrets → Integration test suite → …
- Setting up automated testing
- SKILL.md covers Overview, Prerequisites, Instructions and Output, plus 4 more sections
- Calls gh, npx and npm; needs GROQ_API_KEY
What it does
Groq CI Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. 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".
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/examples.md` and `references/implementation.md`). Compatibility notes: Designed for Claude Code
It sits in DevOps & Cloud, covering CI/CD. It works with GitHub Actions and GitHub. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- Setting up automated testing
- Configuring CI pipelines
- Integrating Groq tests into your build process
- With phrases like groq CI
Example prompts
- “groq CI”
- “groq GitHub Actions”
- “groq automated tests”
- “/groq-ci-integration”
Requirements
- Node.js
- A credential in GROQ_API_KEY
- Compatibility (from SKILL.md): Designed for Claude Code
- Pre-approved tools (allowed-tools): Read, Write, Edit, Bash(gh:*)
Workflow steps
4 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBash(gh:*)
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
ghnpxnpm
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
console.groq.comdocs.github.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
GROQ_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Context cost
Groq CI Integration loads about 1.4k tokens when it runs, and up to ~3.1k if it reads all its reference files. Until then it costs about 79 tokens; SKILL.md has 508 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 508 words, ~1,353 tokens.
Download SKILL.mdSave it as
.claude/skills/groq-ci-integration/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- groq-ci-integration
- description
- 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".
- allowed-tools
- Read, Write, Edit, Bash(gh:*)
- compatibility
- Designed for Claude Code
- version
- 1.11.0
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- tags
- saas, groq, testing, ci-cd
Groq CI Integration
Overview
Set up CI/CD pipelines for Groq integrations with unit tests (mocked), integration tests (live API), and model deprecation checks. Groq's fast inference makes live integration tests practical in CI -- a completion round-trip takes < 500ms.
Prerequisites
- GitHub repository with Actions enabled
- Groq API key stored as GitHub secret
- vitest or jest for testing
Instructions
The integration has four moving parts. Read this section for the high-level flow, then drill into the reference files for the full copy-paste blocks — the complete workflows and configuration live in references/implementation.md and the full test suite in references/examples.md.
Step 1: GitHub Actions workflow
Write .github/workflows/groq-tests.yml with three jobs: unit-tests (mocked
groq-sdk, runs on every PR, no key), integration-tests (live API,
push-to-main only, guarded by if: github.event_name != 'pull_request'), and
a weekly model-check cron that diffs the model IDs the code references against
Groq's live model list. The job skeleton:
# .github/workflows/groq-tests.yml — see references/implementation.md for full file
on:
push: { branches: [main] }
pull_request: { branches: [main] }
schedule:
- cron: "0 6 * * 1" # Weekly model deprecation check
jobs:
unit-tests: # mocked groq-sdk, no API key
integration-tests: # live API, push-to-main only
model-check: # curl /v1/models, flag deprecated IDsStep 2: Configure secrets
Store a CI-scoped key with gh secret set GROQ_API_KEY --body "gsk_your_ci_key_here". Keep it separate from the production key so it rotates
and tracks CI usage independently.
Step 3: Integration test suite
Add tests/groq.integration.ts gated on a GROQ_INTEGRATION env var (so the
file is a no-op without a key). It asserts model listing, chat completion,
streaming, and JSON mode. Full file:
references/examples.md.
Step 4: Release workflow
Gate npm publish behind a live production Groq round-trip so a broken key or
deprecated model blocks the release. Full release.yml:
references/implementation.md.
CI best practices: mock groq-sdk in unit tests, run integration tests
only on main push (saves quota), prefer llama-3.1-8b-instant (cheapest,
fastest) with low max_tokens (5-50), add timeout-minutes: 2, and schedule
the weekly deprecation check.
Show full SKILL.md (237 more words)Show less
Output
Applying this skill produces the following files in the target repository:
| File | Purpose |
|---|---|
.github/workflows/groq-tests.yml | Unit + integration + weekly model-check jobs |
.github/workflows/release.yml | Tag-triggered release gated on a live Groq check |
tests/groq.integration.ts | GROQ_INTEGRATION-gated live API test suite |
GROQ_API_KEY GitHub secret | CI-scoped key set via gh secret set |
At runtime the workflow reports three independent checks in the GitHub Actions
panel — unit-tests (green without any key), integration-tests (verbose
per-assertion output on push to main), and model-check (a code-vs-Groq
model diff that exits non-zero on any deprecated model ID).
Error Handling
| Issue | Cause | Solution |
|---|---|---|
| Secret not found | GROQ_API_KEY not configured | gh secret set GROQ_API_KEY |
| Integration test timeout | Network issue or rate limit | Increase timeout, add retry |
| Model check fails | Model deprecated | Update model ID in source code |
| Flaky tests | Rate limiting in CI | Add backoff, run integration tests less often |
Examples
Set the CI secret and scaffold the workflow. Store a dedicated CI key, then drop in the workflow from the reference file:
gh secret set GROQ_API_KEY --body "gsk_your_ci_key_here"
# copy .github/workflows/groq-tests.yml from references/implementation.mdRun the integration suite locally before pushing. The suite is inert without the flag, so opt in explicitly:
GROQ_INTEGRATION=1 npx vitest tests/groq.integration.ts --reporter=verboseFull walkthroughs: references/implementation.md (workflows, secrets, release gate) and references/examples.md (complete integration test suite + how to read the CI output).
Resources
Next Steps
For deployment patterns — provisioning production keys, environment promotion,
and rollback on a failed Groq health check — see the groq-deploy-integration
skill, which picks up where this CI gate leaves off.
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 2 other files (references) in skills/.curated/groq-ci-integration of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/examples.md
- references/implementation.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Groq CI Integration next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Groq CI Integration this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.4k | Automated safety check: Pass | MIT | |
| CI Watchdoglatitude-dev/latitude-llm | 4.7k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Megatron-LM CI Failure TriageNVIDIA/Megatron-LM | 18k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Parallel CI Triagespencerpauly/awesome-cursor-skills | 844 | — | ~793 | Automated safety check: Pass | CC0-1.0 | |
| Gh Fix CIJetBrains/skills | 366 | 7 repos | ~953 | Automated safety check: Pass | Apache-2.0 | |
| Devops Pipelineluongnv89/skills | 131 | — | ~4.8k | Automated safety check: Pass | MIT |
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Questions about Groq CI Integration
What does Groq CI Integration do?
Configure Groq CI/CD integration with GitHub Actions, testing, and model validation. Groq CI Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Configure Groq CI/CD integration with GitHub Actions, testing, and model validation.
When should I use Groq CI Integration?
Groq CI Integration fits situations like: setting up automated testing; configuring CI pipelines; integrating Groq tests into your build process; with phrases like groq CI.
How do I install Groq CI Integration in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill groq-ci-integration -a claude-code`. Or copy the skill folder (skills/.curated/groq-ci-integration in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/groq-ci-integration in your project. Claude Code loads it when a task matches its description.
How do I install Groq CI Integration in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill groq-ci-integration -a codex`. Or copy the skill folder (skills/.curated/groq-ci-integration in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/groq-ci-integration in your project. Codex loads it when a task matches its description.
Can I use Groq CI Integration in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill groq-ci-integration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/groq-ci-integration, .gemini/skills/groq-ci-integration, .github/skills/groq-ci-integration and .opencode/skills/groq-ci-integration in your project.
What does Groq CI Integration need to run?
Going by SKILL.md and its folder, Groq CI Integration needs the command-line tools its instructions call (gh, npx and npm) and credentials named GROQ_API_KEY. Our summary lists: Node.js; A credential in GROQ_API_KEY. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(gh:*). Compatibility (from SKILL.md): Designed for Claude Code.
Does Groq CI Integration access the network?
SKILL.md names 2 domains. As links in the text: console.groq.com and docs.github.com. This is read from the text; nothing was executed.
Is Groq CI Integration safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Groq CI Integration use?
Groq CI Integration is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Groq CI Integration use?
About 1.4k tokens (SKILL.md is roughly 5.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.7k tokens, read only when the agent opens those files.
What are the alternatives to Groq CI Integration?
Skills that share tags, products or a category with Groq CI Integration: CI Watchdog (latitude-dev/latitude-llm, 4.7k stars), Megatron-LM CI Failure Triage (NVIDIA/Megatron-LM, 18k stars), Parallel CI Triage (spencerpauly/awesome-cursor-skills, 844 stars) and Gh Fix CI (JetBrains/skills, 366 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Groq CI Integration?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.