Collect Groq debug evidence for support tickets and troubleshooting.

MITAuto-check: notesSales & Support

Install Groq Debug Bundle

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill groq-debug-bundle -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace groq-debug-bundle --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-debug-bundle .claude/skills/groq-debug-bundle && rm -rf skills-src

Use ~/.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/

Facts

Skill name
groq-debug-bundle
GitHub stars
2.8k
Token cost
~1.3k tokens
SKILL.md length
522 words
Files
3 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Collect Groq debug evidence for support tickets and troubleshooting.

  • Works in 6 steps: Environment — capture OS, Node/Python… → Connectivity — hit GET /openai/v1/models… → Rate limits — send a 1-token completion… → …
  • Encountering persistent issues
  • SKILL.md covers Current State, Overview, Prerequisites and Instructions, plus 6 more sections
  • Calls node, python3 and npm; needs GROQ_API_KEY

What it does

Groq Debug Bundle is an agent skill from jeremylongshore/tons-of-skills-marketplace. Collect Groq debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Groq problems. Trigger with phrases like "groq debug", "groq support bundle", "collect groq logs", "groq diagnostic".

Its SKILL.md is about 1.3k 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 Sales & Support, covering Customer support. It works with Python. 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

  • Encountering persistent issues
  • Preparing support tickets
  • Collecting diagnostic information for Groq problems
  • With phrases like groq debug

Example prompts

  • “groq debug”
  • “groq support bundle”
  • “collect groq logs”
  • “/groq-debug-bundle”

Requirements

  • Python 3
  • A credential in GROQ_API_KEY
  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Bash(grep:*), Bash(curl:*), Bash(tar:*)

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Environment — capture OS, Node/Python versions, installed Groq SDK versions, and a masked key fingerprint (length + 4-char prefix only…
  2. Connectivity — hit GET /openai/v1/models to confirm auth and count available models.
  3. Rate limits — send a 1-token completion and grab the x-ratelimit-*, retry-after, and x-request-id response headers.
  4. Latency — time a minimal completion against each model of interest.
  5. Log extraction — grep recent Groq/429/rate-limit errors from logs/*.log and mask any gsk_ keys and .env values.
  6. Package — tar -czf the directory, remove the working copy, and print a review reminder.

What it can do on your machine

Read from SKILL.md and the folder at commit 80f86df. 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:

    • Bash(grep:*)
    • Bash(curl:*)
    • Bash(tar:*)

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • node
    • python3
    • npm

    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.com
    • status.groq.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 Debug Bundle loads about 1.3k tokens when it runs, and up to ~2.8k if it reads all its reference files. Until then it costs about 78 tokens; SKILL.md has 522 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~78
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.8k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteMentions a .env fileSKILL.md:50
    ogs/*.log` and mask any `gsk_` keys and `.env` values.

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 80f86df, republished under its MIT licence (© jeremylongshore). 522 words, ~1,284 tokens.

Download SKILL.mdSave it as .claude/skills/groq-debug-bundle/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
groq-debug-bundle
description
Collect Groq debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Groq problems. Trigger with phrases like "groq debug", "groq support bundle", "collect groq logs", "groq diagnostic".
allowed-tools
Bash(grep:*), Bash(curl:*), Bash(tar:*)
compatibility
Designed for Claude Code
version
1.11.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, groq, debugging

Groq Debug Bundle

Current State

!node --version 2>/dev/null || echo 'N/A' !python3 --version 2>/dev/null || echo 'N/A' !npm list groq-sdk 2>/dev/null | grep groq-sdk || echo 'groq-sdk not installed'

Overview

Collect all diagnostic information needed to resolve Groq API issues. Produces a redacted support bundle (a .tar.gz) with environment info, SDK version, connectivity test results, rate limit headers, per-model latency, and redacted application logs — everything a Groq support engineer needs, with secrets masked before the archive is written.

Prerequisites

  • GROQ_API_KEY set in environment
  • curl and jq available
  • Access to application logs (optional — the log step is skipped if logs/ is absent)

Instructions

The bundle is assembled by a six-step shell script. Each step appends to a file inside a timestamped $BUNDLE_DIR; the final step tars it and deletes the working copy. Run the steps in order in one shell, or paste the whole sequence into a script.

  1. Environment — capture OS, Node/Python versions, installed Groq SDK versions, and a masked key fingerprint (length + 4-char prefix only, never the key).
  2. Connectivity — hit GET /openai/v1/models to confirm auth and count available models.
  3. Rate limits — send a 1-token completion and grab the x-ratelimit-*, retry-after, and x-request-id response headers.
  4. Latency — time a minimal completion against each model of interest.
  5. Log extraction — grep recent Groq/429/rate-limit errors from logs/*.log and mask any gsk_ keys and .env values.
  6. Package — tar -czf the directory, remove the working copy, and print a review reminder.

The skeleton of Step 1 (the rest is in the full walkthrough):

bash
#!/bin/bash
set -euo pipefail
BUNDLE_DIR="groq-debug-$(date +%Y%m%d-%H%M%S)"
mkdir -p "$BUNDLE_DIR"
# ... append environment, connectivity, rate-limits, latency, logs ...

See references/implementation.md for the complete, copy-pasteable six-step script.

Output

A single archive named groq-debug-TIMESTAMP.tar.gz (where TIMESTAMP is YYYYMMDD-HHMMSS) containing:

FilePurposeSensitive?
environment.txtNode/Python versions, SDK version, key fingerprintKey prefix only
connectivity.txtAPI reachability, model countNo
rate-limits.txtCurrent rate limit headersNo
latency.txtResponse times per modelNo
app-logs.txtRecent error logs (redacted)Redacted
config-redacted.txtConfig keys only (values masked)Redacted

The TypeScript diagnostic (see Examples) instead prints a JSON report with auth, modelsAvailable, completion, latencyMs, model, and usage.

Show full SKILL.md (193 more words)Show less

Error Handling

  • GROQ_API_KEY unset — environment.txt records NOT SET and every curl step returns 401; export the key before collecting.
  • 401 Invalid API Key — the key is wrong or revoked; the bundle still captures the failure, which is the evidence support needs.
  • jq: command not found — install jq, or the connectivity/model-count lines will be empty (the rest of the bundle still builds).
  • No logs/ directory — Step 5 is skipped silently; the bundle omits app-logs.txt rather than failing.
  • 429 during latency/rate-limit steps — expected when debugging throttling; the captured retry-after and x-ratelimit-* headers are the point. For deeper 429 handling see groq-rate-limits.

ALWAYS Redact Before Sharing

  • API keys (anything starting with gsk_)
  • Bearer tokens
  • PII (emails, names, IDs)
  • Internal hostnames and IPs

Examples

A quick SDK-based diagnostic that confirms auth, lists models, times a completion, and prints a JSON report:

typescript
import Groq from "groq-sdk";
const groq = new Groq();
const models = await groq.models.list();  // 401 here = bad key
console.log(models.data.map((m) => m.id));

Full TypeScript diagnostic, healthy/bad-key sample outputs, and an end-to-end shell run with the resulting tarball listing are in references/examples.md.

Resources

Next Steps

For rate limit and 429 throttling issues, escalate to the groq-rate-limits skill, which covers backoff strategy and quota inspection in depth.

© 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-debug-bundle of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/examples.md
  • references/implementation.md

Open the folder on GitHubat commit 80f86df

Compare with similar skills

Groq Debug Bundle 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.

Groq Debug Bundle compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Groq Debug Bundle this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.3kAutomated safety check: NotesMIT
Supporthaacked/dotfiles134—~2.9kAutomated safety check: PassNone
Company Brain Company QAtopoteretes/cognee32k—~750Automated safety check: NotesApache-2.0
Shopify Admin Address Correction40RTY-ai/shopify-admin-skills194—~1.5kAutomated safety check: PassMIT
Ecommerce Seller Infobrowser-act/skills6.1k—~1.2kAutomated safety check: PassMIT
Etsy Shop Catalogbrowser-act/skills6.1k—~1.9kAutomated safety check: PassMIT

Similar skills

  • Support

    haacked/dotfiles

    Support hero workflow — start a ticket investigation with auto-organized notes, find existing notes, or generate the weekly highlights log.

    134 GitHub stars~2.9k tokensUpdated today
    Sales & SupportAuto-check passed
  • Company Brain Company QA

    topoteretes/cognee

    Build one company memory from a SQL database, a support ticket export and a folder of documents, linked into one graph by cognee, then answer questions that need several of those sources together.

    32k GitHub stars~750 tokensUpdated today
    Sales & SupportAuto-check: notes
  • Shopify Admin Address Correction

    40RTY-ai/shopify-admin-skills

    Update the shipping address on an unfulfilled order before it ships.

    194 GitHub stars~1.5k tokensUpdated 1 mo ago
    Sales & SupportAuto-check passed
  • Ecommerce Seller Info

    browser-act/skills

    Extract seller or merchant profile data from marketplace platform seller pages.

    6.1k GitHub stars~1.2k tokensUpdated 1 mo ago
    Sales & SupportAuto-check passed
  • Etsy Shop Catalog

    browser-act/skills

    Etsy shop catalog scraper: given an Etsy shop URL (e.g. An agent skill from browser-act/skills.

    6.1k GitHub stars~1.9k tokensUpdated 1 mo ago
    Sales & SupportAuto-check passed
  • Taobao Keyword Search

    browser-act/skills

    Search Taobao and Tmall product listings by keyword, returning paginated product cards with title, price, shop, image, sales, and tags.

    6.1k GitHub stars~1.6k tokensUpdated 1 mo ago
    Sales & SupportAuto-check passed

More from jeremylongshore/tons-of-skills-marketplace

All 3,342 skills in this repo
  • Performing Security Code Review

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.

    2.8k GitHub starsUsed in 2 repos~1.3k tokens
    Auto-check: notes
  • Adapting Transfer Learning Models

    jeremylongshore/tons-of-skills-marketplace

    Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.

    2.8k GitHub stars~1.1k tokensUpdated today
    Auto-check passed
  • Agent Context Loader

    jeremylongshore/tons-of-skills-marketplace

    Execute proactive auto-loading: automatically detects and loads agents.md files.

    2.8k GitHub stars~1.1k tokensUpdated today
    Auto-check passed
  • Aggregating Performance Metrics

    jeremylongshore/tons-of-skills-marketplace

    Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.

    2.8k GitHub stars~1.2k tokensUpdated today
    Auto-check passed
  • Analyzing Capacity Planning

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.

    2.8k GitHub stars~947 tokensUpdated today
    Auto-check passed
  • Analyzing Database Indexes

    jeremylongshore/tons-of-skills-marketplace

    Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.

    2.8k GitHub stars~2k tokensUpdated today
    Auto-check passed

Works with

Categories

Questions about Groq Debug Bundle

What does Groq Debug Bundle do?

Collect Groq debug evidence for support tickets and troubleshooting. Groq Debug Bundle is an agent skill from jeremylongshore/tons-of-skills-marketplace. Collect Groq debug evidence for support tickets and troubleshooting.

When should I use Groq Debug Bundle?

Groq Debug Bundle fits situations like: encountering persistent issues; preparing support tickets; collecting diagnostic information for Groq problems; with phrases like groq debug.

How do I install Groq Debug Bundle in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill groq-debug-bundle -a claude-code`. Or copy the skill folder (skills/.curated/groq-debug-bundle in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/groq-debug-bundle in your project. Claude Code loads it when a task matches its description.

How do I install Groq Debug Bundle in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill groq-debug-bundle -a codex`. Or copy the skill folder (skills/.curated/groq-debug-bundle in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/groq-debug-bundle in your project. Codex loads it when a task matches its description.

Can I use Groq Debug Bundle 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-debug-bundle -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-debug-bundle, .gemini/skills/groq-debug-bundle, .github/skills/groq-debug-bundle and .opencode/skills/groq-debug-bundle in your project.

What does Groq Debug Bundle need to run?

Going by SKILL.md and its folder, Groq Debug Bundle needs the command-line tools its instructions call (node, python3 and npm) and credentials named GROQ_API_KEY. Our summary lists: Python 3; A credential in GROQ_API_KEY. Its frontmatter pre-approves these tools: Bash(grep:*), Bash(curl:*), Bash(tar:*). Compatibility (from SKILL.md): Designed for Claude Code.

Does Groq Debug Bundle access the network?

SKILL.md names 2 domains. As links in the text: console.groq.com and status.groq.com. This is read from the text; nothing was executed.

Is Groq Debug Bundle safe to install?

Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Groq Debug Bundle use?

Groq Debug Bundle 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 Debug Bundle use?

About 1.3k tokens (SKILL.md is roughly 5.1k 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 1.6k tokens, read only when the agent opens those files.

What are the alternatives to Groq Debug Bundle?

Skills that share tags, products or a category with Groq Debug Bundle: Support (haacked/dotfiles, 134 stars), Company Brain Company QA (topoteretes/cognee, 32k stars), Shopify Admin Address Correction (40RTY-ai/shopify-admin-skills, 194 stars) and Ecommerce Seller Info (browser-act/skills, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Groq Debug Bundle?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,825 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 9, 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.