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Agent skill

Groq Data Handling

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

A skill your agent uses when you need to keep PII out of Groq API calls, filter model responses, audit-log conversations, or track token cost and usage for a Groq integration.

MITAuto-check: notesLegal & Compliance

Install Groq Data Handling

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

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace groq-data-handling --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-data-handling .claude/skills/groq-data-handling && 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-data-handling
GitHub stars
2.8k
Token cost
~1.3k tokens
SKILL.md length
489 words
Files
3 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when you need to keep PII out of Groq API calls, filter model responses, audit-log conversations, or track token cost and usage for a Groq integration.

  • Works in 4 steps: Sanitize input — run a PII rule table… → Wrap the completion call — call… → Track usage — trackUsage(model,… → …
  • You need to keep PII out of Groq API calls
  • SKILL.md covers Overview, Prerequisites, Instructions and Output, plus 3 more sections
  • Calls npm; needs GROQ_API_KEY

What it does

Groq Data Handling is an agent skill from jeremylongshore/tons-of-skills-marketplace. Use when you need to keep PII out of Groq API calls, filter model responses, audit-log conversations, or track token cost and usage for a Groq integration. Implements prompt sanitization, PII redaction, response filtering, and usage tracking. Trigger with phrases like "groq data", "groq PII", "groq GDPR", "groq data retention", "groq privacy", "groq compliance".

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 Legal & Compliance, covering Privacy and GDPR and LLM cost and token optimization. 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

  • You need to keep PII out of Groq API calls
  • Filter model responses
  • Audit-log conversations
  • Track token cost and usage for a Groq integration

Example prompts

  • “groq data”
  • “groq PII”
  • “groq GDPR”
  • “/groq-data-handling”

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

Workflow steps

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

  1. Sanitize input — run a PII rule table over every message before it
  2. Wrap the completion call — call safeCompletion(...) instead of the raw
  3. Track usage — trackUsage(model, completion.usage, sessionId) records
  4. Audit — auditedCompletion(...) ties it together and logs a SHA-256

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:

    • Read
    • Write
    • Edit

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • 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):

    • groq.com
    • console.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 Data Handling loads about 1.3k tokens when it runs, and up to ~3.4k if it reads all its reference files. Until then it costs about 96 tokens; SKILL.md has 489 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~96
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
~3.4k

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:34
    the key; keep it in an untracked `.env` or your secret manager.

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). 489 words, ~1,255 tokens.

Download SKILL.mdSave it as .claude/skills/groq-data-handling/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
groq-data-handling
description
Use when you need to keep PII out of Groq API calls, filter model responses, audit-log conversations, or track token cost and usage for a Groq integration. Implements prompt sanitization, PII redaction, response filtering, and usage tracking. Trigger with phrases like "groq data", "groq PII", "groq GDPR", "groq data retention", "groq privacy", "groq compliance".
allowed-tools
Read, Write, Edit
compatibility
Designed for Claude Code
version
1.11.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, groq, compliance

Groq Data Handling

Overview

Manage data flowing through Groq's inference API. This skill wires a privacy pipeline around the Groq SDK: sanitize prompts before they are sent, filter responses after they return, redact PII, hash-log an audit trail, and track token usage and cost. Key fact: Groq does not use API data for model training (Groq Privacy Policy).

Prerequisites

  • Node.js project with the groq-sdk package installed (npm i groq-sdk).
  • A Groq API key exported as GROQ_API_KEY. The SDK reads it automatically from the environment — new Groq() needs no explicit argument. Never hardcode the key; keep it in an untracked .env or your secret manager.
  • Node's built-in crypto module (for the audit hash) — no install needed.

Instructions

The pipeline layers in four stages; drop simple add-ons (moderation, cost reporting) on top. Each snippet below is the skeleton — the full, copy-ready code for every stage is in references/implementation.md.

  1. Sanitize input — run a PII rule table over every message before it leaves your process, flagging which categories were caught:

    typescript
    function sanitizeMessages(messages: any[]): { messages: any[]; hadPII: boolean } {
  // apply PII_RULES to each message's content; return redacted copy + flag
}

  2. Wrap the completion call — call safeCompletion(...) instead of the raw groq.chat.completions.create, so input and response both pass the sanitizer.

  3. Track usage — trackUsage(model, completion.usage, sessionId) records token counts and estimated cost per call using a per-model price table.

  4. Audit — auditedCompletion(...) ties it together and logs a SHA-256 hash of the prompt (never the prompt text) so the audit trail carries no sensitive content.

For content moderation via Llama Guard and a daily cost report, see references/examples.md.

Groq data policy
  • Groq does not train on API request/response data.
  • Prompts and completions are processed and discarded.
  • Groq may temporarily log requests for abuse prevention.
  • For enterprise: contact Groq for DPA and SOC 2 compliance details.
Show full SKILL.md (207 more words)Show less

Output

  • Sanitized messages/responses — text with [EMAIL], [PHONE], [SSN], [CARD], [IP] placeholders swapped in for detected PII, plus a hadPII boolean and a list of redacted categories.
  • Usage records — one JSON line per call (type: "groq_usage") with model, token counts, and estimatedCostUsd.
  • Audit entries — one JSON line per call (type: "groq_audit") carrying a prompt hash, piiDetected, responseFiltered, and the usage record.
  • Cost report — an aggregated object with totalCost, totalTokens, totalCalls, and a per-model breakdown (see the sample in references/examples.md).

Error Handling

IssueCauseSolution
PII leaks in responseModel echoes sensitive inputApply response filtering on all completions
Cost spike70B model for all requestsRoute simple tasks to 8B
Missing usage dataStreaming modeUse non-streaming for tracked requests, or estimate
Audit gapsNot all code paths use wrapperLint rule: ban direct groq.chat.completions.create
GROQ_API_KEY not setKey missing from environmentExport the key before running; the SDK throws on an unauthenticated call

Examples

Minimal end-to-end use once the helpers are in place:

typescript
const { content, audit } = await auditedCompletion(sessionId, messages);
// content is PII-filtered; audit is a hash-only record safe to persist

Resources

For enterprise access controls, see the groq-enterprise-rbac skill.

© 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-data-handling 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 Data Handling 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 Data Handling compared with similar skills
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Groq Data Handling this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.3kAutomated safety check: NotesMIT
C15tc15t/c15t1.9k1 repos~1.6kAutomated safety check: PassApache-2.0
HIPAA Safe Harbor Coverage Auditmaziyarpanahi/openmed5.5k—~1.7kAutomated safety check: PassApache-2.0
Korean Privacy Termskimlawtech/korean-privacy-terms587—~2.9kAutomated safety check: PassApache-2.0
Gdpr ComplianceSushegaad/Claude-Skills-Governance-Risk-and-Compliance9461 repos~3.9kAutomated safety check: PassMIT
Hipaa ComplianceSushegaad/Claude-Skills-Governance-Risk-and-Compliance9461 repos~2.3kAutomated safety check: PassMIT

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Categories

Questions about Groq Data Handling

What does Groq Data Handling do?

A skill your agent uses when you need to keep PII out of Groq API calls, filter model responses, audit-log conversations, or track token cost and usage for a Groq integration. Groq Data Handling is an agent skill from jeremylongshore/tons-of-skills-marketplace. Use when you need to keep PII out of Groq API calls, filter model responses, audit-log conversations, or track token cost and usage for a Groq integration.

When should I use Groq Data Handling?

Groq Data Handling fits situations like: you need to keep PII out of Groq API calls; filter model responses; audit-log conversations; track token cost and usage for a Groq integration.

How do I install Groq Data Handling in Claude Code?

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

How do I install Groq Data Handling in Codex?

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

Can I use Groq Data Handling 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-data-handling -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-data-handling, .gemini/skills/groq-data-handling, .github/skills/groq-data-handling and .opencode/skills/groq-data-handling in your project.

What does Groq Data Handling need to run?

Going by SKILL.md and its folder, Groq Data Handling needs the command-line tools its instructions call (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. Compatibility (from SKILL.md): Designed for Claude Code.

Does Groq Data Handling access the network?

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

Is Groq Data Handling 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 Data Handling use?

Groq Data Handling 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 Data Handling use?

About 1.3k tokens (SKILL.md is roughly 5k 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 2.2k tokens, read only when the agent opens those files.

What are the alternatives to Groq Data Handling?

Skills that share tags, products or a category with Groq Data Handling: C15t (c15t/c15t, 1.9k stars), HIPAA Safe Harbor Coverage Audit (maziyarpanahi/openmed, 5.5k stars), Korean Privacy Terms (kimlawtech/korean-privacy-terms, 587 stars) and Gdpr Compliance (Sushegaad/Claude-Skills-Governance-Risk-and-Compliance, 946 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Groq Data Handling?

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.