add-parallel

add-parallel is a skill for Claude Code, Codex from sbusso/claudeclaw. It costs 0 tokens per session (2,342 once invoked), scanned A, original, MIT.

A setup guide for adding Parallel AI, a web-research service, to ClaudeClaw, an existing Claude-based application.

In plain words
What is it for?
Use it to configure Parallel AI search and deep research in ClaudeClaw with an API key, Docker, and a running ClaudeClaw installation.
Why use it?
It lets the application perform quick web searches or longer research tasks without making the main process wait, provided the required setup is available.

Skill for Claude CodeCodex

Part of the claudeclaw plugin — 27 skills shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/sbusso/claudeclaw/add-parallel
Any agent
npx skills add sbusso/claudeclaw --skill add-parallel
Clone the repo
git clone --depth 1 https://github.com/sbusso/claudeclaw

Made for: Claude Code, Codex.

Or install claudeclaw, the plugin that ships this one along with the rest of its 27 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for add-parallel

README.md
[![agentmods](https://agentmods.dev/badge/skills/sbusso/claudeclaw/add-parallel.svg)](https://agentmods.dev/skills/sbusso/claudeclaw/add-parallel)
Your own site
<a href="https://agentmods.dev/skills/sbusso/claudeclaw/add-parallel"><img src="https://agentmods.dev/badge/skills/sbusso/claudeclaw/add-parallel.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,342 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00000 $0.02342
Opus 5 $0.00000 $0.01171
Sonnet 5 $0.00000 $0.00468
Haiku 4.5 $0.00000 $0.00234

Measured 4d ago against content hash 02af20d96c93, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

add-parallel scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

8 near-identical copies found in the catalogue:

skills/add-parallel/SKILL.md · 293 lines

How it starts

The opening of the file, as written. The whole thing — 293 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Add Parallel AI Integration

Adds Parallel AI MCP integration to ClaudeClaw for advanced web research capabilities.

What This Adds

  • Quick Search - Fast web lookups using Parallel Search API (free to use)
  • Deep Research - Comprehensive analysis using Parallel Task API (asks permission)
  • Non-blocking Design - Uses ClaudeClaw scheduler for result polling (no container blocking)

Prerequisites

User must have:

  1. Parallel AI API key from https://platform.parallel.ai
  2. ClaudeClaw already set up and running
  3. Docker installed and running

Implementation Steps

Run all steps automatically. Only pause for user input when explicitly needed.

1. Get Parallel AI API Key

Use AskUserQuestion: Do you have a Parallel AI API key, or should I help you get one?

If they have one: Collect it now.

If they need one: Tell them:

  1. Go to https://platform.parallel.ai
  2. Sign up or log in
  3. Navigate to API Keys section
  4. Create a new API key
  5. Copy the key and paste it here

Wait for the API key.

2. Add API Key to Environment

Add PARALLEL_API_KEY to .env:

# Check if .env exists, create if not
if [ ! -f .env ]; then
    touch .env
fi

# Add PARALLEL_API_KEY if not already present
if ! grep -q "PARALLEL_API_KEY=" .env; then
    echo "PARALLEL_API_KEY=${API_KEY_FROM_USER}" >> .env
    echo "✓ Added PARALLEL_API_KEY to .env"
else
    # Update existing key
    sed -i.bak "s/^PARALLEL_API_KEY=.*/PARALLEL_API_KEY=${API_KEY_FROM_USER}/" .env
    echo "✓ Updated PARALLEL_API_KEY in .env"
fi

Verify:

grep "PARALLEL_API_KEY" .env | head -c 50

3. Update Container Runner

Add PARALLEL_API_KEY to allowed environment variables in src/orchestrator/container-runner.ts:

Find the line:

const allowedVars = ['CLAUDE_CODE_OAUTH_TOKEN', 'ANTHROPIC_API_KEY'];

Replace with:

const allowedVars = ['CLAUDE_CODE_OAUTH_TOKEN', 'ANTHROPIC_API_KEY', 'PARALLEL_API_KEY'];

4. Configure MCP Servers in Agent Runner

Read the full file on GitHub · 293 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 293 lines · 0 tokens per session scan A 02af20d96c93

Subscribe to this mod's changes

add-parallel is a skill published in the GitHub repository sbusso/claudeclaw (193 stars, last pushed 22d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,342 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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