add-parallel

add-parallel is a skill for Claude Code from ShinyStar307/nano---Openclaw. It costs 0 tokens per session (2,241 once invoked), scanned A, a copy of add-parallel, MIT.

An integration with Parallel AI, a service for web searching and longer research tasks. It adds quick searches and permission-based deep research to NanoClaw.

In plain words
What is it for?
Run fast web lookups, start comprehensive research tasks, and poll for results through NanoClaw’s scheduler.
Why use it?
It gives the agent a way to gather information from the web instead of relying only on its existing knowledge. Long research runs without holding a container open while results are collected.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions CLAUDE.md; names the AskUserQuestion tool.

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/shinystar307/nano---openclaw/add-parallel
Any agent
npx skills add ShinyStar307/nano---Openclaw --skill add-parallel
Clone the repo
git clone --depth 1 https://github.com/ShinyStar307/nano---Openclaw

Made for: Claude Code.

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/shinystar307/nano---openclaw/add-parallel.svg)](https://agentmods.dev/skills/shinystar307/nano---openclaw/add-parallel)
Your own site
<a href="https://agentmods.dev/skills/shinystar307/nano---openclaw/add-parallel"><img src="https://agentmods.dev/badge/skills/shinystar307/nano---openclaw/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 2,241 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin 91% copy Near-identical to another mod 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 5.1 $0.00000 $0.02241
Opus 5 $0.00000 $0.01120
Sonnet 5 $0.00000 $0.00448
Haiku 4.5 $0.00000 $0.00224

Measured 5d ago against content hash 5f8ddf7f771a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, 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 5d 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

This is a copy

91% identical to add-parallel — 46 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.claude/skills/add-parallel/SKILL.md · 291 lines

How it starts

The opening of the file, as written. The whole thing — 291 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 NanoClaw 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 NanoClaw scheduler for result polling (no container blocking)

Prerequisites

User must have:

  1. Parallel AI API key from https://platform.parallel.ai
  2. NanoClaw 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/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 · 291 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. 5d ago First seen · 291 lines · 0 tokens per session scan A 5f8ddf7f771a

Subscribe to this mod's changes

add-parallel is a skill published in the GitHub repository ShinyStar307/nano---Openclaw (5 stars, last pushed 5mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,241 tokens. A static security scan graded it A with 0 findings. It is 91% identical to add-parallel, differing in 46 lines, and is treated as a copy.

Related

Other skills, from other repositories

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

obra/superpowers · 21 tokens

local-ai-agents

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…

microsoft/ai-agents-for-beginners · 200 tokens

next-cache-components-adoption

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…

vercel/next.js · 95 tokens

next-cache-components-optimizer

Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…

vercel/next.js · 170 tokens

next-partial-prefetching-adoption

Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…

vercel/next.js · 103 tokens

chronicle

Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting…

microsoft/vscode · 72 tokens