nanoclaw-gws-ea: Skill for Claude Code

.claude/skills/add-parallel/SKILL.md

add-parallel is a skill for Claude Code from taslim/nanoclaw-gws-ea. It costs 0 tokens per session (2,304 once invoked), scanned A, a copy of add-parallel, MIT.

An integration with Parallel AI, a web research service that provides quick searches and deeper research tasks. Results are checked in the background instead of keeping the agent waiting.

In plain words
What is it for?
Use it for fast web lookups or more comprehensive research through Parallel Search and Parallel Task. Longer tasks can be polled while other work continues.
Why use it?
It gives the agent a way to look up information on the web and request longer research jobs. It requires a Parallel AI API key, NanoClaw, and Docker.

Skill for Claude Code

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

This is taslim/nanoclaw-gws-ea's own configuration. It tells Claude Code how to work on nanoclaw-gws-ea itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything nanoclaw-gws-ea configures →

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is ./container/build.sh.

Reuse

Borrowing it

Nothing to install: this file belongs to taslim/nanoclaw-gws-ea. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/taslim/nanoclaw-gws-ea/main/.claude/skills/add-parallel/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/taslim/nanoclaw-gws-ea

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/taslim/nanoclaw-gws-ea/add-parallel/github.svg)](https://agentmods.dev/skills/taslim/nanoclaw-gws-ea/add-parallel)
Your own site
<a href="https://agentmods.dev/skills/taslim/nanoclaw-gws-ea/add-parallel"><img src="https://agentmods.dev/badge/skills/taslim/nanoclaw-gws-ea/add-parallel/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for add-parallel

Your own site · 80×15
<a href="https://agentmods.dev/skills/taslim/nanoclaw-gws-ea/add-parallel"><img src="https://agentmods.dev/badge/skills/taslim/nanoclaw-gws-ea/add-parallel.svg" alt="Reviewed on agentmods" width="80" 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 2,304 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 88% 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 $0.02304
Opus 5 $0.00000 $0.01152
Sonnet 5 $0.00000 $0.00461
Haiku 4.5 $0.00000 $0.00230

Measured 10d ago against content hash 04414aa72afe, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, 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 10d 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

88% identical to add-parallel — 53 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 · 294 lines

How it starts

The opening of the file, as written. The whole thing — 294 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 · 294 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. 10d ago First seen · 294 lines · 0 tokens per session scan A 04414aa72afe

Subscribe to this mod's changes

add-parallel is a skill published in the GitHub repository taslim/nanoclaw-gws-ea (11 stars, last pushed 3mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,304 tokens. A static security scan graded it A with 0 findings. It is 88% identical to add-parallel, differing in 53 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

insight-error-page

Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…

vercel/next.js · 83 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