parallel-cli

parallel-cli is a skill for Claude Code, Codex from NousResearch/hermes-agent. It costs 14 tokens per session (2,546 once invoked), scanned C, original, MIT.

A command-line workflow for web search, page extraction, deep research, data enrichment, entity discovery, and monitoring through the Parallel service.

In plain words
What is it for?
Use it for structured web research, extracting information from pages, enriching records, finding entities, and monitoring changes.
Why use it?
It combines multi-step research tasks and can preserve context between related searches or run longer jobs asynchronously.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it for structured web research, extracting information from pages, enriching records, finding entities, and monitoring changes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nousresearch/hermes-agent/parallel-cli
About the project

Hermes Agent is an AI assistant that learns from its use by creating and improving skills, retaining knowledge, searching past conversations, and adapting to its users. It is for people who want to run an agent through a terminal or messaging platforms while connecting it to different AI models and scheduled tasks.

NousResearch/hermes-agent · 242,680 stars · on GitHub · hermes-agent.nousresearch.com

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.

Any agent
npx skills add NousResearch/hermes-agent --skill parallel-cli
Clone the repo
git clone --depth 1 https://github.com/NousResearch/hermes-agent

Made for: Claude Code, Codex.

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 parallel-cli

README.md
[![agentmods](https://agentmods.dev/badge/skills/nousresearch/hermes-agent/parallel-cli.svg)](https://agentmods.dev/skills/nousresearch/hermes-agent/parallel-cli)
Your own site
<a href="https://agentmods.dev/skills/nousresearch/hermes-agent/parallel-cli"><img src="https://agentmods.dev/badge/skills/nousresearch/hermes-agent/parallel-cli.svg" alt="Measured on agentmods" height="20"></a>
Per session 14 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,546 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 2 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00014 $0.02546
Opus 5 $0.00007 $0.01273
Sonnet 5 $0.00003 $0.00509
Haiku 4.5 $0.00001 $0.00255

Measured 3d ago against content hash 21cb74bc6c9a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade C, and why

parallel-cli scanned grade C with 2 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 3d 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.

Downloads and executes remote codehighSupply chain

curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.

curl -fsSL https://parallel.ai/install.sh | bash

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -fsSL https://parallel.ai/install.sh | bash
Origin

Copies of this mod

8 near-identical copies found in the catalogue:

optional-skills/research/parallel-cli/SKILL.md · 392 lines

How it starts

The opening of the file, as written. The whole thing — 392 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Parallel CLI

Use parallel-cli when the user explicitly wants Parallel, or when a terminal-native workflow would benefit from Parallel's vendor-specific stack for web search, extraction, deep research, enrichment, entity discovery, or monitoring.

This is an optional third-party workflow, not a Hermes core capability.

Important expectations:

  • Parallel is a paid service with a free tier, not a fully free local tool.
  • It overlaps with Hermes native web_search / web_extract, so do not prefer it by default for ordinary lookups.
  • Prefer this skill when the user mentions Parallel specifically or needs capabilities like Parallel's enrichment, FindAll, or monitor workflows.

parallel-cli is designed for agents:

  • JSON output via --json
  • Non-interactive command execution
  • Async long-running jobs with --no-wait, status, and poll
  • Context chaining with --previous-interaction-id
  • Search, extract, research, enrichment, entity discovery, and monitoring in one CLI

When to use it

Prefer this skill when:

  • The user explicitly mentions Parallel or parallel-cli
  • The task needs richer workflows than a simple one-shot search/extract pass
  • You need async deep research jobs that can be launched and polled later
  • You need structured enrichment, FindAll entity discovery, or monitoring

Prefer Hermes native web_search / web_extract for quick one-off lookups when Parallel is not specifically requested.

Installation

Try the least invasive install path available for the environment.

Homebrew

brew install parallel-web/tap/parallel-cli

npm

npm install -g parallel-web-cli

Python package

pip install "parallel-web-tools[cli]"

Standalone installer

curl -fsSL https://parallel.ai/install.sh | bash

If you want an isolated Python install, pipx can also work:

pipx install "parallel-web-tools[cli]"
pipx ensurepath

Authentication

Interactive login:

parallel-cli login

Read the full file on GitHub · 392 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. 3d ago First seen · 392 lines · 14 tokens per session scan C 21cb74bc6c9a

Subscribe to this mod's changes

parallel-cli is a skill published in the GitHub repository NousResearch/hermes-agent (242,680 stars, last pushed today), licensed MIT. It adds 14 tokens to every session and 2,546 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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