parallel-agents

parallel-agents is a skill for Claude Code, Codex from shousper/claude-kit. It costs 91 tokens per session (1,460 once invoked), scanned A, a copy of dispatching-parallel-agents, MIT.

A coordination guide for sending separate software investigations to multiple agents at the same time. An agent is a helper that works on a specific task.

In plain words
What is it for?
Investigating independent test failures, bugs, tasks, or subsystems concurrently and combining the results without conflicts.
Why use it?
It avoids handling unrelated bugs or failures one after another when they do not share files or state.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions subagents; mentions Claude Code.

Good fit Investigating independent test failures, bugs, tasks, or subsystems concurrently and combining the results without conflicts.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/shousper/claude-kit/parallel-agents
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 shousper/claude-kit --skill parallel-agents
Clone the repo
git clone --depth 1 https://github.com/shousper/claude-kit

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-agents

README.md
[![agentmods](https://agentmods.dev/badge/skills/shousper/claude-kit/parallel-agents/github.svg)](https://agentmods.dev/skills/shousper/claude-kit/parallel-agents)
Your own site
<a href="https://agentmods.dev/skills/shousper/claude-kit/parallel-agents"><img src="https://agentmods.dev/badge/skills/shousper/claude-kit/parallel-agents/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 parallel-agents

Your own site · 80×15
<a href="https://agentmods.dev/skills/shousper/claude-kit/parallel-agents"><img src="https://agentmods.dev/badge/skills/shousper/claude-kit/parallel-agents.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 91 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,460 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 $0.00091 $0.01460
Opus 5.5 $0.00036 $0.00584
Sonnet 5.5 $0.00018 $0.00292
Haiku 4.5 $0.00009 $0.00146

Measured 1mo ago against content hash 0267a607dd03, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

parallel-agents 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 1mo 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 dispatching-parallel-agents — 39 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.

shared/skills/parallel-agents/SKILL.md · 181 lines

How it starts

The opening of the file, as written. The whole thing — 181 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Dispatching Parallel Agents

Overview

When you have multiple unrelated failures (different test files, different subsystems, different bugs), investigating them sequentially wastes time. Each investigation is independent and can happen in parallel.

Core principle: Dispatch one agent per independent problem domain. Let them work concurrently.

When to Use

digraph when_to_use {
    "Multiple failures?" [shape=diamond];
    "Are they independent?" [shape=diamond];
    "Single agent investigates all" [shape=box];
    "One agent per problem domain" [shape=box];
    "Can they work in parallel?" [shape=diamond];
    "Sequential agents" [shape=box];
    "Parallel dispatch" [shape=box];

    "Multiple failures?" -> "Are they independent?" [label="yes"];
    "Are they independent?" -> "Single agent investigates all" [label="no - related"];
    "Are they independent?" -> "Can they work in parallel?" [label="yes"];
    "Can they work in parallel?" -> "Parallel dispatch" [label="yes"];
    "Can they work in parallel?" -> "Sequential agents" [label="no - shared state"];
}

Use when:

  • 3+ test files failing with different root causes
  • Multiple subsystems broken independently
  • Each problem can be understood without context from others
  • No shared state between investigations

Don't use when:

  • Failures are related (fix one might fix others)
  • Need to understand full system state
  • Agents would interfere with each other

The Pattern

1. Identify Independent Domains

Group failures by what's broken:

  • File A tests: Tool approval flow
  • File B tests: Batch completion behavior
  • File C tests: Abort functionality

Each domain is independent - fixing tool approval doesn't affect abort tests.

2. Create Focused Agent Tasks

Each agent gets:

  • Specific scope: One test file or subsystem
  • Clear goal: Make these tests pass
  • Constraints: Don't change other code
  • Expected output: Summary of what you found and fixed

3. Dispatch in Parallel

Read the full file on GitHub · 181 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. 1mo ago First seen · 181 lines · 91 tokens per session scan A 0267a607dd03

Subscribe to this mod's changes

parallel-agents is a skill published in the GitHub repository shousper/claude-kit (4 stars, last pushed 1mo ago), licensed MIT. It adds 91 tokens to every session and 1,460 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 88% identical to dispatching-parallel-agents, differing in 39 lines, and is treated as a copy.

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