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Agent Swarm Deployer

Splits huge data workloads into batches, runs them across parallel sub-agents, and merges everything back into one validated output.

AutomationAdvanced★ 332⑂ 55AI score 9/10Last updated: Oct 2, 2026

What it does

Deploys a swarm of parallel sub-agents for large, independent DATA tasks — processing 1,000 documents, analyzing datasets, bulk content generation (use agent-army for code changes).

  • Inventories the data source, reads samples, counts items, estimates tokens
  • Defines input/output schemas, then computes batch size from a token budget (70% of ~200K per agent) and swarm size
  • Launches up to 20 background agents per wave, sequencing additional waves
  • Validates returned JSON for schema, completeness and duplicates, then merges in order
  • Retries failed items (max 2 rounds) and flags you if unrecoverable items exceed 10%
  • Emits CSV/JSON/Markdown/individual files plus a final report on quality metrics and cost

Who it's for

  • Data and ops folks who must classify or summarize hundreds to thousands of records
  • Marketing/sales teams running bulk lead scoring or sentiment analysis
  • Content teams that want quality checks and failure recovery automated, not manual

Examples

  1. "Run sentiment analysis on the 3,000 reviews in reviews/ and give me a CSV"
  2. "Score the 800 leads in leads.json against this rubric"
  3. "Summarize each of the 500 markdown files in docs/ into 3 sentences as separate files"

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/OneWave-AI/claude-skills/HEAD/agent-swarm-deployer/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the agent-swarm-deployer folder from the GitHub repo OneWave-AI/claude-skills into my ~/.claude/skills/agent-swarm-deployer/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/OneWave-AI/claude-skills.git && mkdir -p ~/.claude/skills && cp -r claude-skills/agent-swarm-deployer ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal and clone the repo: git clone https://github.com/OneWave-AI/claude-skills.git
  2. Create the skills folder if needed: mkdir -p ~/.claude/skills
  3. Copy just this skill: cp -r claude-skills/agent-swarm-deployer ~/.claude/skills/
  4. Confirm the references/ folder came along — the workflow reads those files.
  5. Restart Claude Code and check that agent-swarm-deployer shows up in your skills list.
  6. Start with a 5-10 item sample run to verify output quality and cost before scaling to a full swarm.
View source on GitHub ↗License: MIT