productionos-auto-swarm-nth
CommunityIterative agent swarms for full coverage.
AuthorShaheerKhawaja
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Coordinates nth-iteration agent swarms to systematically cover a codebase and achieve 10/10 quality by repeatedly spawning, evaluating, and re-swarming agent waves until all gaps are closed.
Core Features & Use Cases
- Recursive swarm orchestration: spawns parallel agent waves, evaluates outcomes per wave, and re-swarms gaps until complete coverage and target quality.
- Flexible workflow integration: can invoke any ProductionOS skill or command within waves to apply fixes, validations, or assessments.
- Guardrails for safety and determinism: configurable limits for waves, swarm_size, max_cost, and optional worktree isolation to ensure safe, repeatable runs.
- Use Case: ideal for large codebases requiring iterative review, repair, and validation across multiple quality dimensions.
Quick Start
Invoke the Codex-native alias productionos-auto-swarm-nth to launch the nth-swarm workflow on your repository.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: productionos-auto-swarm-nth Download link: https://github.com/ShaheerKhawaja/ProductionOS/archive/main.zip#productionos-auto-swarm-nth Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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