Swarm Wave (Grade A) logo

Swarm Wave (Grade A)Security-tested data-ai skill for Claude AI. Grade A. Orchestrate multi-agent development sprints with wave-based parallelism. Use when the user wants to plan a swarm sprint, partition work into file-

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Daniel NikulshynReviewed by Daniel Nikulshyn·Updated July 2026

Overview

Swarm Wave is a security-tested data-ai skill for Claude AI that orchestrates multi-agent development sprints with wave-based parallelism. It helps plan a swarm sprint, partition work into file-disjoint waves, map file contention across open issues, and run a post-wave quality gate with review agents. The skill works with or without beads, sourcing waves from the beads backlog, a ROADMAP.md file, or a manually supplied work list. It tracks sprint state in SWARM-NN.md files and provides file isolation as a primary safety mechanism to prevent merge conflicts. Swarm Wave does not create beads issues, write retrospectives, or gate sprint closure; it focuses on the execution phase between backlog grooming and sprint close.

Key features

  • Wave-based parallelism
  • File-disjoint work partitioning
  • Post-wave quality gate
  • Agent backpressure management
  • Multi-agent coordination
  • Beads backlog integration

Pricing

Model
Free
Category
Skills
Rating
No reviews yet

Use cases

Planning a Swarm Sprint

Determine which issues go into which wave, optimizing for file-disjoint parallelism, and preparing for a development sprint

Executing a Wave

Launch parallel task agents per wave, enforce a blocking quality gate, and track sprint state

Post-Wave Gate

Run a quality gate with review agents after a wave has completed

Pros & Cons

Pros

  • Enables parallel task execution across multiple agents
  • Provides file isolation to prevent merge conflicts
  • Supports flexible work sourcing through beads, ROADMAP.md, or manual lists
  • Tracks sprint state and item status

Cons

  • Requires careful planning and configuration of swarm sprints
  • Depends on beads availability for some features
  • May need additional tools for backlog grooming and sprint review

Reviews

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Q&A

Does Swarm Wave integrate with other tools for backlog grooming or sprint review?

The skill itself does not create beads issues or manage retrospectives; it focuses on execution. You must use separate tools or skills for backlog grooming, retrospective writing, and sprint closure, while Swarm Wave handles coordination between those phases.

Asked by Winifred Adeyemi · May 5, 2026

What is required to use Swarm Wave for a sprint?

You need a sprint plan (e.g., via beads, ROADMAP.md, or manual list) and a SWARM‑NN.md file to track state. The skill handles wave launch, agent backpressure, and a post‑wave quality gate, but it does not create backlog items, write retrospectives, or close sprints—those must be handled separately.

Asked by Hosanna Marte · Mar 14, 2026

Can Swarm Wave source its waves from a ROADMAP.md file?

Yes. Swarm Wave can generate waves from a ROADMAP.md, a beads backlog, or a manually supplied list. If beads is unavailable, the ROADMAP or manual list becomes the sole source of truth for wave planning and sprint state.

Asked by Zelda Brandt · Mar 13, 2026

How does Swarm Wave prevent merge conflicts during parallel agent work?

Swarm Wave enforces file-disjoint work partitioning: each agent in a wave is assigned unique files, and the skill tracks this in SWARM‑NN.md. This isolation ensures agents work on separate files, eliminating merge conflicts without relying on worktrees.

Asked by Rania Nasser · Feb 13, 2026

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