Updated 3mo ago
by dsifry
metaswarm
A self-improving multi-agent orchestration framework for Claude Code, Gemini CLI, and Codex CLI — 18 agents, 13 skills, 15 commands, TDD enforcement, quality gates, spec-driven development
421 GitHub stars (421)
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| Oct 1 | 0 |
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| Oct 3 | −1 |
| Oct 4 | −1 |
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| Oct 11 | +1 |
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| Oct 15 | +1 |
| Oct 16 | 0 |
- 14 skills (14 skills found in its SKILL.md files)
- 54 forks (54 forks)
- 3mo ago last update (Last updated 3mo ago)
Install
Skills CLI
npx skills add dsifry/metaswarm
Asks which skills and agents to install. Just one: npx skills add dsifry/metaswarm --skill brainstorming-extension — add -g for every project.
Claude Code
git clone https://github.com/dsifry/metaswarmcp -r "metaswarm/skills/brainstorming-extension" ~/.claude/skills/
Copies the brainstorming-extension skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add dsifry/metaswarm
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
-
brainstorming-extension
Enforces design review gate after brainstorming — bridges superpowers:brainstorming into the metaswarm quality pipeline
skills/brainstorming-extension/SKILL.md on GitHub (opens in a new tab) -
create-issue
Create comprehensive GitHub issues with TDD plans, acceptance criteria, and agent instructions for autonomous PR lifecycle management
skills/create-issue/SKILL.md on GitHub (opens in a new tab) -
design-review-gate
Automatic review gate that runs after brainstorming completes - spawns PM, Architect, Designer, Security, and CTO agents in parallel, iterates until all approve
skills/design-review-gate/SKILL.md on GitHub (opens in a new tab) -
external-tools
Delegate implementation and review tasks to external AI CLI tools (Codex, Gemini) with cross-model adversarial review
skills/external-tools/SKILL.md on GitHub (opens in a new tab) -
handling-pr-comments
Address PR review feedback systematically — fetch inline comments, review bodies, handle outside-diff-range comments, resolve threads with proper attribution
skills/handling-pr-comments/SKILL.md on GitHub (opens in a new tab) -
handoff
Analyze the current session and write a self-contained handoff document so a fresh agent can resume the work with full context — outputs a single "Read XXX.md and do YYY." sentence
skills/handoff/SKILL.md on GitHub (opens in a new tab) -
migrate
Migrate from npm-installed metaswarm to the marketplace plugin — removes redundant files with safety checks
skills/migrate/SKILL.md on GitHub (opens in a new tab) -
orchestrated-execution
4-phase execution loop for work units - IMPLEMENT, VALIDATE, ADVERSARIAL REVIEW, COMMIT
skills/orchestrated-execution/SKILL.md on GitHub (opens in a new tab) -
plan-review-gate
Automatic adversarial review gate that spawns 3 independent reviewers in parallel after any plan is drafted - all must PASS before presenting to user
skills/plan-review-gate/SKILL.md on GitHub (opens in a new tab) -
pr-shepherd
Monitor a PR through to merge — handle CI failures, review comments, and thread resolution automatically until all checks pass
skills/pr-shepherd/SKILL.md on GitHub (opens in a new tab) -
setup
Interactive project setup — detects your project, configures metaswarm, writes project-local files
skills/setup/SKILL.md on GitHub (opens in a new tab) -
start
Use when starting work on any task, when the user mentions metaswarm, or when the user wants to begin tracked development work
skills/start/SKILL.md on GitHub (opens in a new tab) -
status
Diagnostic status report — shows metaswarm installation state, project setup, and potential issues
skills/status/SKILL.md on GitHub (opens in a new tab) -
visual-review
Take screenshots of web pages and UI using Playwright for visual review and iteration
skills/visual-review/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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