II.
Methodology overview
Reference · livemethodology:metaswarm
Metaswarm overview
Autonomous multi-agent orchestration managing the complete lifecycle from GitHub issue to merged pull request. Coordinates 12 specialized agents through a 7-phase workflow with quality gates as blocking state transitions, adversarial reviews with fresh reviewers (preventing anchoring bias), mandatory TDD with 100% coverage targets, human checkpoints at critical boundaries, and knowledge persistence across sessions.
Attributes
displayName
Metaswarm
description
Autonomous multi-agent orchestration managing the complete lifecycle from GitHub
issue to merged pull request. Coordinates 12 specialized agents through a 7-phase
workflow with quality gates as blocking state transitions, adversarial reviews
with fresh reviewers (preventing anchoring bias), mandatory TDD with 100%
coverage targets, human checkpoints at critical boundaries, and knowledge
persistence across sessions.
methodologyKind
research
origin
David Sifry
Outgoing edges
applies_to1
- domain:software-engineering·DomainSoftware Engineering
Incoming edges
follows_methodology6
- lib-process:shared--metaswarm-design-review·LibraryProcessmethodologies/metaswarm/metaswarm-design-review
- lib-process:shared--metaswarm-execution-loop·LibraryProcessmethodologies/metaswarm/metaswarm-execution-loop
- lib-process:shared--metaswarm-knowledge-cycle·LibraryProcessmethodologies/metaswarm/metaswarm-knowledge-cycle
- lib-process:shared--metaswarm-orchestrator·LibraryProcessmethodologies/metaswarm/metaswarm-orchestrator
- lib-process:shared--metaswarm-pr-shepherd·LibraryProcessmethodologies/metaswarm/metaswarm-pr-shepherd
- lib-process:shared--metaswarm-swarm-coordinator·LibraryProcessmethodologies/metaswarm/metaswarm-swarm-coordinator