II.
Methodology JSON
Structured · livemethodology:metaswarm
Metaswarm json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "methodology:metaswarm",
"_kind": "Methodology",
"_file": "domain/methodologies/methodologies.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Metaswarm",
"description": "Autonomous multi-agent orchestration managing the complete lifecycle from GitHub\nissue to merged pull request. Coordinates 12 specialized agents through a 7-phase\nworkflow with quality gates as blocking state transitions, adversarial reviews\nwith fresh reviewers (preventing anchoring bias), mandatory TDD with 100%\ncoverage targets, human checkpoints at critical boundaries, and knowledge\npersistence across sessions.\n",
"methodologyKind": "research",
"origin": "David Sifry"
},
"outgoingEdges": [
{
"from": "methodology:metaswarm",
"to": "domain:software-engineering",
"kind": "applies_to"
}
],
"incomingEdges": [
{
"from": "lib-process:shared--metaswarm-design-review",
"to": "methodology:metaswarm",
"kind": "follows_methodology",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--metaswarm-execution-loop",
"to": "methodology:metaswarm",
"kind": "follows_methodology",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--metaswarm-knowledge-cycle",
"to": "methodology:metaswarm",
"kind": "follows_methodology",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--metaswarm-orchestrator",
"to": "methodology:metaswarm",
"kind": "follows_methodology",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--metaswarm-pr-shepherd",
"to": "methodology:metaswarm",
"kind": "follows_methodology",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--metaswarm-swarm-coordinator",
"to": "methodology:metaswarm",
"kind": "follows_methodology",
"attributes": {
"weight": 1
}
}
]
}