mrboups/xbrain

Self-hostable, MCP-native memory backend for teams of humans and AI agents. A FastAPI service enforces a tagging contract (team/project scope, visibility, confidence, truth level, source, validation) over PostgreSQL, Qdrant, and Neo4j, with team-scoped, truth-filtered retrieval across multiple chat frontends.

This repository also configures its own agents. See what xbrain tells them →

2Stars on the repository
104Mods indexed here, across every type
22d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

gsd:secure-phase

49

mrboups/xbrain

Command Claude Code

Retroactively verify threat mitigations for a completed phase.

not rated 2 22d ago A 16 tokens original MIT

gsd:settings

50

mrboups/xbrain

Command Claude Code

Configure GSD workflow toggles and model profile.

not rated 2 22d ago A 14 tokens copy · 89% MIT

gsd:ship

51

mrboups/xbrain

Command Claude Code

Create PR, run review, and prepare for merge after verification passes.

not rated 2 22d ago A 18 tokens original MIT

gsd:sketch

52

mrboups/xbrain

Command Claude Code

Sketch UI/design ideas with throwaway HTML mockups, or propose what to sketch next (frontier mode).

not rated 2 22d ago A 28 tokens original MIT

gsd:spec-phase

53

mrboups/xbrain

Command Claude Code

Clarify WHAT a phase delivers with ambiguity scoring; produces a SPEC.md before discuss-phase.

not rated 2 22d ago A 24 tokens original MIT

gsd:spike

54

mrboups/xbrain

Command Claude Code

Spike an idea through experiential exploration, or propose what to spike next (frontier mode).

not rated 2 22d ago A 24 tokens copy · 94% MIT

gsd:stats

55

mrboups/xbrain

Command Claude Code

Display project statistics — phases, plans, requirements, git metrics, and timeline.

not rated 2 22d ago A 20 tokens original MIT

gsd:thread

56

mrboups/xbrain

Command Claude Code

Manage persistent context threads for cross-session work.

not rated 2 22d ago A 13 tokens copy · 98% MIT

gsd:ui-phase

57

mrboups/xbrain

Command Claude Code

Generate UI design contract (UI-SPEC.md) for frontend phases.

not rated 2 22d ago A 19 tokens original MIT

gsd:ui-review

58

mrboups/xbrain

Command Claude Code

Retroactive 6-pillar visual audit of implemented frontend code.

not rated 2 22d ago A 18 tokens original MIT

gsd:ultraplan-phase

59

mrboups/xbrain

Command Claude Code

Offload GSD's plan phase to Claude Code's ultraplan cloud infrastructure.

not rated 2 22d ago A 30 tokens original MIT

gsd:undo

60

mrboups/xbrain

Command Claude Code

Safe git revert. Roll back phase or plan commits using the phase manifest with dependency checks.

not rated 2 22d ago A 23 tokens original MIT

gsd:update

61

mrboups/xbrain

Command Claude Code

Update GSD to latest version with changelog display.

not rated 2 22d ago A 14 tokens original MIT

gsd:validate-phase

62

mrboups/xbrain

Command Claude Code

Retroactively audit and fill Nyquist validation gaps for a completed phase.

not rated 2 22d ago A 19 tokens copy · 89% MIT

gsd:verify-work

63

mrboups/xbrain

Command Claude Code

Validate built features through conversational UAT.

not rated 2 22d ago A 13 tokens copy · 83% MIT

gsd:workspace

64

mrboups/xbrain

Command Claude Code

Manage GSD workspaces — create, list, or remove isolated workspace environments.

not rated 2 22d ago A 20 tokens copy · 92% MIT

gsd:workstreams

65

mrboups/xbrain

Command Claude Code

Manage parallel workstreams — list, create, switch, status, progress, complete, and resume.

not rated 2 22d ago A 25 tokens copy · 88% MIT

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