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.

2Stars on the repository
60Mods indexed here, across every type
17d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

gsd:add-tests

01

mrboups/xbrain

Command Claude Code

Generate tests for a completed phase based on UAT criteria and implementation.

2 17d ago A 18 tokens copy · 83% MIT

mrboups/xbrain

Command Claude Code

Generate an AI-SPEC.md design contract for phases that involve building AI systems.

2 17d ago A 24 tokens original MIT

gsd:audit-fix

03

mrboups/xbrain

Command Claude Code

Autonomous audit-to-fix pipeline — find issues, classify, fix, test, commit.

2 17d ago A 25 tokens original MIT

gsd:audit-milestone

04

mrboups/xbrain

Command Claude Code

Audit milestone completion against original intent before archiving.

2 17d ago A 17 tokens copy · 84% MIT

gsd:audit-uat

05

mrboups/xbrain

Command Claude Code

Cross-phase audit of all outstanding UAT and verification items.

2 17d ago A 18 tokens copy · 91% MIT

gsd:autonomous

06

mrboups/xbrain

Command Claude Code

Run all remaining phases autonomously — discuss→plan→execute per phase.

2 17d ago A 20 tokens original MIT

gsd:capture

07

mrboups/xbrain

Command Claude Code

Capture ideas, tasks, notes, and seeds to their destination.

2 17d ago A 17 tokens original MIT

gsd:cleanup

08

mrboups/xbrain

Command Claude Code

Archive accumulated phase directories from completed milestones.

2 17d ago A 12 tokens original MIT

gsd:code-review

09

mrboups/xbrain

Command Claude Code

Review source files changed during a phase for bugs, security issues, and code quality problems.

2 17d ago A 23 tokens copy · 89% MIT

gsd:config

11

mrboups/xbrain

Command Claude Code

Configure GSD settings — workflow toggles, advanced knobs, integrations, and model profile.

2 17d ago A 22 tokens original MIT

gsd:debug

12

mrboups/xbrain

Command Claude Code

Systematic debugging with persistent state across context resets.

2 17d ago A 14 tokens copy · 100% MIT

gsd:discuss-phase

13

mrboups/xbrain

Command Claude Code

Gather phase context through adaptive questioning before planning.

2 17d ago A 16 tokens original MIT

gsd:docs-update

14

mrboups/xbrain

Command Claude Code

Generate or update project documentation verified against the codebase.

2 17d ago A 16 tokens copy · 91% MIT

gsd:eval-review

15

mrboups/xbrain

Command Claude Code

Audit an executed AI phase's evaluation coverage and produce an EVAL-REVIEW.md remediation plan.

2 17d ago A 26 tokens original MIT

gsd:execute-phase

16

mrboups/xbrain

Command Claude Code

Execute all plans in a phase with wave-based parallelization.

2 17d ago A 17 tokens copy · 92% MIT

gsd:explore

17

mrboups/xbrain

Command Claude Code

Socratic ideation and idea routing — think through ideas before committing to plans.

2 17d ago A 21 tokens original MIT

mrboups/xbrain

Command Claude Code

Extract decisions, lessons, patterns, and surprises from completed phase artifacts.

2 17d ago A 20 tokens original MIT

gsd:fast

19

mrboups/xbrain

Command Claude Code

Execute a trivial task inline — no subagents, no planning overhead.

2 17d ago A 18 tokens copy · 86% MIT

gsd:forensics

20

mrboups/xbrain

Command Claude Code

Post-mortem investigation for failed GSD workflows — diagnoses what went wrong.

2 17d ago A 22 tokens copy · 95% MIT

gsd:graphify

21

mrboups/xbrain

Command Claude Code

Build, query, and inspect the project knowledge graph in .planning/graphs/.

2 17d ago A 22 tokens original MIT

gsd:health

22

mrboups/xbrain

Command Claude Code

Diagnose planning directory health and optionally repair issues.

2 17d ago A 14 tokens original MIT

gsd:help

23

mrboups/xbrain

Command Claude Code

Show available GSD commands and usage guide.

2 17d ago A 13 tokens copy · 88% MIT

gsd:import

24

mrboups/xbrain

Command Claude Code

Ingest external plans with conflict detection against project decisions before writing anything.

2 17d ago A 19 tokens original MIT