Capabilities
Elite real-time governance& hotfix automation
Glass-box AI that maps your active project to six isolated local ledger slices inside a hidden .msgf/ directory — eliminating lag and context noise.
Structural ingest
The 6-Pillar Structural Ingest Engine
MSGF maps your active development project to six isolated, ultra-performance local ledger slices inside a hidden .msgf/ directory to eliminate system lag and context noise:
- P1
Static Ledger
Enforces hard codebase compliance laws; instantly drops a ruby-red HALT on critical syntax regressions.
- P2
Flow Sequence
Maps structural deployment priority and multi-file code dependencies.
- P3
Entity Profiles
Secures identities, tokens, and multi-tenant sandboxing boundaries.
- P4
State Ledger
Active "Flight Recorder" tracking your live-memory typing rhythm dynamics (HAL).
- P5
Local Variables
Shards front-end module context to save token waste.
- P6
Constraint Ledger
Automatically captures local compilation histories and negative patterns.
IDE integration
The Native IDE "Bug Button"
Highlight broken architecture and press the Bug Button. The extension streams the P6 error ledger directly to our Cloud Run network, spinning up a silent Shadow Mode simulation to draft a fix without blocking your local compilation environment.
Step 5 CONVERGE
Multi-File Batch-Fixing Protocol
Stop playing whack-a-mole with errors. MSGF executes a project-wide sweep, leveraging our Step 5 (CONVERGE) cross-model consensus loop to push an elite arbitration check between Gemini and Claude — delivering a perfectly unified multi-file git patch.