What Is Mansa
Understand the daily and weekly workflows Mansa runs and the key concepts behind the system.
Mansa Documentation
Mansa is the autonomous AI workforce Adullam Technologies built for BKR Capital. It processes inbound deal flow, enriches Attio CRM, and keeps the BKR team informed. It runs on schedule every weekday without manual intervention.
This documentation covers how to operate and configure the system (User Guide) and the architectural decisions behind it (Technical Reference).
User Guide
Section titled “User Guide”How to configure and operate Mansa as a BKR Capital team member.
Update a Skill
Edit what Mansa can do by uploading a revised skill file to the Claude Console.
Update the Rubric
Adjust the scoring criteria that determines whether an inbound email is a relevant deal.
Update Agent Memory
Review and edit the patterns.md memory stores agents accumulate between runs.
Change System Instruction
Update the foundational prompt that governs an agent’s role and constraints.
Update Context Files
Keep the BKR Capital context file current so agents write in the right voice and thesis.
Technical Reference
Section titled “Technical Reference”Architecture and implementation details for engineers maintaining the system.
Architecture
System-level overview of the three components and the key design decisions behind them.
BKR Agent
Coordinator + worker pattern, skills system, memory stores, and setup scripts.
Email API
FastAPI service, Microsoft Graph integration, scoped keys, and API reference.
Integrations
Anthropic, Attio, Microsoft 365, Google Slides, and Postgres: how each connection is managed.