What is a Role Brain?

A Role Brain is a persistent decision-pattern repository that captures the tacit knowledge and instincts of key personnel. When an executive departs, their Role Brain remains as a corporate asset, allowing a successor to operate at full capacity from Day 1.

How does StackFast differ from standard RAG implementations?

Standard RAG retrieves text without understanding context. StackFast provides a reasoning layer that applies judgment through structured logic, builds persistent Role Brains that compound over time, and enforces knowledge sovereignty through a 3-layer governance gate.

What is Knowledge Sovereignty?

Knowledge Sovereignty means your organization's intelligence never leaks into third-party training sets. Every brain entry is tagged for compliance and M&A readiness, with audit trails generated automatically for EU AI Act, SOC2, and HIPAA compliance.

How does StackFast reduce Key-Person Risk?

StackFast captures executive decision patterns, client relationship nuances, and institutional knowledge into structured Role Brains. When key personnel leave, their judgment and instincts remain as a corporate asset, reducing onboarding time for replacements and preserving institutional intelligence.

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plugin

Business Artifact Generator MCP

Business Artifact Generator MCP is a ratified StackFast Store framework listing for Business Artifact Generator.

Who it is for

Agents, operators, and CleverQ users that need a governed StackFast capability instead of a generic chat answer.

Problem it solves

Generates, refines, saves, exports, and audits business artifacts with tenant scope and review posture.

Activation model

Store discovery is catalog-ready. Execution posture: execute-after-auth. Public go-live remains gated until Robert ratifies publication.

Proof and source paths

Public job-name ratified 2026-05-27
Two-name doctrine applied
Proof-without-recipe disclosure boundary applied
Callable tools are real repo MCP tool IDs

Repo evidence

specs/CLEVERQ_FRAMEWORK_WORKBENCH_AND_AGENTIC_STORE_ADDENDUM_2026-05-27.md
specs/WO-CLEVERQ-FW-STORE-LISTINGS-P1-2026-05-27.md
lib/tool-registry/plugin-mcp-tools.ts
lib/framework-invocation/mcp-tools.ts
lib/artifact-studio/mcp-tools.ts

Capabilities

business artifact generation

mcp

A governed document and artifact generation tool for briefs, proposals, scripts, bios, letters, and reports. Generates, refines, saves, exports, and audits business artifacts with tenant scope and review posture.

Agent use
Use Business Artifact Generator MCP through stackfast.artifact.generate, stackfast.artifact.refine, stackfast.artifact.save, stackfast.artifact.export, stackfast.artifact.audit. Required boundaries: Governed artifact lifecycle with approval, MASK, and audit posture.. Do not request raw framework bodies or protected methodology.

Runtime registry status

Primary registry

stackfast.ai/api/mcp

Status

live public mcp

Install gate

Catalog-ready only. Do not publish publicly until Robert ratifies store go-live.

Callable tools

stackfast.artifact.generate
stackfast.artifact.refine
stackfast.artifact.save
stackfast.artifact.export
stackfast.artifact.audit

Missing or gated tools

No missing tools declared for the current V1 boundary.

Framework listing layer only; no parallel CleverQ engine introduced.
Public surfaces must render the human job-name and proof-without-recipe card fields.

Agent-readable queries

business artifact generatorcreate a proposal brief with provenancegenerate a customer-ready memo with review gates