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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agent

Hiring Pipeline Assistant

Hiring Pipeline Assistant is the public job-name for the Team Hire/Compass Harper hiring flywheel. Compass Harper may be the persona, but the product is the hiring workflow.

Who it is for

Operators who want help managing job search, recruiting, candidate review, or hiring packets without handing over autonomous external identity actions.

Problem it solves

It separates upstream hiring intelligence from the reserved gate of submitting, messaging, or acting as a real person.

Activation model

Inquiry first. External site submission, recruiter outreach, and application sending remain human-held reserved gates.

Proof and source paths

Team Hire MCP namespace is present in the public control plane
Talent/Growth Scout MCP already lists recruiter/application tools
Flywheel map names Compass Harper as persona, not product

Repo evidence

docs/wiki-manuals/hiring-pipeline-assistant-manual.md
lib/tool-registry/callable-mcp-tools.ts
lib/storefront/catalog.ts

Capabilities

hiring pipeline review

agent

Review opportunities, candidates, and hiring packets before any external action.

Agent use
Use Team Hire MCP tools for matching, review, guardrails, and packet composition. Never submit externally without human approval.

Runtime registry status

Primary registry

stackfast.ai/api/mcp

Status

partial public mcp

Install gate

Inquiry only until external-surface submission rules, ToS checks, browser handoff, and approval receipts are implemented.

Callable tools

team_hire.recruiter.match_jobs
team_hire.recruiter.review_queue
team_hire.application.extract_context
team_hire.application.guardrail_check
team_hire.application.compose_packet

Missing or gated tools

external application submit connector
site-specific authorization receipts

Compass Harper is the persona/front, not the Storefront product name.
The product may assist hiring and job search, but cannot act as recruiter-of-record or submit externally without approval.

Agent-readable queries

hiring pipeline assistantAI recruiter with approval gatesjob search hiring agent MCP