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.

Back to Catalog

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.

Host and data posture

Where this product is meant to live.

Pipeline system for recruiters/operators; pair with Talent Scout after proof.

Commercial shape

Operator-console system

Data posture

Tenant brain required

Approval posture

Approval required

Best demo

StackFast UI

Best daily use

StackFast UIOpenClaw hosted

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.

Connector proof

Catalog is not the same as customer-ready.

This product only becomes market-ready after a real host mounts the entitled tools, a safe call succeeds, metering records the event, and a customer-safe receipt exists. Until then, the page shows the strongest proven status without rounding up.

Catalog

Runtime registry and product manifest are present.

Entitlement

Execution requires OAuth or storefront entitlement scope.

Callable

Callable tool proof is incomplete.

Metering

Metering waits on callable execution.

Customer validated

Pending fresh host-surface call receipt.

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.

Install and activate

Connect this product through the StackFast MCP endpoint. Discovery metadata is public; execution uses OAuth and storefront entitlement checks.

MCP URL

https://stackfast.ai/api/mcp

Agent subscription

This product remains request-scope until its checkout, fulfillment, and public-name gates are complete.

Client snippets

ChatGPT

Add StackFast as a custom MCP connector, then approve OAuth when prompted.

Claude

Connect a remote MCP server using the StackFast MCP URL and a tenant-scoped token or OAuth flow.

Cursor

Grok

Add StackFast as a custom MCP connector using the StackFast MCP URL and customer entitlement auth.

Product: Hiring Pipeline Assistant
Product API: https://stackfast.ai/api/store/products/hiring-pipeline-assistant
Pricing API: https://stackfast.ai/api/store/pricing/hiring-pipeline-assistant
Manifest API: https://stackfast.ai/api/store/manifests/hiring-pipeline-assistant
MCP URL: https://stackfast.ai/api/mcp
Auth: oauth_reader_or_storefront_entitlement
Checkout session API: https://stackfast.ai/api/store/checkout/session
Plans:
- Hiring pipeline scope: Request scope; checkout_ready=false; checkout_url=request_scope
Agent activation:
- Read this product manifest and pricing API.
- If a plan has checkout_ready=true, open its checkout_url or POST product_slug, plan_slug, and customer_email to the checkout session API.
- After Stripe payment, the signed webhook grants storefront_entitlements for the buyer email/account.
- Connect the LLM client to the MCP URL and approve OAuth so tools/list reflects the licensed reader surface.
- Call only tools exposed for that entitlement; unentitled execution must fail closed.

Agent-readable queries

hiring pipeline assistantAI recruiter with approval gatesjob search hiring agent MCP