# Data360 Beast

> Agent-ready Salesforce Data 360 operating kit: source hierarchy, phase routing,
> OpenAPI-first Connect API lookup, tested proof ledger evidence, and validation
> rules for proof-driven Data 360 agents and automation.

Site: https://architect-bertie.github.io/data360beast/
Repository: https://github.com/architect-bertie/data360beast
Skill pack: https://github.com/architect-bertie/data360beast/tree/main/skills

## Start Here

- [Agent quickstart](https://architect-bertie.github.io/data360beast/agent-quickstart.md): install and usage path.
- [Beast preflight](https://architect-bertie.github.io/data360beast/beast-preflight.md): target org, API version, data space, authorization, tools, and proof target.
- [Phase proof matrix](https://architect-bertie.github.io/data360beast/phase-proof-matrix.json): machine-readable routing, source requirements, proof targets, and forbidden assumptions.
- [Beast evals](https://architect-bertie.github.io/data360beast/beast-evals.md): prompt-level checks for endpoint discipline, data-space handling, proof, and confidence labels.
- [Skill map](https://architect-bertie.github.io/data360beast/skills.md): Beast router plus all specialist skills.
- [MCP dependencies](https://architect-bertie.github.io/data360beast/mcp-dependencies.md): companion `sf-docs` and `data360` MCP install paths.
- [Data 360 Help index](https://architect-bertie.github.io/data360beast/data360/help/index.md): 77 indexed Salesforce Help pages.
- [Data 360 Developer Guide index](https://architect-bertie.github.io/data360beast/data360/developer/index.md): 23 indexed Salesforce Developer Guide pages.
- [Data 360 model-gallery implementation map](https://architect-bertie.github.io/data360beast/data360/model-gallery-implementation-map.md): public Data 360 diagrams translated into DMO anchors, relationship paths, grain guidance, and live-build guardrails.
- [Data 360 limits source precedence](https://architect-bertie.github.io/data360beast/data360/limits-source-precedence.md): current Data 360 limits first, Data Services usage follow-through, and legacy CDP comparison rules.
- [Data 360 RAG search-index retriever playbook](https://architect-bertie.github.io/data360beast/data360/rag-search-index-retriever-playbook.md): Agentforce Data Libraries, manual search indexes, field roles, chunking, hybrid/vector search, retriever filters, prompt grounding, Flow/Apex fallbacks, and RAG troubleshooting.
- [Operating model](https://architect-bertie.github.io/data360beast/operating-model.md): the Data 360 delivery loop.
- [Proof ledger](https://architect-bertie.github.io/data360beast/proof-ledger.md): public-safe evidence, caveats, confidence labels, and promotion status.
- [Labs interface](https://architect-bertie.github.io/data360beast/labs-interface.md): Labs-to-proof-ledger promotion boundary.
- [Labs repository](https://github.com/architect-bertie/data360beast-labs): golden scenarios, synthetic journeys, payload experiments, traces, and future cookbook candidates.
- [Architecture engine map](https://architect-bertie.github.io/data360beast/data360/architecture-engine-map.md): engine-aware triage model.
- [Interoperability decision map](https://architect-bertie.github.io/data360beast/data360/interoperability-decision-map.md): ingestion, zero-copy, and hybrid pattern selection.
- [Scorecard](https://architect-bertie.github.io/data360beast/scorecard.md): readiness scores and frontier.
- [Agent manifest](https://architect-bertie.github.io/data360beast/agent-manifest.json): machine-readable metadata.

## Core Rules

- Use official Salesforce docs on demand for current setup, limits, permissions,
  and behavior.
- For limits, connector counts, quotas, billing, and feature availability,
  default to current Data 360 Limits and Guidelines. Follow Data Services
  Billable Usage Types when referenced. Use Customer Data Platform limits only
  for explicit legacy CDP scope or labeled comparison.
- Run Beast preflight for non-trivial work before choosing a phase or payload.
- Use the phase proof matrix to select the specialist skill, source type,
  minimum proof target, and forbidden assumptions.
- Use the Help and Developer Guide indexes to find likely official pages before
  fetching exact docs.
- Use the model-gallery implementation map before choosing DMOs, flattening
  source tables, creating custom relationships, or designing Data Graphs.
- Use the RAG search-index retriever playbook before designing Agentforce Data
  Libraries, manual search indexes, chunking, retriever filters, prompt
  grounding, or Flow/Apex RAG pipelines.
- Install companion MCP servers from `mcp-dependencies.md` when docs-on-demand
  or live org operations are needed.
- Use OpenAPI or user-provided Swagger for Connect API method, path, params, and
  schema shape.
- Use the proof ledger for live-tested patterns and caveats.
- Validate in the target org when authorized.
- Label unvalidated answers as documented or inferred, not proven.
- Route specialist work to the matching `sf-datacloud-*` skill after loading `data360beast`.

## Public Boundary

This repository does not publish raw Salesforce Help exports, generated docs
caches, raw Labs payload dumps, lab data, credentials, or org-specific metadata.