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Cassel 647cbec54f docs: update all documentation and add AI tooling configs

- Rewrite README.md with current architecture, features and stack
- Update docs/API.md with all current endpoints (corporate, BI, client 360)
- Update docs/ARCHITECTURE.md with cache, modular queries, services, ETL
- Update docs/GUIA-USUARIO.md for all roles (admin, corporate, agente)
- Add docs/INDEX.md documentation index
- Add PROJETO.md comprehensive project reference
- Add BI-CCC-Implementation-Guide.md
- Include AI agent configs (.claude, .agents, .gemini, _bmad)
- Add netbird VPN configuration
- Add status report

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

2026-03-19 13:29:03 -04:00

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Workflow Classification Reference

Classify the skill type based on user requirements. This table is for internal use — DO NOT show to user.

3-Type Taxonomy

Type	Description	Structure	When to Use
Simple Utility	Input/output building block. Headless, composable, often has scripts. May opt out of bmad-init for true standalone use.	Single SKILL.md + scripts/	Composable building block with clear input/output, single-purpose
Simple Workflow	Multi-step process contained in a single SKILL.md. Uses bmad-init. Minimal or no prompt files.	SKILL.md + optional references/	Multi-step process that fits in one file, no progressive disclosure needed
Complex Workflow	Multi-stage with progressive disclosure, numbered prompt files at root, config integration. May support headless mode.	SKILL.md (routing) + prompt stages at root + references/	Multiple stages, long-running process, progressive disclosure, routing logic

Decision Tree

1. Is it a composable building block with clear input/output?
   └─ YES → Simple Utility
   └─ NO ↓

2. Can it fit in a single SKILL.md without progressive disclosure?
   └─ YES → Simple Workflow
   └─ NO ↓

3. Does it need multiple stages, long-running process, or progressive disclosure?
   └─ YES → Complex Workflow

Classification Signals

Simple Utility Signals

Clear input → processing → output pattern
No user interaction needed during execution
Other skills/workflows call it
Deterministic or near-deterministic behavior
Could be a script but needs LLM judgment
Examples: JSON validator, manifest checker, format converter

Simple Workflow Signals

3-8 numbered steps
User interaction at specific points
Uses standard tools (gh, git, npm, etc.)
Produces a single output artifact
No need to track state across compactions
Examples: PR creator, deployment checklist, code review

Complex Workflow Signals

Multiple distinct phases/stages
Long-running (likely to hit context compaction)
Progressive disclosure needed (too much for one file)
Routing logic in SKILL.md dispatches to stage prompts
Produces multiple artifacts across stages
May support headless/autonomous mode
Examples: agent builder, module builder, project scaffolder

Module Context (Orthogonal)

Module context is asked for ALL types:

Module-based: Part of a BMad module. Uses bmad-{modulecode}-{skillname} naming. Has bmad-manifest.json.
Standalone: Independent skill. Uses bmad-{skillname} naming.

All workflows use bmad-init by default unless explicitly opted out (truly standalone utilities).

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