feat: sync all plugins, skills, agents updates

New plugins: core-tools
New skills: auto-expense, ticket-triage, design, security-check,
  aiktop-tasks, daily-digest, imap-triage, index-update, mindmap,
  notebooklm, proc-creator, tasks-overview, validate-component,
  perfex-module, report, calendar-manager
New agents: design-critic, design-generator, design-lead,
  design-prompt-architect, design-researcher, compliance-auditor,
  metabase-analyst, gitea-integration-specialist
Updated: all plugin configs, knowledge datasets, existing skills

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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2026-03-05 17:16:15 +00:00
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# Protocolo de Knowledge Sources v2.0
**Data:** 2026-02-12
**Propósito:** Consulta inteligente de conhecimento com dual-source (NotebookLM + Dify KB)
---
## Visão Geral
Skills e agents consultam conhecimento via dual-source:
1. **NotebookLM** (primario) - Gemini 2.5 RAG com conhecimento curado
2. **Dify KB** (fallback) - Datasets tematicos quando NotebookLM insuficiente
## Fluxo de Consulta
```
1. Skill/Agent precisa conhecimento
2. Consultar NotebookLM (primario)
→ mcp__notebooklm__notebook_query notebook_id:"<id>" query:"<tema>"
3. Se resultado suficiente → usar
4. Se insuficiente → consultar Dify KB (fallback)
→ mcp__dify-kb__dify_kb_retrieve_segments dataset:"<nome>" query:"<tema>"
5. Agregar resultados
```
## Como Consultar NotebookLM (Primario)
### 1. Identificar Notebook (via notebooklm-mapping.json)
```javascript
// Ler mapeamento
const mapping = require('./notebooklm-mapping.json').mapping;
const notebook = mapping['WordPress'];
// → {notebook_id: "5be0d1a6-...", notebook_title: "WordPress e Elementor"}
```
### 2. Consultar Notebook
```
mcp__notebooklm__notebook_query notebook_id:"5be0d1a6-00f2-4cd9-b835-978cb7721601" query:"elementor custom widgets"
```
### 3. Múltiplos Notebooks
Quando o tema cobre vários notebooks, consultar em paralelo:
```
# Paralelo: WordPress + Dev
mcp__notebooklm__notebook_query notebook_id:"5be0d1a6-..." query:"tema"
mcp__notebooklm__notebook_query notebook_id:"24947ffa-..." query:"tema"
```
## Como Consultar Dify KB (Fallback)
### 1. Identificar Dataset
```javascript
mcp__dify-kb__dify_kb_retrieve_segments({
dataset: "WordPress",
query: "elementor custom widgets",
top_k: 5
});
```
### 2. Consulta Paralela (Múltiplos Datasets)
```javascript
// Lançar consultas em paralelo para datasets prioritarios
const results = await Promise.all([
dify_kb_retrieve(dataset1, query),
dify_kb_retrieve(dataset2, query)
]);
```
## Mapeamento Notebooks
Ficheiro central: `notebooklm-mapping.json` (mesmo directorio)
51 notebooks disponiveis cobrindo:
- Marketing (5 notebooks)
- Desenvolvimento (8 notebooks)
- Infraestrutura (3 notebooks)
- Gestao (3 notebooks)
- Negocio (4 notebooks)
- Automacao (3 notebooks)
- Design (2 notebooks)
## Template para Agents
Secção standard nos agents:
```markdown
## Knowledge Sources (Consultar SEMPRE)
### NotebookLM (Primario - usar PRIMEIRO)
```
mcp__notebooklm__notebook_query notebook_id:"<uuid>" query:"<tema>"
```
### Dify KB (Secundario - se NotebookLM insuficiente)
```
mcp__dify-kb__dify_kb_retrieve_segments dataset:"<nome>" query:"<tema>"
```
```
## Template para Skills
Adicionar no SKILL.md:
```markdown
# PRIMARIO: NotebookLM (Gemini 2.5 RAG)
# mcp__notebooklm__notebook_query notebook_id:"<uuid>"
# FALLBACK: Dify KB
mcp__dify-kb__dify_kb_retrieve_segments dataset:"<nome>" query:"<tema>"
```
## Metricas
Rastrear na instrumentacao:
- `kb_source`: "notebooklm" ou "dify"
- `kb_consulted`: 1 se consultou KB
- `kb_fallback`: 1 se precisou de Dify apos NotebookLM
---
**Protocolo v2.0** | 2026-02-12 | Dual-source (NotebookLM + Dify KB)