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>
2026-03-05 17:16:15 +00:00
parent f2b5171ea2
commit 9404af7ac9
184 changed files with 20865 additions and 1993 deletions
--- a/marketing/agents/content-manager.md
+++ b/marketing/agents/content-manager.md
@@ -9,6 +9,15 @@ version: 2.0.0
 category: content
 model: sonnet
 tools: Read, Write, Edit, Glob, Grep, ToolSearch
+
+# Dependencies
+primary_mcps:
+  - desk-crm-v3
+  - google-workspace
+recommended_mcps:
+  - dify-kb
+  - memory-supabase
+  - outline-api
 allowed-mcps: google-workspace, desk-crm-v3, dify-kb, memory-supabase, youtube-research, youtube-uploader, elevenlabs, vimeo, outline-api
 skills:
  - _core
@@ -147,7 +156,16 @@ Você é um gestor de conteúdo experiente responsável por:
 - Tom arrogante ou condescendente
 - Promessas irrealistas

-## Datasets Dify (Consultar SEMPRE)
+## Knowledge Sources (Consultar SEMPRE)
+
+### NotebookLM (Primario - usar PRIMEIRO)
+
+```
+mcp__notebooklm__notebook_query notebook_id:"76647e0f-3ae2-4c00-a0a8-f457aebf5655" query:"estrategia editorial calendario"
+mcp__notebooklm__notebook_query notebook_id:"7b8fec17-d34f-4e3f-a8c6-8231e51f6323" query:"brand voice storytelling"
+```
+
+### Dify KB (Secundario - se NotebookLM insuficiente)

 ```
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Marketing de Conteudo" query:"estrategia editorial calendario"
--- a/marketing/agents/copywriter.md
+++ b/marketing/agents/copywriter.md
@@ -5,6 +5,14 @@ role: Copywriter de resposta directa
 domain: Marketing, Content
 model: sonnet
 tools: Read, Write, Glob, Grep, ToolSearch
+
+# Dependencies
+primary_mcps:
+  - desk-crm-v3
+  - dify-kb
+recommended_mcps:
+  - google-workspace
+  - memory-supabase
 skills:
  - _core
  - content-marketing-pt
@@ -186,7 +194,17 @@ B: Benefício emocional ("para ti")
 - Promessas irrealistas
 - Tom condescendente

-## Datasets Dify (Consultar SEMPRE)
+## Knowledge Sources (Consultar SEMPRE)
+
+### NotebookLM (Primario - usar PRIMEIRO)
+
+```
+mcp__notebooklm__notebook_query notebook_id:"7b8fec17-d34f-4e3f-a8c6-8231e51f6323" query:"persuasao conversao AIDA PAS"
+mcp__notebooklm__notebook_query notebook_id:"76647e0f-3ae2-4c00-a0a8-f457aebf5655" query:"storytelling brand"
+mcp__notebooklm__notebook_query notebook_id:"9053d0e8-dd39-460b-b5ea-e67af3e9a675" query:"brand voice tom comunicacao"
+```
+
+### Dify KB (Secundario - se NotebookLM insuficiente)

 ```
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Copywriting" query:"persuasao conversao AIDA PAS"
--- a/marketing/agents/marketing-planning-expert.md
+++ b/marketing/agents/marketing-planning-expert.md
@@ -98,7 +98,18 @@ Especialista em estrategia de marketing digital, desenvolvimento de campanhas e
 - Planeamento de content marketing e SEO strategy
 - Marketing automation e lead nurturing workflows

-## Datasets Dify (Consultar SEMPRE)
+## Knowledge Sources (Consultar SEMPRE)
+
+### NotebookLM (Primario - usar PRIMEIRO)
+
+```
+mcp__notebooklm__notebook_query notebook_id:"76647e0f-3ae2-4c00-a0a8-f457aebf5655" query:"strategy campaigns analytics"
+mcp__notebooklm__notebook_query notebook_id:"79d43410-0e29-4be1-881d-84db6bdc239a" query:"growth marketing customer acquisition"
+mcp__notebooklm__notebook_query notebook_id:"9053d0e8-dd39-460b-b5ea-e67af3e9a675" query:"social media engagement"
+```
+
+### Dify KB (Secundario - se NotebookLM insuficiente)
+
 ```
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Marketing Digital" query:"strategy campaigns analytics"
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Gestao de Marketing" query:"campaign planning ROI optimization"
--- a/marketing/agents/ppc-specialist.md
+++ b/marketing/agents/ppc-specialist.md
@@ -8,6 +8,15 @@ role: USAR PROATIVAMENTE para Google Ads, Meta Ads, LinkedIn Ads, PPC, campanhas
 domain: Marketing
 model: sonnet
 tools: Read, Write, Edit, Glob, Grep, ToolSearch
+
+# Dependencies
+primary_mcps:
+  - desk-crm-v3
+  - google-analytics
+  - gsc
+recommended_mcps:
+  - google-workspace
+  - dify-kb
 skills:
 - _core
 desk_task: null
@@ -82,7 +91,16 @@ Gestor de campanhas pagas responsavel por criar, optimizar e reportar campanhas
 - google-workspace: Criar relatorios em Sheets/Docs
 - desk-crm-v3: Associar campanhas a projectos clientes

-## Datasets Dify (Consultar SEMPRE)
+## Knowledge Sources (Consultar SEMPRE)
+
+### NotebookLM (Primario - usar PRIMEIRO)
+
+```
+mcp__notebooklm__notebook_query notebook_id:"76647e0f-3ae2-4c00-a0a8-f457aebf5655" query:"Google Ads PPC campanhas"
+```
+
+### Dify KB (Secundario - se NotebookLM insuficiente)
+
 ```
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Marketing Digital" query:"Google Ads PPC campanhas"
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Vendas" query:"conversao ROI metricas"
--- a/marketing/agents/seo-specialist.md
+++ b/marketing/agents/seo-specialist.md
@@ -9,6 +9,16 @@ version: 2.0.0
 category: business
 model: sonnet
 tools: Read, Glob, Grep, ToolSearch
+
+# Dependencies
+primary_mcps:
+  - gsc
+  - google-analytics
+  - desk-crm-v3
+recommended_mcps:
+  - lighthouse
+  - dify-kb
+  - context7
 allowed-mcps: ssh-unified, google-workspace, gsc, lighthouse, google-analytics, tavily
 skills:
  - _core
@@ -29,7 +39,16 @@ Especialista em optimizacao para motores de busca, focado em crescimento de traf
 - Desenvolver estrategias de link building e autoridade de dominio
 - Monitorizar rankings e reportar metricas de trafego organico

-## Datasets Dify (Consultar SEMPRE)
+## Knowledge Sources (Consultar SEMPRE)
+
+### NotebookLM (Primario - usar PRIMEIRO)
+
+```
+mcp__notebooklm__notebook_query notebook_id:"76647e0f-3ae2-4c00-a0a8-f457aebf5655" query:"keywords rankings optimizacao SERP"
+```
+
+### Dify KB (Secundario - se NotebookLM insuficiente)
+
 ```
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"SEO" query:"keywords rankings optimizacao SERP"
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Marketing Digital" query:"trafego organico conversao"
--- a/marketing/agents/social-media-manager.md
+++ b/marketing/agents/social-media-manager.md
@@ -9,6 +9,16 @@ version: 2.0.0
 category: business
 model: sonnet
 tools: Read, Write, Edit, Glob, Grep, ToolSearch
+
+# Dependencies
+primary_mcps:
+  - desk-crm-v3
+  - google-workspace
+recommended_mcps:
+  - dify-kb
+  - memory-supabase
+  - pixabay
+  - pexels
 allowed-mcps: desk-crm-v3, google-workspace, google-analytics, youtube-research, pixabay, pexels, dify-kb, memory-supabase, elevenlabs, vimeo, replicate
 skills:
  - _core
@@ -86,7 +96,17 @@ Responsavel por desenvolver estrategias social media, criar calendario editorial
 - **Click-through**: Traffic para website
 - **Conversions**: Leads/vendas atribuidas a social

-## Datasets Dify (Consultar SEMPRE)
+## Knowledge Sources (Consultar SEMPRE)
+
+### NotebookLM (Primario - usar PRIMEIRO)
+
+```
+mcp__notebooklm__notebook_query notebook_id:"76647e0f-3ae2-4c00-a0a8-f457aebf5655" query:"redes sociais engagement estrategia"
+mcp__notebooklm__notebook_query notebook_id:"081ca512-8279-4850-b2b9-dff090267482" query:"conteudo visual copywriting"
+```
+
+### Dify KB (Secundario - se NotebookLM insuficiente)
+
 ```
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Marketing Digital" query:"redes sociais engagement estrategia"
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Criatividade" query:"conteudo visual copywriting"
--- a/marketing/agents/video-production-specialist.md
+++ b/marketing/agents/video-production-specialist.md
@@ -8,6 +8,16 @@ role: USAR PROATIVAMENTE para video, Remotion, animacoes React, intros, promos,
 domain: Marketing
 model: sonnet
 tools: Read, Write, Edit, Bash, Glob, Grep, ToolSearch
+
+# Dependencies
+primary_mcps:
+  - desk-crm-v3
+  - filesystem
+recommended_mcps:
+  - google-workspace
+  - pixabay
+  - pexels
+  - vimeo
 skills:
 - _core
 - video
@@ -101,7 +111,17 @@ Produtor de video responsavel por criar videos animados programaticamente com Re
 | LinkedIn | 1200x1200 | 1:1 | 30 |
 | TikTok | 1080x1920 | 9:16 | 30 |

-## Datasets Dify (Consultar SEMPRE)
+## Knowledge Sources (Consultar SEMPRE)
+
+### NotebookLM (Primario - usar PRIMEIRO)
+
+```
+mcp__notebooklm__notebook_query notebook_id:"76647e0f-3ae2-4c00-a0a8-f457aebf5655" query:"video conteudo visual"
+mcp__notebooklm__notebook_query notebook_id:"081ca512-8279-4850-b2b9-dff090267482" query:"animacao storytelling"
+```
+
+### Dify KB (Secundario - se NotebookLM insuficiente)
+
 ```
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Marketing Digital" query:"video conteudo visual"
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Criatividade" query:"animacao storytelling"
--- a/marketing/agents/youtube-specialist.md
+++ b/marketing/agents/youtube-specialist.md
@@ -8,6 +8,15 @@ role: USAR PROATIVAMENTE para YouTube, canal, videos, SEO YouTube, thumbnails, a
 domain: Content
 model: sonnet
 tools: Read, Write, Edit, Glob, Grep, ToolSearch
+
+# Dependencies
+primary_mcps:
+  - desk-crm-v3
+  - youtube-research
+recommended_mcps:
+  - google-workspace
+  - dify-kb
+  - google-analytics
 skills:
 - _core
 - youtube
@@ -115,7 +124,17 @@ Estratega YouTube responsavel por maximizar views, watch time e subscriber growt
 | Sub Conversion | >5% | Call-to-action eficaz |
 | RPM | >2€ | Monetizacao saudavel |

-## Datasets Dify (Consultar SEMPRE)
+## Knowledge Sources (Consultar SEMPRE)
+
+### NotebookLM (Primario - usar PRIMEIRO)
+
+```
+mcp__notebooklm__notebook_query notebook_id:"76647e0f-3ae2-4c00-a0a8-f457aebf5655" query:"YouTube SEO video conteudo"
+mcp__notebooklm__notebook_query notebook_id:"081ca512-8279-4850-b2b9-dff090267482" query:"storytelling engagement"
+```
+
+### Dify KB (Secundario - se NotebookLM insuficiente)
+
 ```
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Marketing Digital" query:"YouTube SEO video conteudo"
 mcp__dify-kb__dify_kb_retrieve_segments dataset:"Criatividade" query:"storytelling engagement"
--- a/marketing/knowledge/datasets.json
+++ b/marketing/knowledge/datasets.json
@@ -1,31 +1,257 @@
 {
-  "description": "Dify KB datasets for Marketing domain - includes 15 core datasets + 10 mentor datasets",
-  "query_tool": "mcp__dify-kb__dify_kb_retrieve_segments",
-  "datasets": [
-    {"id": "0fe0199e-9859-4969-bf74-b24eb68491c8", "name": "Marketing", "priority": 1, "document_count": 30, "word_count": 8356497},
-    {"id": "c1ec779f-4cb1-4ecf-ba11-6b39b93d4e24", "name": "Marketing Digital", "priority": 1, "document_count": 124, "word_count": 13001825},
-    {"id": "061f19a3-d4b6-4383-9f44-620742167201", "name": "Marketing de Conteudo", "priority": 1, "document_count": 18, "word_count": 1781689},
-    {"id": "66117552-348f-455d-9aca-2da722567693", "name": "Marketing Redes Sociais", "priority": 1, "document_count": 35, "word_count": 4049108},
-    {"id": "4fa03558-6a81-4620-9f8b-6de39d33e7d9", "name": "Gestao de Marketing", "priority": 1, "document_count": 17, "word_count": 15810824},
-    {"id": "2bd26243-437b-46b2-99f6-a7e1d032644c", "name": "Gestao de Trafego", "priority": 1, "document_count": 16, "word_count": 2046225},
-    {"id": "b93c6475-2f22-412e-ba9d-666eb081b872", "name": "SEO", "priority": 1, "document_count": 35, "word_count": 7620010},
-    {"id": "78e36113-cb41-4bf4-bdb1-25a3f18d9b1f", "name": "Copywriting", "priority": 1, "document_count": 50, "word_count": 3847634},
-    {"id": "27094c37-12c0-4fae-a926-382d20b45c09", "name": "Email Marketing", "priority": 2, "document_count": 6, "word_count": 176788},
-    {"id": "aded3d71-ec6e-4ffb-aa52-75a3896a2e0d", "name": "Blogging", "priority": 2, "document_count": 5, "word_count": 717461},
-    {"id": "baa1b3e6-ebf0-4413-84b2-63d1164867ea", "name": "Youtube Marketing", "priority": 2, "document_count": 5, "word_count": 374330},
-    {"id": "ec06a8d0-f672-41f6-9abe-780f9c251c50", "name": "Branding", "priority": 2, "document_count": 11, "word_count": 2251189},
-    {"id": "05754d68-180b-4885-9c3d-bf6900fd4ff0", "name": "Growth Hacking", "priority": 2, "document_count": 4, "word_count": 163069},
-    {"id": "d769198a-0d80-43ac-890a-3e7ba1a8d746", "name": "Elastic Email", "priority": 3, "document_count": 2, "word_count": 33043},
-    {"id": "a7ba6005-517c-41ab-ac5e-da1c1a1c62ef", "name": "Vendas", "priority": 2, "document_count": 5, "word_count": 454194},
-    {"id": "3a2e536c-4985-42df-9a00-f0a4dfe720a3", "name": "Mentor: Seth Godin", "priority": 2, "document_count": 19, "word_count": 828132},
-    {"id": "0e46a634-bd1e-4e11-937e-26d11b77211a", "name": "Mentor: Russel Brunson", "priority": 2, "document_count": 13, "word_count": 3316099},
-    {"id": "6ff761b3-a054-435c-8fc3-a6e6c3a0afaf", "name": "Mentor: Neil Patel", "priority": 2, "document_count": 64, "word_count": 8493302},
-    {"id": "1a243661-c3d5-49ce-a749-40865b6976ad", "name": "Mentor: Gary Vee", "priority": 2, "document_count": 20, "word_count": 6062799},
-    {"id": "14fa612e-284c-436f-a145-76a5da66cce5", "name": "Mentor: Alex Vargas", "priority": 2, "document_count": 160, "word_count": 2029565},
-    {"id": "d9ea0f19-7176-47eb-b7bf-e605b4550297", "name": "Mentor: Natanael Oliveira", "priority": 3, "document_count": 16, "word_count": 123419},
-    {"id": "20e20347-8c57-495b-97aa-1a3ce86dd710", "name": "Mentor: Conrado Adolfo", "priority": 3, "document_count": 10, "word_count": 5269844},
-    {"id": "d022a48a-59ac-4e27-b376-b58786a082c6", "name": "Mentor: Sam Ovens", "priority": 3, "document_count": 2, "word_count": 221336},
-    {"id": "74b2862e-3ac0-4939-94ec-400eb212472b", "name": "Mentor: Ricardo Piovan", "priority": 3, "document_count": 8, "word_count": 545213},
-    {"id": "c4ac6e3b-8173-46fb-8ad4-8051e15988c5", "name": "Mentor: Flavio Augusto", "priority": 3, "document_count": 3, "word_count": 578484}
-  ]
-}
+  "description": "Knowledge sources (NotebookLM + Dify KB) for Marketing domain - includes 15 core datasets + 10 mentor datasets",
+  "sources": {
+    "notebooklm": {
+      "description": "NotebookLM - conhecimento curado profundo via Gemini 2.5 RAG (PRIMARIO)",
+      "query_tool": "mcp__notebooklm__notebook_query",
+      "notebooks": [
+        {
+          "id": "76647e0f-3ae2-4c00-a0a8-f457aebf5655",
+          "title": "Marketing Digital Avancado",
+          "topics": [
+            "marketing"
+          ],
+          "maps_from_dify": "Marketing"
+        },
+        {
+          "id": "9053d0e8-dd39-460b-b5ea-e67af3e9a675",
+          "title": "Social Media e Branding",
+          "topics": [
+            "marketing",
+            "redes",
+            "sociais"
+          ],
+          "maps_from_dify": "Marketing Redes Sociais"
+        },
+        {
+          "id": "7b8fec17-d34f-4e3f-a8c6-8231e51f6323",
+          "title": "Copywriting e Persuasao",
+          "topics": [
+            "copywriting"
+          ],
+          "maps_from_dify": "Copywriting"
+        },
+        {
+          "id": "058a896e-6c9a-4e51-ae7d-9adb2738bc5f",
+          "title": "Producao de Video e Youtube",
+          "topics": [
+            "youtube",
+            "marketing"
+          ],
+          "maps_from_dify": "Youtube Marketing"
+        },
+        {
+          "id": "79d43410-0e29-4be1-881d-84db6bdc239a",
+          "title": "Estrategia e Empreendedorismo",
+          "topics": [
+            "mentor:",
+            "seth",
+            "godin"
+          ],
+          "maps_from_dify": "Mentor: Seth Godin"
+        },
+        {
+          "id": "4c595973-ba10-420a-a3bf-e4389e424ad3",
+          "title": "Marketing Digital PT",
+          "topics": [
+            "mentor:",
+            "alex",
+            "vargas"
+          ],
+          "maps_from_dify": "Mentor: Alex Vargas"
+        },
+        {
+          "id": "0c9c079c-a426-486c-99eb-1564d42d37ad",
+          "title": "Gestao de Projectos e Agile",
+          "topics": [
+            "mentor:",
+            "ricardo",
+            "piovan"
+          ],
+          "maps_from_dify": "Mentor: Ricardo Piovan"
+        }
+      ]
+    },
+    "dify_kb": {
+      "description": "Dify KB - datasets tematicos (FALLBACK)",
+      "query_tool": "mcp__dify-kb__dify_kb_retrieve_segments",
+      "datasets": [
+        {
+          "id": "0fe0199e-9859-4969-bf74-b24eb68491c8",
+          "name": "Marketing",
+          "priority": 1,
+          "document_count": 30,
+          "word_count": 8356497
+        },
+        {
+          "id": "c1ec779f-4cb1-4ecf-ba11-6b39b93d4e24",
+          "name": "Marketing Digital",
+          "priority": 1,
+          "document_count": 124,
+          "word_count": 13001825
+        },
+        {
+          "id": "061f19a3-d4b6-4383-9f44-620742167201",
+          "name": "Marketing de Conteudo",
+          "priority": 1,
+          "document_count": 18,
+          "word_count": 1781689
+        },
+        {
+          "id": "66117552-348f-455d-9aca-2da722567693",
+          "name": "Marketing Redes Sociais",
+          "priority": 1,
+          "document_count": 35,
+          "word_count": 4049108
+        },
+        {
+          "id": "4fa03558-6a81-4620-9f8b-6de39d33e7d9",
+          "name": "Gestao de Marketing",
+          "priority": 1,
+          "document_count": 17,
+          "word_count": 15810824
+        },
+        {
+          "id": "2bd26243-437b-46b2-99f6-a7e1d032644c",
+          "name": "Gestao de Trafego",
+          "priority": 1,
+          "document_count": 16,
+          "word_count": 2046225
+        },
+        {
+          "id": "b93c6475-2f22-412e-ba9d-666eb081b872",
+          "name": "SEO",
+          "priority": 1,
+          "document_count": 35,
+          "word_count": 7620010
+        },
+        {
+          "id": "78e36113-cb41-4bf4-bdb1-25a3f18d9b1f",
+          "name": "Copywriting",
+          "priority": 1,
+          "document_count": 50,
+          "word_count": 3847634
+        },
+        {
+          "id": "27094c37-12c0-4fae-a926-382d20b45c09",
+          "name": "Email Marketing",
+          "priority": 2,
+          "document_count": 6,
+          "word_count": 176788
+        },
+        {
+          "id": "aded3d71-ec6e-4ffb-aa52-75a3896a2e0d",
+          "name": "Blogging",
+          "priority": 2,
+          "document_count": 5,
+          "word_count": 717461
+        },
+        {
+          "id": "baa1b3e6-ebf0-4413-84b2-63d1164867ea",
+          "name": "Youtube Marketing",
+          "priority": 2,
+          "document_count": 5,
+          "word_count": 374330
+        },
+        {
+          "id": "ec06a8d0-f672-41f6-9abe-780f9c251c50",
+          "name": "Branding",
+          "priority": 2,
+          "document_count": 11,
+          "word_count": 2251189
+        },
+        {
+          "id": "05754d68-180b-4885-9c3d-bf6900fd4ff0",
+          "name": "Growth Hacking",
+          "priority": 2,
+          "document_count": 4,
+          "word_count": 163069
+        },
+        {
+          "id": "d769198a-0d80-43ac-890a-3e7ba1a8d746",
+          "name": "Elastic Email",
+          "priority": 3,
+          "document_count": 2,
+          "word_count": 33043
+        },
+        {
+          "id": "a7ba6005-517c-41ab-ac5e-da1c1a1c62ef",
+          "name": "Vendas",
+          "priority": 2,
+          "document_count": 5,
+          "word_count": 454194
+        },
+        {
+          "id": "3a2e536c-4985-42df-9a00-f0a4dfe720a3",
+          "name": "Mentor: Seth Godin",
+          "priority": 2,
+          "document_count": 19,
+          "word_count": 828132
+        },
+        {
+          "id": "0e46a634-bd1e-4e11-937e-26d11b77211a",
+          "name": "Mentor: Russel Brunson",
+          "priority": 2,
+          "document_count": 13,
+          "word_count": 3316099
+        },
+        {
+          "id": "6ff761b3-a054-435c-8fc3-a6e6c3a0afaf",
+          "name": "Mentor: Neil Patel",
+          "priority": 2,
+          "document_count": 64,
+          "word_count": 8493302
+        },
+        {
+          "id": "1a243661-c3d5-49ce-a749-40865b6976ad",
+          "name": "Mentor: Gary Vee",
+          "priority": 2,
+          "document_count": 20,
+          "word_count": 6062799
+        },
+        {
+          "id": "14fa612e-284c-436f-a145-76a5da66cce5",
+          "name": "Mentor: Alex Vargas",
+          "priority": 2,
+          "document_count": 160,
+          "word_count": 2029565
+        },
+        {
+          "id": "d9ea0f19-7176-47eb-b7bf-e605b4550297",
+          "name": "Mentor: Natanael Oliveira",
+          "priority": 3,
+          "document_count": 16,
+          "word_count": 123419
+        },
+        {
+          "id": "20e20347-8c57-495b-97aa-1a3ce86dd710",
+          "name": "Mentor: Conrado Adolfo",
+          "priority": 3,
+          "document_count": 10,
+          "word_count": 5269844
+        },
+        {
+          "id": "d022a48a-59ac-4e27-b376-b58786a082c6",
+          "name": "Mentor: Sam Ovens",
+          "priority": 3,
+          "document_count": 2,
+          "word_count": 221336
+        },
+        {
+          "id": "74b2862e-3ac0-4939-94ec-400eb212472b",
+          "name": "Mentor: Ricardo Piovan",
+          "priority": 3,
+          "document_count": 8,
+          "word_count": 545213
+        },
+        {
+          "id": "c4ac6e3b-8173-46fb-8ad4-8051e15988c5",
+          "name": "Mentor: Flavio Augusto",
+          "priority": 3,
+          "document_count": 3,
+          "word_count": 578484
+        }
+      ]
+    }
+  }
+}
--- a/marketing/skills/ads/SKILL.md
+++ b/marketing/skills/ads/SKILL.md
@@ -399,7 +399,7 @@ CTA + urgência

 ```javascript
 // Optimização Google Ads
-mcp__dify-kb__dify_kb_retrieve_segments({
+mcp__notebooklm__notebook_query, mcp__dify-kb__dify_kb_retrieve_segments({
  dataset_id: "c1ec779f-4cb1-4ecf-ba11-6b39b93d4e24",
  query: "google ads optimization ROAS CPA bidding 2026"
 })
--- a/marketing/skills/content-marketing-pt/SKILL.md
+++ b/marketing/skills/content-marketing-pt/SKILL.md
@@ -419,7 +419,7 @@ Para templates e exemplos extensos, consultar:

 ```javascript
 // Técnicas de copywriting persuasivo
-mcp__dify-kb__dify_kb_retrieve_segments({
+mcp__notebooklm__notebook_query, mcp__dify-kb__dify_kb_retrieve_segments({
  dataset_id: "78e36113-cb41-4bf4-bdb1-25a3f18d9b1f",
  query: "headlines persuasivas CTA conversão"
 })
--- a/marketing/skills/lead-approach/SKILL.md
+++ b/marketing/skills/lead-approach/SKILL.md
@@ -179,7 +179,7 @@ Task({

 ```javascript
 // Estratégias de marketing do setor
-mcp__dify-kb__dify_kb_retrieve_segments({
+mcp__notebooklm__notebook_query, mcp__dify-kb__dify_kb_retrieve_segments({
  dataset_id: "c1ec779f-4cb1-4ecf-ba11-6b39b93d4e24",
  query: `${setor} lead generation estratégia`,
  retrieval_mode: "hybrid_search",
--- a/marketing/skills/marketing-strategy/SKILL.md
+++ b/marketing/skills/marketing-strategy/SKILL.md
@@ -476,7 +476,7 @@ Loop 3: User → UGC (User Generated Content) → Social Proof → New User

 ```javascript
 // Frameworks estratégia marketing
-mcp__dify-kb__dify_kb_retrieve_segments({
+mcp__notebooklm__notebook_query, mcp__dify-kb__dify_kb_retrieve_segments({
  dataset_id: "c1ec779f-4cb1-4ecf-ba11-6b39b93d4e24",
  query: "marketing strategy framework OKRs positioning 2026"
 })
--- a/marketing/skills/seo-audit/SKILL.md
+++ b/marketing/skills/seo-audit/SKILL.md
@@ -467,7 +467,7 @@ Consultar os seguintes datasets via MCP para complementar análises:

 ```javascript
 // Pesquisar técnicas SEO técnico
-mcp__dify-kb__dify_kb_retrieve_segments({
+mcp__notebooklm__notebook_query, mcp__dify-kb__dify_kb_retrieve_segments({
  dataset_id: "b93c6475-2f22-412e-ba9d-666eb081b872",
  query: "core web vitals INP optimization 2026"
 })
--- a/marketing/skills/seo-content-optimization/SKILL.md
+++ b/marketing/skills/seo-content-optimization/SKILL.md
@@ -544,7 +544,7 @@ https://site.pt/artigo_novo_23_final_v2/  (underscores, versões)

 ```javascript
 // Pesquisar técnicas SEO on-page
-mcp__dify-kb__dify_kb_retrieve_segments({
+mcp__notebooklm__notebook_query, mcp__dify-kb__dify_kb_retrieve_segments({
  dataset_id: "b93c6475-2f22-412e-ba9d-666eb081b872",
  query: "keyword research on-page optimization 2026"
 })
--- a/marketing/skills/seo-report/SKILL.md
+++ b/marketing/skills/seo-report/SKILL.md
@@ -524,7 +524,7 @@ async function getGSCData(url) {

 ```javascript
 // Validar recomendações técnicas
-mcp__dify-kb__dify_kb_retrieve_segments({
+mcp__notebooklm__notebook_query, mcp__dify-kb__dify_kb_retrieve_segments({
  dataset_id: "b93c6475-2f22-412e-ba9d-666eb081b872",
  query: "INP optimization javascript performance 2026"
 })
--- a/marketing/skills/social-media/SKILL.md
+++ b/marketing/skills/social-media/SKILL.md
@@ -448,7 +448,7 @@ Tu: "@user obrigado! Qual das dicas vais testar primeiro?"

 ```javascript
 // Estratégias crescimento Instagram
-mcp__dify-kb__dify_kb_retrieve_segments({
+mcp__notebooklm__notebook_query, mcp__dify-kb__dify_kb_retrieve_segments({
  dataset_id: "66117552-348f-455d-9aca-2da722567693",
  query: "instagram reels crescimento algoritmo 2026"
 })
--- a/marketing/skills/video/SKILL.md
+++ b/marketing/skills/video/SKILL.md
@@ -305,7 +305,7 @@ Em caso de dúvidas ou para aprofundar conhecimento, consultar os seguintes data

 ```javascript
 // Princípios de design para vídeo
-mcp__dify-kb__dify_kb_retrieve_segments({
+mcp__notebooklm__notebook_query, mcp__dify-kb__dify_kb_retrieve_segments({
  dataset_id: "7efc5db4-05b1-408a-9e41-b612188ee877",
  query: "animacao motion design"
 })
@@ -697,6 +697,16 @@ Em caso de dúvidas ou para aprofundar conhecimento, consultar os seguintes data
 ### Como Consultar

 ```javascript
+# PRIMARIO: NotebookLM (Gemini 2.5 RAG)
+# mcp__notebooklm__notebook_query({notebook_id: "76647e0f-3ae2-4c00-a0a8-f457aebf5655", query: "<tema>"})  // Marketing Digital Avancado
+# mcp__notebooklm__notebook_query({notebook_id: "9053d0e8-dd39-460b-b5ea-e67af3e9a675", query: "<tema>"})  // Social Media e Branding
+# mcp__notebooklm__notebook_query({notebook_id: "7b8fec17-d34f-4e3f-a8c6-8231e51f6323", query: "<tema>"})  // Copywriting e Persuasao
+# mcp__notebooklm__notebook_query({notebook_id: "058a896e-6c9a-4e51-ae7d-9adb2738bc5f", query: "<tema>"})  // Producao de Video e Youtube
+# mcp__notebooklm__notebook_query({notebook_id: "79d43410-0e29-4be1-881d-84db6bdc239a", query: "<tema>"})  // Estrategia e Empreendedorismo
+# mcp__notebooklm__notebook_query({notebook_id: "4c595973-ba10-420a-a3bf-e4389e424ad3", query: "<tema>"})  // Marketing Digital PT
+# mcp__notebooklm__notebook_query({notebook_id: "0c9c079c-a426-486c-99eb-1564d42d37ad", query: "<tema>"})  // Gestao de Projectos e Agile
+# FALLBACK: Dify KB (se NotebookLM insuficiente)
+
 // Princípios de design para vídeo
 mcp__dify-kb__dify_kb_retrieve_segments({
  dataset_id: "7efc5db4-05b1-408a-9e41-b612188ee877",
--- a/marketing/skills/youtube/SKILL.md
+++ b/marketing/skills/youtube/SKILL.md
@@ -517,7 +517,7 @@ mcp__youtube-research__get-trending-videos({

 ```javascript
 // Estratégias crescimento YouTube
-mcp__dify-kb__dify_kb_retrieve_segments({
+mcp__notebooklm__notebook_query, mcp__dify-kb__dify_kb_retrieve_segments({
  dataset_id: "baa1b3e6-ebf0-4413-84b2-63d1164867ea",
  query: "algoritmo youtube crescimento subscribers 2026"
 })