docs: replace all CardGroup/Card blocks with animated bullet points across all 50 docs pages (#648)

- Fix What's new → link in Info banner (now a proper <a> tag, always clickable)
- Replace 4-stat CardGroup on index with inline premium stats row
- Convert every <CardGroup>/<Card> block site-wide to markdown bullet lists:
  content sections → bold-title bullets with sub-bullets, nav cards → [Title](href) — description
- Add cursor-animated list item hover effects to custom.css:
  green inset left border, subtle background tint, marker color change on hover
- Affects index, getting-started, quickstart, concepts, modules, faq, architecture,
  installation, cookbook, glossary, learning-more, explorer-setup, cli-setup,
  community, contributing-guide, governance, citation, project-license,
  all integrations pages, and all 20+ reference module pages

docs/integrations/agno.md

@@ -24,23 +24,11 @@ pip install "semantica[agno,graph-neo4j,vectorstore-pgvector]"
 
 ## Components at a Glance
 
-<CardGroup cols={2}>
-  <Card title="AgnoContextStore" icon="database">
-    `AgentMemory(db=…)`: Replaces Agno's flat storage with hybrid vector + context graph memory. Adds decision tracking and precedent search to any agent.
-  </Card>
-  <Card title="AgnoKnowledgeGraph" icon="diagram-project">
-    `Agent(knowledge=…)`: Documents flow through the full Semantica extraction pipeline into a queryable `ContextGraph` with multi-hop GraphRAG.
-  </Card>
-  <Card title="AgnoDecisionKit" icon="list-check">
-    `Agent(tools=[…])`: 6 decision intelligence tools: record decisions, find precedents, trace causal chains, analyze impact, check policies, summarize history.
-  </Card>
-  <Card title="AgnoKGToolkit" icon="wrench">
-    `Agent(tools=[…])`: 7 KG construction tools: extract entities, extract relations, add to graph, query graph, find related, infer facts, export subgraph.
-  </Card>
-  <Card title="AgnoSharedContext" icon="users">
-    Team-level: A single `ContextGraph` shared across all agents. Each agent gets a role-scoped view via `bind_agent()`. Writes are tagged by role.
-  </Card>
-</CardGroup>
+- **AgnoContextStore** — `AgentMemory(db=…)`: Replaces Agno's flat storage with hybrid vector + context graph memory. Adds decision tracking and precedent search to any agent.
+- **AgnoKnowledgeGraph** — `Agent(knowledge=…)`: Documents flow through the full Semantica extraction pipeline into a queryable `ContextGraph` with multi-hop GraphRAG.
+- **AgnoDecisionKit** — `Agent(tools=[…])`: 6 decision intelligence tools: record decisions, find precedents, trace causal chains, analyze impact, check policies, summarize history.
+- **AgnoKGToolkit** — `Agent(tools=[…])`: 7 KG construction tools: extract entities, extract relations, add to graph, query graph, find related, infer facts, export subgraph.
+- **AgnoSharedContext** — Team-level: A single `ContextGraph` shared across all agents. Each agent gets a role-scoped view via `bind_agent()`. Writes are tagged by role.
 
 
 ## Component Details
@@ -233,17 +221,7 @@ All five classes are usable without `agno` installed: they carry the full Semant
 
 ## See Also
 
-<CardGroup cols={2}>
-  <Card title="Context Module" icon="brain" href="../reference/context">
-    AgentContext and ContextGraph backing the integration.
-  </Card>
-  <Card title="Knowledge Graph" icon="diagram-project" href="../reference/kg">
-    KG construction used by AgnoKnowledgeGraph.
-  </Card>
-  <Card title="LLMs" icon="microchip" href="../reference/llms">
-    Configure LLM providers for Agno agents.
-  </Card>
-  <Card title="Vector Store" icon="vector-square" href="../reference/vector_store">
-    Vector backend for AgnoContextStore.
-  </Card>
-</CardGroup>
+- [Context Module](../reference/context) — AgentContext and ContextGraph backing the integration.
+- [Knowledge Graph](../reference/kg) — KG construction used by AgnoKnowledgeGraph.
+- [LLMs](../reference/llms) — Configure LLM providers for Agno agents.
+- [Vector Store](../reference/vector_store) — Vector backend for AgnoContextStore.

docs/integrations/docling.md

@@ -11,20 +11,10 @@ icon: "file-lines"
 
 Docling is integrated into Semantica's `parse` module via the **`DoclingParser`**. Documents pass through Docling's **layout engine**, then feed directly into Semantica's extraction and KG pipeline.
 
-<CardGroup cols={2}>
-  <Card title="Multi-format" icon="file">
-    PDF, DOCX, PPTX, HTML, and more.
-  </Card>
-  <Card title="Table Extraction" icon="table">
-    High-fidelity table parsing with header detection.
-  </Card>
-  <Card title="OCR Support" icon="eye">
-    Built-in OCR for scanned documents.
-  </Card>
-  <Card title="Markdown Export" icon="markdown">
-    Clean Markdown output optimized for LLM consumption.
-  </Card>
-</CardGroup>
+- **Multi-format** — PDF, DOCX, PPTX, HTML, and more.
+- **Table Extraction** — High-fidelity table parsing with header detection.
+- **OCR Support** — Built-in OCR for scanned documents.
+- **Markdown Export** — Clean Markdown output optimized for LLM consumption.
 
 
 ## Installation
@@ -100,17 +90,7 @@ print(f"Pages: {result.get('total_pages')}")
 
 ## See Also
 
-<CardGroup cols={2}>
-  <Card title="Parse Module" icon="file-lines" href="../reference/parse">
-    Full DocumentParser and DoclingParser reference.
-  </Card>
-  <Card title="Ingest Module" icon="file-import" href="../reference/ingest">
-    Loading documents before parsing.
-  </Card>
-  <Card title="Semantic Extract" icon="magnifying-glass" href="../reference/semantic_extract">
-    NER and relation extraction on parsed text.
-  </Card>
-  <Card title="Pipeline" icon="gear" href="../reference/pipeline">
-    Using DoclingParser in a full pipeline.
-  </Card>
-</CardGroup>
+- [Parse Module](../reference/parse) — Full DocumentParser and DoclingParser reference.
+- [Ingest Module](../reference/ingest) — Loading documents before parsing.
+- [Semantic Extract](../reference/semantic_extract) — NER and relation extraction on parsed text.
+- [Pipeline](../reference/pipeline) — Using DoclingParser in a full pipeline.

docs/integrations/snowflake.md

@@ -171,17 +171,7 @@ if not connector.test_connection():
 
 ## See Also
 
-<CardGroup cols={2}>
-  <Card title="Ingest Module" icon="database" href="../reference/ingest">
-    Full SnowflakeIngestor and all other ingestors.
-  </Card>
-  <Card title="Pipeline" icon="gear" href="../reference/pipeline">
-    Use Snowflake ingestion as a pipeline step.
-  </Card>
-  <Card title="Installation" icon="download" href="../installation">
-    All optional dependency extras.
-  </Card>
-  <Card title="Knowledge Graph" icon="diagram-project" href="../reference/kg">
-    Build a KG from ingested Snowflake data.
-  </Card>
-</CardGroup>
+- [Ingest Module](../reference/ingest) — Full SnowflakeIngestor and all other ingestors.
+- [Pipeline](../reference/pipeline) — Use Snowflake ingestion as a pipeline step.
+- [Installation](../installation) — All optional dependency extras.
+- [Knowledge Graph](../reference/kg) — Build a KG from ingested Snowflake data.