🔮 DomainForge™ Integration

Semantic modeling and Knowledge Graph queries via chat and editor.

Capabilities

Capability LibreChat Zed IDE
Validate SEA-DSL ✅ “Validate spec X” ✅ validate_specs action
Generate projections ✅ “Generate CALM/RDF” ✅ generate_code action
Query Knowledge Graph ✅ Natural language ✅ SPARQL via query_knowledge
Semantic diff ✅ “Compare versions” Via git + chat

Model Validation

LibreChat

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You: Validate docs/specs/shared/kernel.sea with type checking

SEA™: ✅ Validation Results:
- Syntax: valid
- Types: consistent  
- Units: compatible
- Policies: 1 validated (KernelIndependence)

No errors found.

Zed IDE

  1. Open .sea file
  2. Cmd+Shift+V or Command Palette → “SEA™: Validate”
  3. Errors appear in Problems panel

Knowledge Graph Queries

Natural Language (LibreChat)

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You: Find all entities in the governance domain that require HITL approval

SEA™: Querying Knowledge Graph...

SPARQL executed:
SELECT ?entity ?hitl_reason WHERE {
  ?entity a sea:Entity ;
          sea:domain "governance" ;
          sea:requiresHITL true ;
          sea:hitlReason ?hitl_reason .
}

Results:
| Entity | HITL Reason |
|--------|-------------|
| PolicyRule | mutations affect compliance |
| AuthorityBoundary | existential tier actions |
| ComplianceEvidence | audit trail integrity |

Direct SPARQL (Zed IDE)

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{
  "toolName": "query_knowledge",
  "arguments": {
    "sparql": "PREFIX sea: <http://sea-forge.com/schema/core#> SELECT ?flow ?from ?to WHERE { ?flow a sea:Flow ; sea:from ?from ; sea:to ?to }",
    "context": "case-management"
  }
}

Projection Generation

Generate CALM Architecture

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You: Generate CALM architecture diagram from case-management.sea

SEA™: Generating CALM projection...

Output: generated/case-management.calm.json

```json
{
  "$schema": "https://calm.finos.org/schema/1.0",
  "nodes": [
    {"id": "case-service", "type": "service"},
    {"id": "case-db", "type": "database"}
  ],
  "relationships": [...]
}

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### Generate RDF Triples

You: Export case-management domain to Turtle format

SEA™: Generated: generated/case-management.ttl

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@prefix sea: <http://sea-forge.com/schema/core#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .

sea:Case a sea:Entity ;
    rdfs:label "Case" ;
    sea:domain "case-management" .

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---

## Semantic Debt Analysis

You: Analyze semantic debt in the governance bounded context

SEA™: Semantic Debt Report (SDS-016):

Debt ID Type Severity Description
SD-001 Concept Drift Medium “PolicyRule” vs “PolicyConstraint” naming
SD-002 Missing Invariant High No unit tests for POL-031
SD-003 Orphan Entity Low “LegacyAuditLog” not referenced

Recommended Actions:

  1. Rename “PolicyConstraint” → “PolicyRule” (isomorphism fix)
  2. Add invariant tests for authority boundaries
  3. Archive or integrate LegacyAuditLog ```

Best Prompts for DomainForge™

Task Prompt
Validate all specs “Validate all .sea files in docs/specs/”
Find entity “What is the definition of Entity X?”
List flows “Show all flows in bounded context Y”
Policy coverage “What policies cover Entity X?”
Semantic search “Find all concepts related to ‘payment’”

See Also:

Last Updated: January 2026