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Get Started Free →Use Ontoly's deterministic Software Graph and MCP capabilities for repository architecture, request tracing, dependency analysis, configuration lookup, and impact analysis before falling back to source search.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-19 | ✗→✓ | ▲ Improved | 9% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 610% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 17% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -23% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 226% | 0% |
Use this skill when a coding agent needs graph-backed understanding of a TypeScript repository. Ontoly is the source of truth; the skill only teaches the workflow.
.ontoly/, SoftwareGraph.json, diagnostics.json, validation reports, graph hash, or MCP setup.bash ontoly build .
ExplainArchitectureFindDependenciesImpactAnalysisTraceExecutionFindConfigurationUsageFrameworkReportFindDeadCodeReturn the direct answer first, then evidence:
textAuthController handles authentication. Evidence: - node: class:src/auth/auth.controller.ts:AuthController - route edges: HANDLES POST /login and POST /logout - dependency edges: USES AuthService and JwtService Confidence: high, because the graph has controller, route, and dependency edges with source locations.
NOT_FOUND with the closest graph evidence instead of inventing an answer.Other measured skills in the registry, with their headline benchmark lift.