charlieviettq Ontoly Software Graph
Use this skill when a coding agent needs graph-backed software understanding from Ontoly before searching repository files directly.
Ontoly builds a deterministic Software Graph for TypeScript repositories and exposes the result through CLI queries, MCP capabilities, validation reports, and agent skills. This skill teaches workflow only; Ontoly is the source of truth.
When to use
- Explain repository architecture, packages, modules, services, routes, controllers, or ownership.
- Trace a request, route, controller, service, provider, dependency, or call chain.
- Estimate impact for removing, renaming, or refactoring a symbol, module, package, route, or service.
- Review graph diagnostics, unresolved imports, circular dependencies, dead code, configuration usage, or environment variable usage.
When not to use
- The repository has no Ontoly installation and the user does not want local graph artifacts.
- The user explicitly asks for a manual source review without graph assistance.
- The graph is stale, untrusted, or missing the semantic concept needed for the answer and cannot be rebuilt.
Workflow
- Check for Ontoly artifacts such as
.ontoly/,SoftwareGraph.json, graph reports, validation output, or documented Ontoly scripts. - If the graph is missing and local output is acceptable, run
ontoly build .. - Review diagnostics, trust, semantic coverage, framework detection, graph hash, and validation status before making claims.
- Prefer Ontoly CLI or MCP capabilities for architecture summaries, request tracing, dependency analysis, configuration lookup, framework reports, and impact analysis.
- Inspect source files only when Ontoly cannot answer, the graph is incomplete, or the user asks for source-level verification.
- Rebuild the graph after meaningful repository changes before answering current-state questions.
Output
Answer with:
- The relevant graph nodes, edges, packages, routes, diagnostics, or query outputs.
- A clear split between measured graph facts and inference.
- Confidence based on graph evidence, diagnostics, and coverage.
- A narrow fallback explanation when direct file inspection was needed.
Related skills
mcp-builder- when designing or validating MCP server capabilities.agent-tool-contracts- when reviewing agent-facing CLI or tool schemas.agent-evaluation- when measuring whether graph-backed answers improve agent behavior.