Integrate
Agent Skills
Install portable workflows that teach coding agents how to use the Software Graph before searching source files.
Install skills
Skills are workflow instructions — they contain no compiler or query business logic. Install them into your agent's skill directory. Each skill teaches the agent a specific graph-first workflow.
npx skills add 0xsarwagya/ontolyHow skills work
Every skill follows the same contract: verify the graph exists, check trust metrics, use MCP capabilities in the documented order, cite evidence for every claim, and fall back explicitly when the graph cannot answer. Skills use the LLM Enhancement pattern — the graph provides deterministic evidence, then the LLM explains that evidence.
Available skills
Fourteen skills covering architecture, analysis, security, and documentation workflows. Choose the smallest skill matching your task.
- architecture-review — architectural analysis with cycles, coupling, and layering
- impact-analysis — blast radius and dependency impact for proposed changes
- dependency-analysis — dependency graph traversal with cycle detection
- codebase-onboarding — learn a new codebase through its graph structure
- request-tracing — trace HTTP request flows through the architecture
- security-review — authentication, authorization, and security pattern analysis
- configuration-analysis — configuration dependency and usage analysis
- framework-analysis — framework detection and usage patterns
- dead-code-analysis — find unreachable code and unused exports
- refactoring — plan refactors with impact-aware blast radius
- migration-analysis — plan migrations with architectural context
- performance-analysis — trace execution paths for bottleneck analysis
- documentation — generate documentation from graph evidence
- sdk-generation — plan SDK structure from API and architecture analysis
Skill capabilities
Each skill uses a specific set of MCP capabilities. All skills include EvidencePack for bounded context construction.
- architecture-review → ExplainArchitecture, GraphStatistics, FindCycles, FindDependencies
- impact-analysis → ImpactAnalysis, FindDependents, FindDependencies, FindNode
- request-tracing → TraceRequestLifecycle, FindResponsibleFunction, TraceExecution
- security-review → FindAuthenticationFlow, TraceRequestLifecycle, FindConfigurationUsage
- dead-code-analysis → FindDeadCode, FindUnusedFeature, FindEntrypoints, FindDependents