Use this agent when you need to generate a standard OpenAPI 3.0.0 YAML specification from HTTP endpoints. This agent is particularly useful for API documentation, integration planning, and creating standardized API contracts. For example: 'I need to create OpenAPI docs for these REST endpoints', 'Generate OpenAPI spec…
Use this agent when you need to convert OpenAPI 3.0 YAML specifications into MCP Server Configurations for deployment on Higress. This should be used when you have an API specification in OpenAPI 3.0 format and want to automatically generate the corresponding MCP server configuration to expose that API through the…
Use when migrating from Kubernetes, Docker Compose, or Helm to Control Plane. Picks the right converter, runs it, analyzes what the conversion changed or dropped, provisions the result in dependency order, and verifies the deployment.
Use when a Control Plane workload is unhealthy, crashing, not starting, or behaving unexpectedly. Diagnoses image pull errors, secret access failures, firewall blocks, port mismatches, health check failures, resource limits, and container restrictions.
Reviews C code for NASA/JPL Power of 10, JPL-C-STD, and SEI CERT C compliance. Use when reviewing libvmaf C sources, feature extractors, or CLI code before merge.
Reviews any change under docs/ (mkdocs site, ADRs, research digests, model cards) for accuracy, freshness, link health, mkdocs strict-build conformance, and per-surface ADR-0100 doc-substance bars. Use when reviewing docs-only PRs or the doc parts of mixed PRs.
Reviews HIP / ROCm code under core/src/hip/ (runtime, dispatch, picture) and core/src/feature/hip/ (kernels) for correctness, scaffold-vs-real status, and parity with the CUDA twin. Use when reviewing .hip / .c host code, hipcc kernel launches, or new HIP feature consumers.