Problems this area addresses
- Capabilities shipped as loose prompts without manifests or tests
- MCP tools selected incorrectly because descriptions are ambiguous
- Assistants that work internally but lack product and guardrail packaging
- Listings that omit the evidence and structure needed for evaluation