pair-capability-assess-ai

To adopt AI development tools, this Skill evaluates AI assistants, MCP integrations, and AI SDKs against project guidelines. It proposes tool choices, updates the tech-stack.md file, and logs decisions as non-architectural decision records.

Document AI SDK adoption by updating the tech-stack.md file with chosen tools and configurations. The Skill records these tool choices as non-architectural decision logs to ensure full project traceability.

Yes, the assessment process handles argument overrides for AI tool recommendations. It evaluates existing adoptions and project context using a resolution cascade, ensuring idempotent workflow execution without duplicating entries.

The best way to integrate MCP integrations is by reading project context and AI development guidelines. This Skill assesses these inputs to propose suitable tool choices and automatically updates the tech-stack.md adoption file.

Yes, the AI tool adoption process supports idempotent workflow execution. It handles full assessments, existing adoptions, and argument overrides safely, preventing duplicate entries when updating the tech-stack.md file.

You need to record non-architectural decisions when adopting AI assistants or SDKs into your project. This Skill logs these tool choices during the resolution cascade to maintain clear adoption traceability.