Capability Hints

Capability hints describe the skills, technologies, or domains relevant to a task. They help CoffeeBreakAI choose the best-suited agent.

Examples of Capability Hints

• language:csharp, language:typescript
• framework:aspnet, framework:react
• domain:billing, domain:shipping
• task:refactor, task:write-tests

How Hints Are Used

• The Task Router uses hints to narrow down which agents are eligible.
• Review feedback can update or refine hints over time.
• Analytics can show which hints correlate with better outcomes.

Sources of Hints

• User-provided metadata when creating tasks.
• Automatic detection from repository contents or filenames.
• Derivation from reviewer feedback and agent performance.

Capability hints are a key ingredient in making routing decisions smarter and more adaptive over time.