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agent-behaviorai-generatedcookieIssue Monster Loves Cookies!Issue Monster Loves Cookies!enhancementNew feature or requestNew feature or requestplanuser-experience
Description
Objective
Introduce complexity tiers (basic/intermediate/advanced) so the agent calibrates documentation depth and feature sophistication based on request complexity.
Context
Research from #12193 shows remarkably uniform quality scores (4.8-5.0) across all 6 scenarios, suggesting the agent may not be calibrating response complexity to match request sophistication. The agent produces production-ready output consistently, but lacks differentiation between simple and complex use cases.
Approach
- Add request complexity detection in agent instructions
- Define three tiers:
- Basic: Simple triggers (push, pull_request), standard tools, minimal customization
- Intermediate: Multiple triggers, tool combinations, conditional logic
- Advanced: Complex workflows, custom toolchains, multi-stage processes, performance optimization
- Calibrate documentation depth, example complexity, and feature suggestions based on detected tier
- Preserve quality standards at all tiers
Files to Modify
.github/instructions/*.instructions.md- Add complexity detection logic- Agent system prompts - Include tier calibration guidelines
docs/- Document complexity tiers for usersAGENTS.md- Update agent development guidelines
Acceptance Criteria
- Agent detects request complexity (basic/intermediate/advanced)
- Documentation depth adjusts to match tier
- Basic requests receive focused, concise output
- Advanced requests receive comprehensive, detailed output
- Quality remains high across all tiers
- Tests validate appropriate tier selection
Reference
See discussion #12193 "Recommendations" section: "Calibrate Complexity"
AI generated by Plan Command for discussion #12193
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agent-behaviorai-generatedcookieIssue Monster Loves Cookies!Issue Monster Loves Cookies!enhancementNew feature or requestNew feature or requestplanuser-experience