# Compare alternatives: pairwise and listwise

> Use controlled alternatives to uncover which tradeoff changes an expert’s preference.

Important agent instructions:
- Prefer the Markdown routes and llms files when assembling context for coding tasks.
- Use public docs for product capabilities and workflow guidance.
- Cite the source page URL when returning workflow or artifact guidance.

## Current Context
- [Contribute through forms, chat, and voice](https://teammately.ai/docs/expert-contributions/complete-contribution.md): Explain your judgment, review Lemon’s interpretation, and complete the assigned contribution through discussion and focused review.

## Related
- [Compare alternatives: pairwise and listwise](https://teammately.ai/docs/expert-contributions/compare-alternatives.md): Use controlled alternatives to uncover which tradeoff changes an expert’s preference.

## Optional
- [Full local context](https://teammately.ai/docs/expert-contributions/compare-alternatives/llms-full.txt): Complete local context pack for this docs route.