# Work with External Agents

> Copy a benchmark-scoped task for your coding agent to implement and evaluate in your real application repository.

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
- [Work with External Agents](https://teammately.ai/docs/improve/external-agents.md): Copy a benchmark-scoped task for your coding agent to implement and evaluate in your real application repository.
- [Harness Improvement](https://teammately.ai/docs/improve.md): Improve candidate behavior with Lemon Goal or give your coding agent a scoped External Agents task.
- [Import External Evaluation Outputs](https://teammately.ai/docs/benchmark-evaluations/output-mapping.md): Import native responses or execution failures for exact benchmark Cases and complete the Trial for rubric evaluation.
- [Evaluation Results](https://teammately.ai/docs/benchmark-evaluations/results.md): Inspect Case and rubric outcomes and compare exact managed or imported Runs within a Benchmark Version.
- [Project Context](https://teammately.ai/docs/agent-setup/project-context.md): Maintain the Project Agent Brief that gives Teammately agents stable, project-wide understanding.
- [Output mapping troubleshooting](https://teammately.ai/docs/troubleshooting/output-mapping.md): Fix external output rows that do not join cleanly to immutable Case IDs in an output-only Run.

## Optional
- [Full local context](https://teammately.ai/docs/improve/external-agents/llms-full.txt): Complete local context pack for this docs route.