# Contributing results

> for information on running aider's code editing benchmarks. Submit results by opening a PR with edits to the

- Skill: `tools-only/contributing-results` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add tools-only/contributing-results`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tools-only/contributing-results/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: tools-only (https://skillmd.com/u/tools-only)
- Updated: 2026-09-29
- Page: https://skillmd.com/skills/tools-only/contributing-results

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# Contributing results

Contributions of benchmark results are welcome!
See the
[benchmark README](https://github.com/Aider-AI/aider/blob/main/benchmark/README.md)
for information on running aider's code editing benchmarks.
Submit results by opening a PR with edits to the
[benchmark results data files](https://github.com/Aider-AI/aider/blob/main/aider/website/_data/).