agentic-ai-prompt-research
Research into how agentic AI coding assistants work. Reconstructed prompt patterns, agent coordination, and security classification
Open-source AI code reviewer — top-ranked on the Code-Review-Bench.
pr-af is an open-source dev tools project by Agent-Field (Agent-Field/pr-af on GitHub). It has 645 GitHub stars and 73 forks, is released under the Custom license, and was last updated on GitHub on 21 September 2026.
Add the reviewer to your repository workflow.
PRs trigger automatic AI review.
The reviewer comments with issues and suggestions.
Push fixes and let it re-check the diff.
Ranked #1 open-source reviewer on Code-Review-Bench.
Reviews trigger on every pull request.
Deep code understanding, not regex rules.
Findings appear where the code is.
Built for everyday PR workflows.
Inspect how the reviewer reaches its verdicts.
Download the source and move into the project folder.
git clone https://github.com/Agent-Field/pr-af.git
cd pr-afEvery project documents its own setup; start with install requirements.
cat README.md | head -60Follow the project's launch command — Docker, pip, npm, or a binary release.
# see README for the exact launch commandIt uses a custom license — read the license file before commercial use.
A benchmark for AI code reviewers — the project claims the top open-source spot.
Check the README for GitHub, GitLab, and other integrations.
No — it augments reviewers by catching issues early and consistently.
See the repo docs for the supported LLM providers.
Research into how agentic AI coding assistants work. Reconstructed prompt patterns, agent coordination, and security classification
开源 AI 短剧/漫剧创作 skill 合集:剧本、角色资产、分镜 storyboard、图片/视频提示词、审查,适配 Claude Code 与 Codex | Open-source AI short drama / micro-drama skills for Claude Code & Codex: sc…
LLM Council — a Claude Code skill that runs your decisions through 5 AI advisors with peer review
Autonomous white-hat auditor — AI code review, bug-bounty research, exploit checks.
Open-source visual testing for teams — review the product, not just code.
AI code review that hunts high-impact issues — vulnerabilities and bugs first.
The most-starred other Dev Tools projects in the LibreAI catalogue — the realistic shortlist if pr-af is not the right fit.
The open source coding agent
The model-definition framework behind modern AI — thousands of pretrained transformers for text, vision, and audio.
Anthropic's agentic coding tool that lives in your terminal and works across your whole codebase
Cross-platform desktop all-in-one manager for Claude Code, Codex, OpenCode and other coding agents
OpenAI's lightweight coding agent that runs locally in your terminal
Free and open — grab the source, star the repo, and start creating.