Discover
Find a GitHub project worth trying.
GITHUB IS THE GROUND. WE ARE THE EXPERIMENT FIELDS.
Find a seed.
Plant it yourself.
Bring back a GitHub project and record the real process, result, and pitfalls. Good tools get seen, and genuine experiments keep their author's name.
NOW · BREAKING GROUND
We are not looking for spectators.
We are looking for the first people who will plant with us.
You do not need a perfect project, and you do not need to be a developer. Bring one project you genuinely tried, then leave the process, result, and judgment under your name.
The first question is why the first people will choose to stay. If your record saves someone else a wrong turn, it is already one of this field's earliest results.
HOW TO PARTICIPATE
Plant your first field in four steps.
One real problem, one GitHub link, and one hands-on attempt are enough to begin.
Plant
Leave the link, the purpose, and your judgment.
Experiment
Record the process, result, media, and pitfalls.
Harvest
Publish the result. Strong records may enter the library or become video topics.
PUBLIC EXPERIMENTS
See what people actually built and tested.
Category
Format
midudev/itsfree.ai
零费用跑通一次真实 AI 调用：itsfree.ai 本地实测
在本机跑通 itsfree.ai 目录，并用其中的免费接口完成一次可机器核验的结构化抽取：373 tokens、1.69 秒、费用 ¥0，同时记录 3 个真实报错与修复过程。
okf-memory/okf-agent-memory
本机核实 okf-agent-memory 是否可用
本机核实 okf-agent-memory 0.1.2：可安装、建库、写入、检索、读回；完好库检查通过，缺少规范抬头时检查不通过。
isjiamu/gzh-design-skill
gzh-design-skill 本机安装与一次完整排版运行
本机克隆 gzh-design-skill，完成组件库检查、官方样例合规、故意失败路径、实验室样例与预览页生成。
zhang7700/clarify-saas-idea
备忘录里的 SaaS 想法还在改人设时，clarify-saas-idea 已经逼出一页 ICP 和楔子
独立开发者改了三遍人设，还是说不清谁付钱。本机按 README 复制安装 zhang7700/clarify-saas-idea 免费技能，空输入不写页；仓库演示句压成 399 词 RivalPing 决策页，2323 字节。未上线、未付款、未测付费 pack。
jasonmarkppp/crayon-shinchan-xhs-skill
crayon-shinchan-xhs-skill 最小实测：资料进 8 页方案出
把教程和公开页资料拆成小红书 8 页套图时，标题、逐页文案和生图提示词仍要手写。本次用剑的 AI 实验室公开页摘录当输入，产出完整文案包，墙钟 95 秒；空跑 BLOCKED_NO_SOURCE；未调用付费生图。
firecrawl/pdf-inspector
pdf-inspector 实测：14 页论文本机 51.342 毫秒变成 Markdown，0 页 OCR
已完成本地实测 pdf-inspector 1.17.0：样例 0.901/5.671 ms，14 页论文 8.296/51.342 ms，0 页 OCR。未执行 OCR。txt→Not a PDF。音频已由用户提供，视频待 15 项媒体通过后制作。外部平台未发布。
NousResearch/hermes-agent
Hermes Agent 实测：从第一句报错追到本地跑通
Hermes Agent 官方安装、环境诊断、配置迁移和本地最小推理均已完成。按官方文档先核对推理提供商和 64K 上下文要求，再用 qwen3:4b 完成本地调用，实际返回 GLOBAL_LOCAL_READY。
THU-MAIC/OpenMAIC
OpenMAIC test: export a real four-slide PPTX without a paid model
We selected the #1 GitHub Trending repository, repaired a pnpm build-permission failure, ran all 7,163 tests, built the application, and called OpenMAIC's production exporter to create a real four-slide PPTX.
muzhi-888/ai-side-hustle-checker
赚钱项目第一期：AI 副业变现自检器行业选择实测
连续录制安装、完整人物条件和修正版输出。结果给出数字商品、轻小型实物商品、内容辅助商品销售三条路线，并接到下一期商品选择。
tailscale/tailcat
Tailcat test: create an account-free WireGuard connection token
After skipping three completed Trending projects, we selected #4 Tailcat, built its v0.2.0 CLI, passed 11 non-privileged test groups, and generated and parsed a real connection token.
HKUDS/AI-Trader
AI-Trader 本地模拟交易全流程实测：亮点、价值与风险
AI-Trader 想给 AI Agent 建一个可注册、发布信号、被关注和复制的交易平台。本次用临时 SQLite 与 mock 价格走通加入挑战、买入、估值、卖出和结算，最终现金 1020，收益率 2%，2 笔交易，排名第 1；真实交易链路未测。
K-Dense-AI/scientific-agent-skills
Scientific Agent Skills test: analyze GitHub Trending with a reproducible workflow
After skipping an already completed #1 project, we selected the #2 Trending repository and tested two of its 163 skills on a real 20-repository snapshot.
freestylefly/awesome-gpt-image-2
每日雷达实验：Awesome GPT Image 2 安装成功，并产出一张可复用信息图
每日雷达实验已补齐：提示词工作流实测、完整报告、长文章、4 分钟以上口播稿与真实录屏清单全部归回同一实验。最终视频等待本人录音后合成。
bilawalsidhu/gods-eye-view
God’s Eye View 阶段性实测：2588 个断言通过，主界面卡在计费密钥
固定 GitHub Trending 全球榜首项目的真实提交，完成依赖、安全、自动测试、生产构建和无密钥启动检查。代码可安装可构建，但核心 3D 地球需要开启计费的 Google Maps API Key，Chrome 视觉回归也受容器权限阻塞。
tt-a1i/archify
Archify full-cycle test: Jian AI Lab's first complete harvest
Discovered on GitHub Trending, verified against official sources, installed, tested, repaired through four validation rounds, and delivered as an interactive architecture map of Jian AI Lab.
can1357/oh-my-pi
60家模型供應商全支援！oh-my-pi 一套工具打通所有AI
The author is still completing this record.
garylab/MakeMoneyWithAI
Ai赚钱项目
The author is still completing this record.
K-Dense-AI/scientific-agent-skills
科研攻关、数值计算、工程模拟、数据挖掘、金融量化、技术写作全都能覆盖。
挂上这套技能包之后，AI 每一步该干啥、按什么顺序推，全给你安排清楚。
op7418/Humanizer-zh
小说去ai味
The author is still completing this record.
swordluan8-hash/token-aware-orchestrator
Token-Aware-Orchestrator test: narrow Codex context before execution
In an isolated Python repository, the task, budget, and success criteria were fixed first; Codex completed the change in one attempt and passed the tests.
NanoNets/Graft
Graft test: turn 222 files into a queryable code graph
A real project produced 1,794 symbols and 4,464 relationships, then exposed the code structure to Codex through MCP.
FluentRead/FluentRead
FluentRead test: turn a GitHub README into bilingual reading
After installing the Chrome extension, English GitHub pages display the source and translation together, removing repeated copy-and-paste for technical terms.