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.

sword blue@swordlabAug 30, 2026

Side Projects & BusinessExperimentCompletedVideo

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。

Jian AI Lab@swordlabAug 30, 2026

Agents, Automation, Data & Local AIExperimentCompletedVideo

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.

sword blue@swordlabAug 29, 2026

Agents, Automation, Data & Local AIExperimentCompleted

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。

Jian AI Lab@swordlabAug 29, 2026

科研与数据分析ExperimentCompleted

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.

sword blue@swordlabAug 28, 2026

Video, Image & AudioExperimentCompleted

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。

sword blue@swordlabAug 27, 2026

Agents, Automation, Data & Local AIExperimentIn progress

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。

Jian AI Lab@swordlabAug 27, 2026

AI Coding & Web BuildingExperimentCompleted

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.

sword blue@swordlabAug 26, 2026

AI Coding & Web BuildingExperimentIn progress

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.

sword blue@swordlabAug 25, 2026

Agents, Automation, Data & Local AIExperimentIn progress

garylab/MakeMoneyWithAI

Ai赚钱项目

The author is still completing this record.

sword blue@swordlabAug 25, 2026

Agents, Automation, Data & Local AIExperimentIn progress

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。

sword blue@swordlabAug 25, 2026

AI Starter KitExperimentIn progress

op7418/Humanizer-zh

小说去ai味

The author is still completing this record.

Jian AI Lab@swordlabAug 24, 2026

AI Coding & Web BuildingExperimentIn progress

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.

Jian AI Lab@swordlabAug 24, 2026

AI Coding & Web BuildingExperimentIn progress

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.

Jian AI Lab@swordlabAug 24, 2026

Learning & LanguagesExperimentIn progress

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.