_{📊 At a Glance}

_{📫 Connect}

_{🤖 AI Toolchain}

🎯 Manifesto

"I ship small, traceable fixes. The kind that close issues — not the kind that churn the codebase."

⏱ Now / Building / Next

NOW	Active in 10 OSS projects · open-design maintainer · ~200 PRs in May 2026
BUILDING	Security & i18n hardening for AI desktop tools
NEXT	Deeper into MCP tooling & terminal-side agents

💼 Recently Shipped

✅ Merged: CORS hardening · MCP client provenance	✅ Merged: WS auth hardening · runtime binding
🚀 Active: Worktree path fixes · SDD scope guard	🛠 Maintainer: MCP tools · zh-CN localization · CLI
🚀 Active: Discover rewrites · secret redaction	🚀 Active: Codex integration support
🚀 Active: ACP backend hardening · daemon lifecycle · secret redaction	🚀 Active: Windows cross-platform fixes · build pipeline
🚀 Active: MCP integrations · regression-lock tests · Windows compat	🚀 Active: CLI stability · TUI fixes · permission scoping

🏅 Highest Contributor Rankings

_{Top 5 projects where I rank highest in the GitHub contributors graph.}

Rank	Project	My Contributor Rank	Contribution Signal
#1	Tencent/TencentDB-Agent-Memory	#3 / 11	Codex integration support · agent memory tooling
#2	multica-ai/multica	#7 / 145	WS auth hardening · runtime binding · managed agents
#3	tinyhumansai/openhuman	#11 / 122	CORS hardening · MCP provenance · memory migration
#4	rtk-ai/rtk	#13 / 98	Discover rewrites · secret redaction
#5	nexu-io/open-design	#20 / 284	Maintainer · MCP tools · zh-CN localization · CLI

_{Ranking uses GitHub contributors ordering by repository contribution count, separate from the PR-volume table below.}

🌐 All Contributing Projects

_{Auto-aggregated from every PR I've ever opened — refreshed daily.}

Project	⭐	PRs	✅ Merged	🚀 Open
XiaomiMiMo/MiMo-Code	11134	68	0	27
TencentCloud/TencentDB-Agent-Memory	6343	48	0	48
rtk-ai/rtk	67286	30	0	30
tinyhumansai/openhuman	33986	25	11	4
multica-ai/multica	38585	16	3	7
nexu-io/open-design	73316	12	3	8
thedotmack/claude-mem	85198	1	0	0

🧭 How I Contribute

Focus	Pattern
🇨🇳 Chinese-community pain points	zh-CN i18n · WeChat / Feishu / DingTalk integrations
🐛 Traceable real bugs	Sentry / issue-backed regressions, never speculative refactors
🛡 Security hardening	CORS, symlink escape, credential exposure

📡 Latest Open Source PRs

• 🔧 Opened tinyhumansai/openhuman — fix(agent): list available tools for unknown calls
• 🔧 Opened tinyhumansai/openhuman — fix(agent): reuse cached Composio toolkit actions
• 🔧 Opened tinyhumansai/openhuman — fix(agent): avoid RESPONSE stalls on progress backpressure
• ✅ Merged tinyhumansai/openhuman — fix(devices): use socket ack for pairing register
• ✅ Merged tinyhumansai/openhuman — fix(meet): honor auto summarize policy

📊 Stats

🛠 Tech Stack

Languages

Ecosystems

AI Tooling

🇨🇳 中 文 版

🎯 个人宣言

"小修复，可追溯。专修 close issue 的那种，不写 churn 代码。"

当下在做

• 活跃于 10 个开源项目，现为 open-design 维护者，5 月已交付 ~200 个 PR
• 聚焦 AI 桌面工具的安全加固 与 中文本地化
• 计划深入 MCP 服务工具链 与 终端侧 agent

贡献心智

方向	模式
🇨🇳 中文社区痛点	zh-CN i18n · 微信 / 飞书 / 钉钉集成
🐛 可追溯的真实 bug	锚定 Sentry / Issue 的回归，不做投机重构
🛡 安全加固	CORS · symlink escape · 凭据暴露

贡献者排名前五

排名	项目	我的贡献者排名	代表贡献方向
#1	Tencent/TencentDB-Agent-Memory	#3 / 11	Codex 集成支持 · Agent Memory 工具链
#2	multica-ai/multica	#7 / 145	WS 鉴权加固 · runtime binding · managed agents
#3	tinyhumansai/openhuman	#11 / 122	CORS 加固 · MCP 来源追踪 · 记忆迁移
#4	rtk-ai/rtk	#13 / 98	Discover 重写 · 密钥脱敏
#5	nexu-io/open-design	#20 / 284	维护者 · MCP 工具 · zh-CN 本地化 · CLI

_{排名按 GitHub contributors 列表中的项目内贡献者顺位统计，不等同于 PR 总量排名。}

代码分布

项目	简介
tinyhumansai/openhuman ⭐13k	Tauri + Rust 个人 AI 桌面
multica-ai/multica	开源 Managed Agents 平台
obra/superpowers	Agentic Skills 框架
nexu-io/open-design	Claude Design 开源替代 · 维护者
rtk-ai/rtk	LLM token 节省 CLI（Rust）
Tencent/TencentDB-Agent-Memory	腾讯 AI Agent 长期记忆
slopus/happy	Claude Code 手机端 · ACP 后端加固
thedotmack/claude-mem	Claude Memory 工具 · Windows 跨平台修复
code-yeongyu/oh-my-openagent	OpenAgent 加强包 · MCP 集成 · 回归锁定测试
anomalyco/opencode	OpenCode CLI · 稳定性 + permission 治理

_{⚙ This README is auto-updated by GitHub Actions · always open to OSS chat}