在 AI 时代寻仙问道，把人生决策、投资研究、创作表达，做成一个个可复用的 Agent Skill。
In the age of AI, I turn life decisions, investment research, and creative work into reusable Agent Skills.
我在做三件事。
搜索、会话、终端，都做给 Agent 直接用。
- argo — 给 Agent 的多语言搜索和证据核验，不是给人看的摘要页。DeepSeek Harness 也能装
- session-digger — 把 Claude、Grok、Kimi、Codex 这些环境的会话变成可检索的记录
- kimix — 高性能的通用 Agent 代理，跑在终端里
- dsh-files — DeepSeek Harness 里传文件、读 PDF / Word / Excel
决策、写作、投资，把反复要做的判断和表达，做成能复用的 Skill。
- taxueskills — 人生决策系统，把模糊的问题收成能动手的一步
- say-it-human — 先标出哪里像机器写的，要不要改你自己说
- fund-investment-guide — 基金体检和同经理多基金选择，数据层与 argo 联动
下面分享几张作品。「道」和熊猫「晚秋」出自 taxue-creative-style，节气「立春」出自 taxue-solar-polaroid。点图可以进对应仓库。
我的 DeepSeek Harness 插件矩阵，装上就能用。主打 argo，其余各管一摊。
argo · 给 Agent 的搜索基础设施
- 150+ 引擎自动选路：中文、英文、日韩、学术、行情、购物、代码，按领域和语言分诊，不一律扫网页
- 交付的是证据，不是链接清单：候选结果带可信度分解，Agent 能直接 fetch 复核，不撑爆上下文
- 免费引擎优先，Key 全可选；也能当 MCP 服务接进 Claude Code / Cursor
| 插件 | 一句话 |
|---|---|
| dsh-files | 传文件、读 PDF / Word / Excel，会话之间互相隔离 |
| dsh-snippets | 常用命令、网址、提示词存成片段，一条调用找回，零依赖 |
| dsh-healthcheck | 只读体检：磁盘、内存、延迟、插件是否落后，带历史基线 |
| dsh-plugin-guard | 装前静态审计、装后哈希校验，从不执行目标插件 |
| taxue-dsh-artisan | 提示词反推与优化，多供应商生图，支持后台异步出图 |
- X：@TaXue2025
- 某个 Skill 不好用，或想一起做：到对应仓库开 Issue
I'm working on three things.
Search, sessions, and a terminal — built for agents to use directly.
- argo — multilingual search and evidence checks for agents, not a summary page for humans. Also a DeepSeek Harness plugin
- session-digger — turns Claude, Grok, Kimi, and Codex sessions into searchable records
- kimix — a high-performance, general-purpose agent for the terminal
- dsh-files — send files in DeepSeek Harness; read PDF / Word / Excel
Decisions, writing, investing — recurring judgment, packed as reusable Skills.
- taxueskills — a life-decision system that turns a fuzzy problem into a next step you can take
- say-it-human — flags the machine-written parts; you decide whether to change them
- fund-investment-guide — fund checkups, and how to pick among funds run by the same manager; data layer links into argo
A few pieces below. 「道」 and the panda 「晚秋」 are from taxue-creative-style; the solar term 「立春」 is from taxue-solar-polaroid. Click an image to open the repo.
My plugin lineup for DeepSeek Harness — install and go. argo is the flagship; the rest each do one job.
argo · Search infrastructure for agents
- 150+ engines, routed by domain and language: Chinese, English, Japanese/Korean, academic, market data, shopping, code
- Delivers evidence, not link lists: ranked candidates with credibility breakdowns agents can fetch and verify
- Free engines first, keys all optional; also plugs in as an MCP server for Claude Code / Cursor
| Plugin | One-liner |
|---|---|
| dsh-files | Send files, read PDF / Word / Excel; sessions stay isolated |
| dsh-snippets | Save commands, URLs, and prompts as one-call snippets; zero dependencies |
| dsh-healthcheck | Read-only checkup: disk, memory, latency, stale plugins, with history baselines |
| dsh-plugin-guard | Static audit before install, hash verification after; never runs the target plugin |
| taxue-dsh-artisan | Reverse-engineer and refine prompts; multi-provider image generation with async background rendering |
- X: @TaXue2025
- If a Skill is broken, or you want to build together: open an Issue on the repo
晚来天欲雪，能饮一杯无？
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