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LichAmnesia/README.md

Hi, I'm Shen Huang

Engineer at Google. Sunnyvale, CA. I build open-source tooling for coding agents — TUIs, skills, local-model recipes, evaluators, and the humans who sit next to them.

X Substack Website LinkedIn Followers


🔥 Now building

  • openseek-recipe — reproducible local inference recipes for coding agents. First one: Qwen3.8-Flash-Next (125B MoE) on a single RTX PRO 6000 96GB — 181 tok/s decode, 66% on a SWE-bench Pro subset, RAM-tier KV cache that brings a 130K-token agent session back in 0.64 s. Pinned runtime, client configs, raw benchmarks.
  • orangebot-launch — open-source local voice keyboard for macOS. Hold a key, speak, clean text lands where you type. Rust + Tauri, local Whisper + Qwen, or your own OpenAI-compatible servers. No account, strict-local mode.

🤖 Coding Agents

  • openseek 209★ — 广度求索. Open-source TUI coding agent with multi-provider routing, MCP, LSP, and Plan/Agent/YOLO modes. The Claude Code alternative for DeepSeek-class models.
  • gemini-evolve — auto-tune your GEMINI.md via the gemini CLI itself. GA + GEPA/DSPy, hard gates before apply. No vibes, no regressions.
  • llm-engineering-handbook — 构建生产级 AI 副本教程. Notes on shipping production-grade LLM copilots.

🧩 Agent Skills

  • lich-skills 231★ — opinionated skill library for Claude Code · Gemini CLI · Codex. Spec-driven dev loop + debug-hypothesis loop, telegraph-style, no filler.
  • unreal-engine-agent-skills — nine skills for the UE5 decisions that fail silently: authority vs. cosmetic, hit contracts, state ownership, spawn frames, engine feature maturity. Written against a published rubric, gated by script.
  • skill-lint — security scanner for agent skills. Catches prompt injection, obfuscation, credential exfil, and supply-chain risk before you install a third-party skill. OWASP Agentic Skills Top 10 + Snyk ToxicSkills heuristics.

📚 Curated Lists

  • GPT-Prompt-Hub 2.4k★ — community-curated custom-GPT prompt repository.
  • awesome-ad-video-prompts 82★ — original high-craft prompts for AI video ads (Seedance 2.0 / Veo 3 / Kling / Runway).
  • awesome-antigravity-skills — Agent Skills and resources for Google Antigravity.
  • awesome-mcp-clients — compatibility matrix of MCP clients, the complement to awesome-mcp-servers.
  • awesome-ai-x — the highest-signal AI accounts on X. Anti-viral: only deep thinkers and real builders.

🛠️ Apps & Tools

  • orangebot.ai — daily AI news, paper x-rays, and free browser tools & games.
  • atomos — Personal Research OS. Local-first PKM + AI Q&A over a markdown vault. Tauri 2 / Rust / React / SQLite.
  • peepbo — Linux desktop automation (screenshot + click + type). Peekaboo, but for Linux.
  • Stashlog — premium-content and paid-community platform for course creators. Next.js + Firebase.

✍️ Writing

Essays on engineering leverage, Big-Tech politics, and the tooling I build — at shenhuang.substack.com and alwa.info.

☕ Say hi

Want to chat — product, agents, or career? Pick a slot (include an agenda please):

meet link

休言万事转头空,未转头时皆梦。

Pinned Loading

  1. GPT-Prompt-Hub GPT-Prompt-Hub Public

    GPT-Prompt-Hub is an open-source community-driven repository dedicated to the collection, sharing, and refinement of custom GPT prompts

    2.4k 402

  2. lich-skills lich-skills Public

    TypeScript 232 26

  3. openseek openseek Public

    OpenSeek - 广度求索: open-source TUI coding agent with multi-provider routing, MCP, LSP, and Plan/Agent/YOLO modes.

    TypeScript 209 6

  4. unreal-engine-agent-skills unreal-engine-agent-skills Public

    Agent skills for the UE5 decisions that fail silently — authority vs. cosmetic, hit contracts, state ownership, spawn frames, phase bans, and engine feature maturity.

    Shell 5 1

  5. openseek-recipe openseek-recipe Public

    OpenSeek Recipe — reproducible local inference recipes. First validated: Qwen3.8-Flash-Next on one RTX PRO 6000 96GB, with pinned runtime, RAM KV cache, client configs, and benchmarks.

    Python 2

  6. orangebot-launch orangebot-launch Public

    Open-source local voice keyboard for macOS — hold a key, speak, and clean text lands where you type. Rust + Tauri, local Whisper + Qwen or your own OpenAI-compatible servers.

    Rust 1