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ktz03/README.md

Hi, I'm ktz03

OSS contributor focused on Agent runtime / memory / tooling.
I ship small, reviewable fixes upstream — and own end-to-end Agent products on the side.

Open source (selected)

volcengine/OpenViking — external contributor (merged):

PR Focus
#4643 dsh-plugin: parallel profile + recall on pre-step
#4608 opencode-plugin: isolate flushAll session failures
#4040 rerank: send top_n on OpenAI-compatible path

Also active on deeper threads (e.g. pending-queue / memory fencing) where maintainers and peers iterate on design — not drive-by patches.

Occasional fixes elsewhere (e.g. Tencent/ncnn).

Building

  • AIFlowHub — NL to executable AI workflows / agents (skill routing, validation, private deploy)
  • traj-wash — Agent trajectory diagnosis + rubric wash CLI
  • handoff-pack — multi-model Agent context handoff packet CLI
  • Site Agent — guided navigation Agent (SSE, context engineering, allowlisted deep-links)

Focus

Python · TypeScript · Agent / LLM apps · memory & tool loops · pragmatic product+eng ownership

I keep the public contribution surface focused: prefer merged, reviewed work over open PR volume.

Pinned Loading

  1. volcengine/OpenViking volcengine/OpenViking Public

    Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

    Python 35.7k 2.7k

  2. Tencent/ncnn Tencent/ncnn Public

    ncnn is a high-performance neural network inference framework optimized for the mobile platform

    C++ 23.8k 4.5k

  3. AIFlowHub AIFlowHub Public

    Pre-EOL independent maintainer since Jan 2026. Community continuation of Flowise after Aug 2026 archive. Skill-driven NL→Workflow, Cloud+Local LLM, Quota/Cost/Eval.

    TypeScript 1

  4. traj-wash traj-wash Public

    Agent trajectory diagnosis + rubric wash CLI — evaluate, locate failure onset, wash cascade failures, export clean segments.