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ktz03/README.md

Hi, I'm ktz03

Agent runtime / memory systems — small upstream fixes that survive review, plus local-first Agent tooling.

Open source (selected)

volcengine/OpenViking — external contributor (merged):

PR Focus
#4702 pi-extension: watermark + drain budget (review follow-up)
#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 shipping deeper threads under review (e.g. pending-queue batch replay, path filters in staging) — design iteration with maintainers, not drive-by patches.

Occasional fixes elsewhere: Tencent/ncnn#6906.

Building

Repo One-liner
traj-wash Find failure onset → wash cascade fails → export clean Agent trajectories
handoff-pack Compress OpenAI-compatible messages[] into a paste-ready model handoff pack
AIFlowHub NL → executable AI workflows / agents (skill routing, validation, private deploy)
Site Agent Guided navigation Agent (SSE, context engineering, allowlisted deep-links)

Focus

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

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 36.1k 2.8k

  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.

    JavaScript