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Don't Worry, Be Happy
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Don't Worry, Be Happy

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@opensourcedesign @fossasia @EpicGames @NVIDIAGameWorks @libredesktop @KikuAI-Lab

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kiku-jw/README.md

Nick

I build practical AI, data, and workflow automation tools that ship.

linkedin · site · cv · blog · music

Current Focus

  • AI-assisted workflow automation: research, triage, document/data processing, and operator-facing tools.
  • Data tools: extraction, cleanup, classification, PII masking, and reliability layers for AI-heavy pipelines.
  • Developer/product systems: APIs, local tools, GitHub control loops, Telegram workflows, and small shipped utilities.

Featured Work

Project What it is
KikuAI Product lab for small useful AI tools with working previews and practical build notes.
PATAS Pattern discovery for recurring commercial spam campaigns in large message datasets.
ClipStash Privacy-first clipboard manager for macOS with history, search, and NotebookLM export.
Chart2CSV AI-assisted chart digitizer that extracts structured data from chart images.
Long video transcriber AI-assisted transcript workflow for turning long-form content into structured review output.
spatial-scene-api Parked FastAPI prototype for deterministic image-to-parallax MP4 rendering.

AI Workflow Tools

Tool What it is
agx-core API-first execution kernel for bounded AI agent lanes with durable task bundles and local verification.
codex-skills Public skill collection for repeatable Codex workflows.
agent-spec-bundle Scaffold kit for turning loose PRDs into agent-ready bundles.
issue-control-loop Deterministic GitHub Issue workflow for human-agent control loops.
session-to-post CLI and skill for turning real coding sessions into development diary drafts.

Utility Projects

Tool What it is
reliapi Reliability layer for HTTP APIs and LLM calls with retries, cache, and cost control.
masker PII redaction API for sanitizing data before sending it to LLMs.
routellm Profile-based LLM router with cost, latency, and fallback-aware model selection.
DocStripper Batch document cleaner for removing headers, footers, and other text noise.
thread-router Route Telegram forum threads into structured workflows.
site-blocker Host-level website blocker for macOS and Linux with a long default lock window.
peak-crossover-mouse-fix Practical CrossOver fix for the PEAK mouse input bug on macOS.

Archive

  • polybudget-sim — simulation-first CLI for analyzing public prediction-market traders.
  • market-signal-lab — dataset-first toolkit for scoring market events and replaying paper-trading scenarios.
  • kiku-dist — older distribution and packaging repo from the KikuAI toolchain.
  • fynx — earlier experiment kept as a public reference.
  • DriftGuard — older public reliability / monitoring experiment.
  • kyuva — archived macOS teleprompter project.

Pinned Loading

  1. KikuAI-Lab/PATAS KikuAI-Lab/PATAS Public

    Pattern-Adaptive Transmodal Anti-Spam System - On-premise deployment for messaging platforms

    Python 2

  2. awesome-ai-skills-by-kiku awesome-ai-skills-by-kiku Public

    Curated list of public AI workflow skills by Kiku with descriptions and use cases

    4

  3. ClipStash ClipStash Public

    🗒️ Lightweight clipboard manager for macOS with history, search, export to NotebookLM, and privacy-first design

    Swift 9 1

  4. reliapi reliapi Public

    Small reliability layer for HTTP APIs and LLM calls. Idempotent HTTP/LLM proxy with retries, cache, circuit breaker and predictable AI costs.

    Python 8