Experimental projects under active development by nlink-jp.
These tools are works in progress. APIs, features, and interfaces may change without notice.
| Project | Description | Language |
|---|---|---|
| agent-skeleton | Autonomous agent skeleton — plan-approve-execute loop, per-tool approval, 2-tier memory compression, MCP support | Python |
| agentic-web-search | Go | |
| llm-othello | Browser-based Othello against a local LLM — server-side move generation via OpenAI-compatible API | Go |
| log-analyzer | Log analysis tool | Go |
| m5-clock | NTP-synchronized digital clock for M5Stack Core2 — night mode, RTC backup, SD card config | C++ |
| m5-data-receiver | Serverless AWS backend for m5-vehicle-logger — API Gateway + Lambda + S3 with deploy/destroy scripts | Bash/CFn |
| m5-vehicle-logger | Vehicle data logger for M5Stack — GNSS + 9-axis IMU + barometer, 3-page display, gravity compensation | C++ |
| magi-system | Multi-agent discussion system with 3 AI personas (MELCHIOR / BALTHASAR / CASPER) | Python |
| magi-system2 | Multi-persona AI discussion with dynamic persona generation, dual memory, and adaptive facilitation via Gemini | Python |
| mail-watcher | Mail monitoring workflow — watches for incoming eml/msg files, analyzes with LLM, and posts Slack notifications | Bash |
| mcp-skeleton | MCP server skeleton — raw JSON-RPC 2.0 over stdio/SSE with API key auth, for learning MCP internals | Python |
| meeting-note | Meeting minutes structuring tool — audio/transcript to structured JSON via Gemini, then compile to Markdown/HTML | Python |
| sai | Context-aware Slack bot with RAG memory and natural language command execution | Python |
| slack-monitor | Real-time Slack channel summarizer with local/cloud LLM and Textual TUI | Python |
| virtual-reviewer | AI-powered security review system with LLM expert models — no RAG, UNIX philosophy | Python |
| workflow-builder | LLM-powered workflow builder — generates shell scripts from natural language using CLI tool registry | Design phase |
- cli-series — Slack / Confluence / Splunk CLI tools
- chatops-series — Slack ChatOps automation tools
- cybersecurity-series — AI-powered security tools
- lite-series — Local-first LLM and pipeline CLI tools
- util-series — General-purpose data conversion tools