AgentTeam

macOS-specific automation: iMessage/SMS messaging and desktop control (screenshots, clicks, keyboard input).

Messaging platform integrations: email (IMAP/SMTP via Himalaya), X/Twitter (xurl CLI), and Yuanbao groups (@mentions, DMs).

Control creative software programmatically: ComfyUI (AI image/video generation via REST/WebSocket API) and TouchDesigner (real-time visual programming via MCP).

Systematic engineering disciplines: debugging (root cause investigation), TDD (test-first development), and exploratory QA (web app testing).

Creative coding: p5.js sketches, Manim animations, Pretext text layouts.

Create, read, edit .pptx decks, slides, notes, templates.

Visual design artifacts: HTML/SVG/JSON diagrams, design systems, brand templates.

Maintain and troubleshoot Hermes Agent Gateway on ubuntu24 remote server (root@ubuntu24.tailcc8506.ts.net). Covers directory migration recovery, venv rebuild, service restart, and common failure modes.

Assess, clean up, back up, and decide whether to keep or decommission a cloud VPS. Covers runaway process detection, disk cleanup, service evaluation, backup triage, and OS reinstallation workflow.

Note-taking app CLIs: Obsidian (filesystem vault, markdown, wikilinks) and Notion (API + ntn CLI, pages, databases, markdown, Workers).

PDF workflows: extract text from PDFs/scans (pymupdf, marker-pdf, OCR), edit PDF text/typos/titles via NL prompts (nano-pdf), split/merge/search PDFs.

Code review workflows: pre-commit verification pipeline (security scan, quality gates, independent reviewer) and parallel 3-agent cleanup (reuse, quality, efficiency).

Pre-build validation: throwaway experiments (spikes) for technical feasibility and HTML mockups (sketches) for design direction. Validate before committing.

Attach debuggers to running processes: Node.js via --inspect + CDP, Python via pdb + debugpy (DAP). Breakpoints, stepping, scope inspection, heap snapshots.

Hermes Kanban multi-agent system: orchestrator decomposition playbook + worker pitfalls, examples, and edge cases.

AI coding agents: Claude Code (Anthropic), Codex (OpenAI), and OpenCode (provider-agnostic) — orchestration via Hermes terminal.

Convert markdown files to professionally formatted .docx documents using pandoc with a reference template — supports Chinese fonts (宋体/微软雅黑), headers/footers, styled headings, and consistent formatting for client deliverables.

LLM fine-tuning: Axolotl (YAML configs), TRL (RLHF/DPO/GRPO), and Unsloth (2-5x faster fine-tuning).

LLM inference: llama.cpp (local GGUF), vLLM (high-throughput serving), Outlines (structured output), OBLITERATUS (refusal ablation).

ML evaluation: lm-eval-harness benchmarks (MMLU, GSM8K, etc.) and Weights & Biases experiment tracking.

ML model tools: AudioCraft (MusicGen text-to-music, AudioGen text-to-sound) and Segment Anything (SAM zero-shot image segmentation).

Apple productivity tools: Notes (memo CLI) and Reminders (remindctl CLI) for macOS.

Complete GitHub workflow: repo management, issues, PR lifecycle, and code review via gh CLI or REST API.

Media discovery: GIF search (Tenor), YouTube transcripts/summaries, and Spotify playback.

Music creative suite: AI music generation (Suno/HeartMuLa), audio analysis (songsee), and songwriting craft.

Research workflow: paper discovery (arXiv, Semantic Scholar), blog/RSS monitoring, knowledge base management, and ML paper writing pipeline.

ASCII creative suite: text banners, message art, image-to-ASCII conversion, and full ASCII video production pipeline.

Baoyu creative suite: article illustrations, knowledge comics, and infographics with consistent type × style × palette workflows.

Write implementation plans: bite-sized tasks, paths, code.

Diagnose and fix SSH connection issues on macOS, including immediate disconnect after TCP handshake, missing SSH banners, and OrbStack network SSH problems.

Diagnose and fix SSH connectivity issues between macOS machines on Tailscale, especially DNS hijacking by 114.114.114.114 causing false IP resolution (198.18.x.x fake IPs).

Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN.

Diagnose and fix Clash Verge (mihomo) connectivity issues on macOS — proxy not working, sites unreachable, DNS problems, CA certificate errors.

Customize oh-my-zsh (OMZ) on macOS — install plugins, edit themes, modify .zshrc. Covers pitfalls with protected files and special character escaping.

Manage Clash Verge 2 (mihomo) proxies via CLI — query proxy groups, check node latency, and switch nodes programmatically.

Set up GitHub authentication for the agent using git (universally available) or the gh CLI. Covers HTTPS tokens, SSH keys, credential helpers, and gh auth — with a detection flow to pick the right method automatically.

Merge two different authors' documentation for the same project into a unified, coherent document set.

Diagnose and fix OpenClaw sentinel service issues on ubuntu24, especially Feishu connection failures, env config drift, and startup delays.

Configure, deploy, and manage OpenClaw Team multi-agent deployment — model assignment, docker-compose config, remote deployment via SSH/Tailscale.

Pattern for setting up cron jobs that only notify the user when specific conditions are met, using a marker file to prevent constant "task completed" messages.