Blog

Thoughts on AI, technology, and innovation

May 6, 2026Tech

Chesterton's Fence: Why You Should Understand Before You Tear Down

Chesterton's Fence is a mental model that advises against removing something until you understand why it exists. Originating from G.K. Chesterton's 1929 parable, it has become a cornerstone of second-order thinking in software engineering, organizational design, and public policy.

May 6, 2026Tech

Code Simplifier Skill Review — Cleaning Up Code Without Breaking Things

A multi-angle review of the code-simplifier skill ecosystem — comparing the Anthropic Claude Code plugin with our adapted Hermes version. We examine the five principles of safe simplification, test both implementations against real code patterns, and identify what's worth borrowing versus what's already covered.

May 6, 2026Tech

Webapp Testing Skill Review — Browser Automation for AI Agents That Actually Works

Hands-on review of the webapp-testing skill — comparing our Playwright-based approach against alternatives in the AI agent ecosystem. We explore the reconnaissance-then-action pattern, server lifecycle management, and why most AI testing tools overcomplicate what should be simple.

May 5, 2026AI

How We Adapted Quality Playbook into Hermes: Extraction, Not Duplication

A step-by-step account of how we adapted the popular quality-playbook-generator skill into Hermes Skill Graph 2.0. Instead of duplicating 479 lines, we extracted universal forensic methodology into two composable skills while discarding what our existing graph already handled.

May 5, 2026AI

Skill Creator Ecosystem: From 180K Installs to Hermes Skill Graph 2.0

A deep comparison of three major skill creation frameworks: Anthropic Skills (182K installs), OpenClaw Skill Creator, and Hermes Skill Graph 2.0. We analyze their design philosophies, strengths, weaknesses, and how Hermes synthesizes the best ideas into a tiered composition model.

May 5, 2026AI

Agent Skills Ecosystem Survey: What 8 Categories Reveal About AI Agent Evolution

A comprehensive survey of 8 agent skill categories — from tmux session control to Playwright testing — revealing which skills are worth adopting, which are redundant, and what the ecosystem's state tells us about AI agent maturity.

May 5, 2026AI

Running NVIDIA Nemotron Nano Omni 30B on a Single RTX 4090

NVIDIA just dropped Nemotron 3 Nano Omni — the first open 30B-class model with native video + audio + image + text understanding. I ran it on a consumer RTX 4090. Here's how it went: the surprising speed, the Chinese capability, the multimodal limitations, and what this means for local AI.

May 5, 2026Tech

GitNexus Deep Dive: The 35K-Star Code Intelligence Engine for AI Agents

A comprehensive analysis of GitNexus — the zero-server code intelligence engine with 35K GitHub stars. We examine its 12-phase ingestion pipeline, 16 MCP tools, process detection engine, LadybugDB graph storage, and evaluate its fit for our AI agent skill ecosystem.

May 5, 2026Tech

Tmux Skills for AI Agents: Why We Don't Need a Tmux Wrapper

The tmux control skill has 2.8K installs on skills.sh, but does your AI agent actually need it? We examine the architectural trade-offs between tmux-based session control and native terminal tools.

May 4, 2026AI

AI Music Agent Skills: Evaluating the Landscape in 2026

We survey four AI music agent skills — EsshUwU/music-skill (procedural MIDI), Cynaps3 OpenClaw (Suno+Sonauto), vargHQ/skills (multi-modal), and fltman/suno-skill. Most struggle with paid API walls, platform lock-in, or limited capability. Here's what works, what does not, and why the local procedural approach is worth watching.

May 4, 2026AI

Hermes Novel Generator: Multi-Agent Novel Writing as a Skill

A Hermes Agent skill that generates full novels through a pipeline of specialized agents — Orchestrator, Storyteller, Character Agents, Lore Auditor, Prose Stylist. We compare it against NovelClaw (293 stars) and Morpheus (25 stars) and explore its Scene Sandbox model.

May 4, 2026AI

Integrating humanizer into the Agent Skill System — and the Missing Chinese Piece

We integrated humanizer (29 English AI-writing patterns from Wikipedia) into six skills across our blogging and job-hunting pipelines, and built zh-anti-slop v2 — covering 20 Chinese-specific patterns with a trigger/exclusion/risk framework borrowed from patina — all voice-tiered to avoid stripping professional substance.

May 4, 2026AI

psy-core: Tamper-Evident Audit Trails for AI Agent Memory

psy-core wraps your AI agent's memory operations in a tamper-evident audit chain. Every memory write, every skill change gets a receipt. Here's how it works, what it captures, and why it matters for agents that learn across sessions.

May 4, 2026AI

Telepath: A Memory-Aware Visualizer That Already Knows You

Telepath reads your Hermes Agent's persistent memory before rendering any chart or diagram. The more Hermes knows about you, the fewer questions Telepath asks. Built for the Hermes Agent Creative Hackathon with Kimi K2, it turns vague intent into polished visuals.

May 4, 2026Tech

From Sync to Backup: The Missing Half of AI Agent Data Safety

Sync keeps your AI agent consistent across machines, but it cannot save you from a crashed server or a mistaken deletion. A deep dive into why backup is the natural next step after sync, and how to close the gap with a daily ZIP + git push strategy.

May 4, 2026Tech

Integrating Skywork Office Skills into Hermes Skill Graph 2.0

A deep dive into evaluating and integrating SkyworkAI's open-source Office Skills into the Hermes Skill Graph 2.0 system — security audit, multi-dimensional assessment, architecture decisions, and the full adaptation process.

May 3, 2026Tech

Skill Graphs 2.0: A Tiered Architecture for AI Agent Skill Management

Skill Graphs 2.0 is a tiered architecture that organizes AI agent skills into atoms, molecules, and compounds — transforming a flat toolbox into a composable, versioned knowledge graph. We share the methodology, metrics from a 194-skill deployment, and the design lessons learned.

May 3, 2026Tech

Spark 2.0: World Labs Unleashes Streamable 3D Gaussian Splatting on the Web

Spark 2.0 brings Level-of-Detail streaming and virtual paging to 3D Gaussian Splatting, enabling scenes with 100M+ splats to render smoothly on any device. Built by Fei-Fei Li's World Labs, it redefines how 3DGS content is consumed on the open web.

May 2, 2026AI

Security Theater: Evaluating Skill-Vetter, the AI Skill Security Scanner

A deep multi-dimensional evaluation of skill-vetter — the first security scanner for AI agent skills. Despite 26 GitHub stars and a bold promise, the tool fails its own security checks, runs on grep-powered regexes, and exempts itself from its own dangerous-pattern detection. Verdict: security theater.

May 2, 2026AI

Neat-Freak: The Skill That Keeps Your AI Agent's Brain From Rotting

Code evolves while documentation stays frozen. AI agents increasingly rely on stale memories, wrong environment variables, and outdated route lists — a phenomenon we call "documentation brain rot." neat-freak is a cross-platform agent skill that attacks this problem with OCD-level rigor, systematically aligning code, project docs, and agent memory after every development session. We dissect its three-layer knowledge model, five-step execution pipeline, and adapt it for real-world use with Hermes Agent.