
agent skills · Claude · ChatGPT
A practical look at whether reusable AI agent skills are portable across Claude, ChatGPT and other assistants — what the format looks like, where vendor lock-in hides, and how to write skills that age well.

ai automation · mcp servers · agent skills
A practical decision framework for indie founders and small teams: when reusable agent skills are enough, when you actually need an MCP server, and how to avoid building both.

AI agents · Claude Skills · OpenAI Skills
An indie-founder guide to versioning AI agent skills: when to bump versions, how to write a changelog readers can follow, and how to migrate your personal skills library as platforms shift.

AI agents · automation · MCP servers
A practical decision guide for indie founders. Learn when to reach for agent skills, when to spin up an MCP server, and how to avoid over-engineering your AI automation before it costs you more time than it saves.

self-hosted AI · AI infrastructure costs · solo founder tools
Beyond the GPU price tag, self-hosting AI demands ongoing operational commitment. This guide maps the real costs — maintenance time, scaling friction, downtime risk — so solo founders can decide whether to keep building or start billing.

AI tools · automation · agent skills
Solo founders hoard prompts, keyboard shortcuts, and browser bookmarks that overlap in purpose. Here's a practical way to audit what you have, classify each by edit frequency and fragility, and decide whether packaging it as a reusable AI skill actually pays off or whether a simpler system lasts longer.

AI skills · agent workflows · solo founder
When should a solo founder invest time in packaging a workflow as a reusable AI skill, and when should they just keep writing prompts or use an existing one? This guide breaks down the trade-offs in setup time, maintenance, consistency gains, and real cost — from the perspective of someone running a one-person operation.

SaaS waste · subscription audit · solo founder
Most indie builders bleed money on subscriptions they forgot they had. This guide gives you a structured, repeatable process to find, evaluate, and cancel unused SaaS tools — without needing a finance degree.

AI agents · OpenAI Skills · Claude Skills
OpenAI Skills and Claude Skills solve the same pain — repeating the same instructions over and over. Here's what each one actually does, where they overlap, and a simple rule for picking the right approach without over-building.

AI tools · automation · OpenAI
OpenAI, Claude, and other assistants now offer skills, plugins, and MCP servers — all promising to extend what your AI can do. Here's how to pick the right one for the task without over-building or getting locked into someone else's product.

agent skills · solo founders · AI automation
Not every repetitive task deserves an AI agent. This guide helps you map your workflows, choose the right tool category, and start with the tasks that return the most time — without adding maintenance overhead.

AI agent skills · skills library · reusable workflows
Stop copying prompts between tools. Learn how to organize, version, and maintain a personal skills library that saves time instead of creating new chores.

AI tools · agent skills · OpenAI Skills
Agent skills are reusable workflows you give an AI assistant so it does a specific kind of work consistently. Here's what a skill actually is, how it differs from a plugin or API, and how a solo founder can decide whether installing one saves time or just adds overhead.