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I talk with Remy, known online as AI with Remy, about agent skills and how to share them across a whole team. Remy explains that a skill is an SOP for AI: a markdown file that teaches Claude your exact way to do a task. He then shows his system. He keeps his team skills in one GitHub repository, and he installs that repository as a plugin in Claude Code and Codex. The result is one source of truth, automatic updates for everyone, version control, and company ownership of the work. Listen to this episode if you run daily tasks with agents and you want your whole team to get the same quality of output.
Remy’s prompt + skill setup: https://startup-ideas-pod.link/Remy-skills
Timestamps
00:00 – Intro
02:33 – Skills as SOPs for AI
04:27 – How the agent uses skills
05:13 – AI is single player
06:21 – Example Skills: Notion, Brand Voice, Email
08:07 – How to share skills
11:40 – What is a Plugin?
14:58 – Anatomy of a Plugin
15:30 – Version Control and Rollback
16:58 – A Second Repo for Personal Skills
18:29 – The Day Claude Deleted 150 Skills
20:02 – Skills as Company Assets
21:00 – A Web App on Top of the Repo
24:46 – How Many Skills to Build
27:00 – The Self-Improvement Loop
28:15 – Skill Maxxing
30:40 – Closing Thoughts
Key Points
- A skill is a markdown SOP that teaches an agent your exact way to do a task.
- Most skills sit on one laptop, so a great process stays with one person.
- A GitHub repo plus a plugin gives the team one source of truth for every skill.
- Auto-update sends each skill edit to every teammate in Claude Code and Codex.
- A company-owned repo keeps the skills when a teammate moves on.
- Remy builds thin agents and thick skills, so any harness can run the same process.
LCA helps Fortune 500s and fast-growing startups build their future - from Warner Music to Fortnite to Dropbox. We turn 'what if' into reality with AI, apps, and next-gen products https://latecheckout.agency/
The Vibe Marketer - Resources for people into vibe marketing/marketing with AI: https://www.thevibemarketer.com/
FIND ME ON SOCIAL
X/Twitter: https://twitter.com/gregisenberg
Instagram: https://instagram.com/gregisenberg/
LinkedIn: https://www.linkedin.com/in/gisenberg/
FIND REMY ON SOCIAL
Youtube: https://www.youtube.com/@aiwithremy
AI with Remy: https://www.aiwithremy.com/
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