Learn skills, connect them, then build your own.
Everything in one place, in five steps. Start at the top, or jump straight to the part you need.
Prompts drift. Skills compound.
A prompt is a one-time instruction you retype every session. A skill is a living document that keeps your procedures, decision logic, and corrections in one place, so the work gets more accurate the more you use it. Here's what one actually is.
A skill is a folder of intelligence
At its core, a skill is a folder of files that teach AI how to do something specific. One file does most of the work, the SKILL.md:
Everything else is optional. You can build a powerful skill with just a well-written SKILL.md.
What a skill knows sorts into three layers. Separating them is what lets one skill keep paying off without constant rewrites:
This is where "compound" comes from. You give the skill one standing instruction to capture your feedback. After that it runs the loop itself every session, with no re-prompting, asking what to change and saving the answer. It isn't the model rewriting itself unprompted; it's a loop you set up once:
Run the skill
It does the work using its current instructions.
You correct it
Flag what it got wrong, miscategorized, or should handle differently.
It saves the lesson
Your corrections are written to the preferences.md file inside the skill.
Next run is sharper
The skill reads those preferences first, so it starts where you left off.
That standing instruction is just one line: "After every run, ask me what to change, and update your preferences." No code, no retraining, and nothing changes unless you confirm it.
Skills aren't used one at a time. You can load several complementary skills into a single conversation so they work in concert — the AI applies all of them at once. Stack the right few and a workflow that used to mean switching between tools happens in one session.
One published blog post used all four together in a single Claude conversation — how the team writes, its visual style, the content structure, and the optimization that helps it rank in AI-powered search. The same approach works for presentations, sales outreach, or any workflow where consistency matters across a team.
One connection. Every tool you already use.
Skills aren't locked to one app. Store them once in Agentman and reach them from any AI tool through a single MCP connection, the open standard for giving AI access to your tools and content.
Your skills
Stored once in Agentman
Register free
Create your workspace at studio.agentman.ai/skills and add the skills you want.
Add a custom MCP server
In your AI's settings, add a connector and paste skills.agentman.ai/mcp.
Authorize & verify
Approve access, then ask "list my skills" to confirm they're live.
Go deeper on the path that fits your role.
Same foundation, different next steps. Each path is a short, ordered sequence that ends by handing you off to the right way to build.
Put skills to work
- Explore the Skills LibraryFilter by Healthcare, Marketing & Sales (or whatever your interest).
Build skills into your products
Watch a self-learning skill get built.
The fastest way to understand skills is to watch one come together. In 30 minutes, build a Gmail assistant that triages your inbox, then wire up the feedback loop from section 01 so it sharpens every time you correct it.
Build a Self-Learning Gmail Assistant
Sort important mail, summarize newsletters, flag spam, plus the feedback loop that writes your corrections back into the skill. No code required.
Open the full lessonCreate your own skill.
You've seen what a skill is, how it learns, and how to connect it. Now make one. Start the fast way, then refine in the visual editor. Your skill works in Claude, ChatGPT, and your agents.
Quick Create
Describe what you need in plain English. The builder writes the SKILL.md, organizes your content, and formats it correctly, feedback loop included.
Clone & Customize
Start from a system skill that's close, clone it to your workspace, then adjust the thresholds, templates, and decision logic for your team.
Browse skills to cloneBuild from Scratch
Open the visual editor with a blank SKILL.md. Full control over structure, content, and organization.
Open the editorDescribe it
Say what the skill does, when AI should use it, and the key decision logic.
Review the structure
The builder generates a SKILL.md with frontmatter, instructions, and a decision tree.
Edit & refine
Adjust thresholds, add edge cases, and customize templates in the editor.
Publish & use
Save to your workspace, instantly available in Claude, ChatGPT, and your agents.
Metadata panel
Name, version, description, category, tags, all in form fields. No YAML required.
Content editor
Rich text for SKILL.md, with a markdown preview that shows exactly what the AI will see.
File manager
Drag and drop into references/, scripts/, and assets/ to organize supporting content.
Token counter
Real-time token count across GPT-4, Claude, and Gemini, so you know your context cost.
Version history
See every version, compare side by side, and restore any one with a click.
Preview mode
Test in a sandbox to see how AI applies your instructions before publishing.
Ready to build your first skill?
Describe what you need, clone a starting point, or open a blank canvas.