Custom AI Agent Skills
Package repeatable procedures as reusable skills for your team’s AI agents.
The problem
Two people ask an agent to prepare the same onboarding brief and get different sections, checks, and file formats.
We turn the approved procedure into a versioned skill with instructions, templates, and examples. We test when it activates, what it produces, and when it should ask for help.
What we handle for you.
Procedure design
Separate required checks from choices the agent may make.
Skill evaluation
Run representative tasks and near misses to check outputs and activation.
What you walk away with.
- An installable skill for your selected agent environment
- Example inputs, expected outputs, and update instructions
Is this you?
- Teams repeating research, review, or document preparation tasks
Available with this service after launch.
This is not a separate service. It is the ongoing support option for keeping Custom AI Agent Skills useful, maintained, and improving as your business changes.
In practice
Turn an approved procedure into a skill
For an onboarding brief, package the required inputs, approved template, checks, and examples together. Test a similar request that should not activate the skill.
Bring a finished example and the instructions used to produce it.
Package a team procedure →Frequently asked questions
How does a skill differ from an MCP tool?
A skill describes how to perform a task. An MCP tool exposes an operation an assistant can call. A skill can direct an assistant to use an approved tool.
How are skills updated?
Version the instructions and examples together. Run representative tasks against each revision before sharing it with the team.
What makes a procedure a good candidate for a skill?
Look for a repeated task with a recognizable trigger and an example of acceptable output. A proposal review checklist is easier to test than a broad request to improve sales.
Can one skill work across multiple agent platforms?
The instructions and examples may transfer. Packaging, tool access, and activation behavior vary, so each target environment needs its own test.
Can a skill use our house templates?
Yes. Include approved templates and samples, then check the resulting structure and required fields against a finished example.
What happens if required inputs are missing?
Define which inputs are mandatory and how the agent should request them. Test incomplete cases so the skill does not fill gaps with invented details.