Skills

Teach it once. Review it. Use it again.

Show Riley a reply that jumped to the wrong conclusion. Explain the missing check, review the proposed rule, and give its next answer a better method to follow.

Join the waitlistSee it in practice

Mac-only for now. Free during the beta (invite-only).

Your methods, made reusable

Make the better answer a method you can repeat.

Import an escalation checklist, teach a teammate to check the evidence, or give an external agent your approved proposal method. Review the instructions before reuse.

Supported skill-link import

Bring your team’s SKILL.md into the review queue.

  1. The method file

    Provide a supported link to your team’s escalation SKILL.md or paste its contents into the importer.

  2. A human review

    The reviewer checks the instructions, removes assumptions that do not fit the company, and approves the shared skill.

  3. A method to select

    An AI teammate can use the approved shared skill when preparing the next escalation.

Teach an AI teammate
GitHub
Them AI Prepared for review
Skill excerpt

List the observed problem, attempted fixes, supporting sources, and the decision needed from the next owner.

Your team decides the next step

The skill importer accepts supported GitHub links or pasted SKILL.md content. Each import creates a draft shared skill, not an approved rule.

Supplied example + reviewed guidance

Turn a better reply into Riley’s next lesson.

  1. The correction

    Show Riley a reply that treated a changed subscription plan as proof of a second charge, alongside approved billing guidance.

  2. A rule to review

    Explain the distinction and review the proposed training rule before allowing Riley to reuse it.

  3. Teammate-specific training

    The approved rule stays with Riley rather than becoming a policy for every teammate.

Explore support training
ZendeskNotion
Them AI Prepared for review
Training rule draft

Separate plan status from invoice and payment evidence. Ask billing for the missing check before confirming a charge or credit.

Your team decides the next step

A person supplies the ticket example and correction. Training creates a draft rule owned by that teammate; it is not automatic Zendesk training.

Scoped MCP skill retrieval

Give a compatible agent the playbook your team approved.

  1. The approved playbook

    Choose a reviewed proposal-checking skill and a compatible external agent with its own permitted MCP connection.

  2. The same method

    The external agent retrieves the shared skill and uses its checklist while preparing work in its own environment.

  3. A reviewable draft

    Your team reviews the resulting proposal using the same method, with the agent’s external actions controlled separately.

Explore external connections
CursorMCP
Them AI Prepared for review
Checklist excerpt

Check each promised deliverable against the approved scope and name every assumption that still needs agreement.

Your team decides the next step

A compatible MCP client can retrieve approved shared skills when its feed allows skills. Teammate-owned training rules are excluded.

Inside Skills

Your team’s methods, made reusable.

Teach with examples

Explain the check behind the better answer.

A changed subscription plan does not prove a second charge. Show Riley the example and explain that billing must check the invoice and payment record before confirming the outcome.

A person teaching Riley a rule to review before reuse

An example and the correction that follows it.01 / 03

Review the rule

Check the lesson before it is used again.

The correction becomes a draft rule. Review its wording and scope before approval. The approved training rule stays with Riley for future tasks, not every teammate in the company.

A proposed skill’s review status and teammate-specific scope

A proposed skill awaiting human approval.02 / 03

Share the method

Give the rest of the team a useful starting point.

When an escalation checklist or proposal method should travel further, create a separate shared skill. Review it, then choose which teammates should use it.

Training for Riley, with the person who taught it and its review state

Training stays with one teammate. Shared methods are reviewed separately.03 / 03

Explore the full task

Customer support

A subscription billing handoff

Sources, review and next steps Sales

Proposal preparation

Sources, review and next steps Retail & e-commerce

Return received to reviewed next step

Sources, review and next steps

A few things worth knowing.

How is a skill different from a memory?
Memory records what is true, including facts and decisions. A skill explains how to approach a task, such as preparing a handoff or checking the evidence behind a proposal.
Can we import and export shared skills?
Yes. Import a supported skill link or pasted SKILL.md, and export shared skills in the same format. Imports start as drafts for human review. Teammate-owned training rules cannot be exported.
Does this fine-tune a model?
No. Skills are reusable instructions. Training corrections propose skills for review rather than changing a foundation model’s weights.

Bring one real workflow

Try it on work your team already does.

Choose one recurring question, bring the source material, and name the person who will review the answer. Start there, then decide what is worth repeating.

Mac-only for now. Free during the beta (invite-only). Have a workflow in mind? Plan a pilot with us.