Good work.
Worth repeating.

Give your AI agent a skill.
Teach it what good looks like.
Keep the changes that prove useful.

Try it below. No sign-in.
A sales brief, taught your way.
Interactive example · no AI calls
  1. 1Use a skill
  2. 2Give feedback
  3. 3Check the change
  4. 4Keep what works
Original answerv1

“Help me prepare
for this sales call.”

Fieldwork is a software company serving growing teams. It offers workflow tools. The company is hiring three account executives. You could discuss your sales onboarding product.

Source supplied in this example:
Fieldwork careers page · 3 sales rolesFictional company and source for demonstration.
What would you change?

Pick a correction. Watch the method change.

Instruction added to the proposed skill

Your feedback belongs in a repeatable method—not just this one answer.

Proposed answerv2?

Small correction.
Lasting lesson.

Your proposed answer will appear here. Choose a correction to begin.

Here: a simplified example. In your workspace: fresh tasks, complete answers, recorded checks, and a release decision. This demo does not measure improvement.

A skill is a reusable set of instructions.
Agent Ammo helps you build it, use it, and test ways to improve it.

Make your first skillFree platform access during open beta · No card required

Your know-how.
Your agent.
Connected.

Start with a job you understand. You should be able to recognise a good result without reading a line of code.

Connect through MCPClaudeChatGPTCodexCursor
  1. 1

    Describe the job

    The creator builds instructions, tries example tasks, and shows its quality review. Add research tools when you need current sources.

    Create your skill
  2. 2

    Use it where you already work

    Connect your assistant to a private copy. Give it a real task. See when it connects and what it reports back.

    See the connection guide
  3. 3

    Turn feedback into a tested change

    Your feedback suggests a better method. Fresh examples compare it with the original. Inspect the answers and the decision before adopting it.

    See what counts as evidence

What’s worth
doing well?

Explore existing skills

Better is
a finding.
Not a feeling.

A successful connection isn’t an improvement. Neither is a thumbs-up on its own. See the work, the proposed change, and the test behind every decision.

Understand the evidence
The work that actually happenedReported task, answer, skill version, and checks.
The lesson worth investigatingYour real feedback and a proposed change to the method.
The comparison that earns a decisionFresh tasks. Complete answers. A recorded release or rejection.

Your agent must report its work. Agent Ammo cannot silently read your conversations. Passing a test does not prove business impact.

Start small.
Make it useful.

Free platform access during open beta. Verified users can receive up to $0.25 in starter AI credit, subject to the shared $10 monthly pool. Then bring your OpenRouter key. Research and script tools use your own provider accounts.

Build something worth repeatingSee available credit and spending in your workspace. No automatic top-ups.