Engineering

Fold your subagents into one agent with skills, keep only what earns it

Avid method, drawn from Anthropic's own testing, for an agent setup that got slow and confused from too many subagents: map every subagent, turn each one into a skill loaded on demand, regroup tools by what the user is trying to do (under 30), write 10 test tasks first, then fold one subagent at a time and keep it only if the folded agent scores worse.

CloneKit@clonekitaiCloneKit creator
Checked automatically · v1.0.0 · Oct 26

What your AI will deliver

  • SUBAGENT-MAP.md: every subagent with its prompt, tools, when it is called, and flags for chains, shared data and co-runs
  • One skill file per subagent, each with a one-line when-to-use description and its full steps loaded only on demand
  • TOOLS.md: tools regrouped by user goal, under 30 in total, with the old-to-new mapping
  • TESTS.md: 10 test tasks covering every subagent chain and every never-break rule, with baseline scores

How it runs

In your AI, with your accounts. It starts by researching your business. How kits work ›

  1. 1. Understand

    Researches your business first, then asks you 3 questions it can't answer alone

  2. 2. Choose

    Nothing to choose: the kit follows one path

  3. 3. Build

    4 steps, risky ones ask you first

  4. 4. Deliver

    7 checks before delivery

Tools it uses

You pay each tool directly, not CloneKit. Your AI checks which ones you already have.

Details