Loops
reportLoopImprovement
Report Loop Improvement
The LAST call of a Loop tick: records what this loop would change about its own recipe, budget or cadence (or "nothing") on the run it is working, so the Keeper and the lead read it on listLoops and…
Ask Claude, ChatGPT, Cursor or any AI connected to The Cloud "what I would change about myself", and it calls reportLoopImprovement.
Example call
The MCP tools/call params, with the required arguments only.
{
"arguments": {
"improvement": "<improvement>"
},
"name": "reportLoopImprovement"
}Arguments
improvementstringrequiredWhat you would change about your own recipe, budget or cadence, and why, or "nothing".instanceIdstringoptionalYour loop's instanceId, exactly as the LOOP IDENTITY block of your opening prompt names it. Omit it only if you have none, and you will be told no loop is named.
Returns
The registry does not declare a return shape.
Declared limits
improvement: maximum length 1000
Ask for it
The Cloud routes these requests to this verb.
- what I would change about myself
- end of a loop tick
- ask to be improved
Pair it with
The verbs that finish the job.
Questions
What does reportLoopImprovement do?
The LAST call of a Loop tick: records what this loop would change about its own recipe, budget or cadence (or "nothing") on the run it is working, so the Keeper and the lead read it on listLoops and… It is one of the tools The Cloud MCP server gives every connected AI.
How do I use reportLoopImprovement from Claude or ChatGPT?
Connect your AI to The Cloud at https://mcp.thecloud.so/mcp and sign in once. Then ask Claude, ChatGPT, Cursor or any AI connected to The Cloud "what I would change about myself", and it calls reportLoopImprovement.
Is reportLoopImprovement safe to let an AI call?
reportLoopImprovement changes your workspace. What an AI creates is Private until you share it.
Connect
One endpoint gives your AI this tool and every other one: connect Claude, ChatGPT, Cursor or Gemini, read what The Cloud is, or see pricing.