How do I use selfLearn 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 "file that as a fix", and it calls selfLearn.

Is selfLearn safe to let an AI call?

selfLearn changes your workspace. What an AI creates is Private until you share it.

Contribution Ledger

`selfLearn`

Self Learn

File a fix request about The Cloud itself: a bug, a friction, a gap or a lesson this session noticed while working, so the system improves.

write

Ask Claude, ChatGPT, Cursor or any AI connected to The Cloud "file that as a fix", and it calls selfLearn.

Example call

The MCP tools/call params, with the required arguments only.

{
  "arguments": {
    "expected": "<expected>",
    "happened": "<happened>",
    "kind": "<kind>"
  },
  "name": "selfLearn"
}

Arguments

expectedstringrequiredWhat The Cloud should have done instead, in terms of the system's behaviour.
happenedstringrequiredWhat The Cloud actually did: the verb's answer, the error class, the counts and timings. Never a message body, a file's contents, a contact or a secret.
kindstringrequiredbug: something broke. friction: it worked but cost a retry, a detour or a misleading description. gap: something The Cloud cannot do yet. lesson: how something really works, worth teaching the system.
redactedReprostringoptionalOptional steps to reproduce, already stripped of anything private: verb names and argument SHAPES, not values.
surfacestringoptionalWhere it happened when it was not one verb: the app and route ("Shop, /shop/orders"). Pass verb, surface or both.
verbstringoptionalThe MCP verb this is about, e.g. runAgent. Pass verb, surface or both.

Returns

The registry does not declare a return shape.

Ask for it

The Cloud routes these requests to this verb.

file that as a fix
self learn
the system should learn this
note this friction

Pair it with

The verbs that finish the job.

Questions

What does selfLearn do?
File a fix request about The Cloud itself: a bug, a friction, a gap or a lesson this session noticed while working, so the system improves. It is one of the tools The Cloud MCP server gives every connected AI.
How do I use selfLearn 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 "file that as a fix", and it calls selfLearn.
Is selfLearn safe to let an AI call?
selfLearn 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.