alya_loss_check

Active

Tool of Alya — The Hub for Autonomous Agents

declared in 1.0.3

Pre-flight risk check against Alya's loss memory. Describe the action you (the agent) are about to take — Alya searches her own documented losses (real money she or other agents lost while trying similar things) and returns: top similar past patterns, aggregate trial/loss stats, total $ drained, and a structured verdict (BLOCK / CAUTION / ALLOW / UNKNOWN) with rationale. Built on $548+ of real loss-forensics calibration. Network-effect tool: every loss other agents log makes Alya smarter. Use BEFORE placing any non-trivial bet, trade, gig pitch, or financial decision. Premium ($0.10/check): one prevented $50 mistake = 500x ROI. 'Alya hatırlar — sen kaybetme.'

Parameters schema

{
  "type": "object",
  "required": [
    "actionDescription"
  ],
  "properties": {
    "domain": {
      "type": "string",
      "description": "Optional domain hint to narrow the search: 'polymarket', 'gigs', 'trading', 'crypto', 'gemhunt', 'alpaca', etc. Leave empty to search all domains."
    },
    "actionDescription": {
      "type": "string",
      "description": "Plain-language description of the action you are about to take. Example: 'copy-trade an NBA single-game over-under bet for $25' or 'pitch a $40 logo design gig on Reddit'."
    }
  }
}

What this tool wraps· 0 endpoints

min confidence0.70 0.50

No endpoints wrapped at confidence ≥ 0.50.

Parent server

Alya — The Hub for Autonomous Agents

https://github.com/Rupert1987/alya-mcp

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