{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "1105216375-alt-resimind--check-refund-before-sending",
 "repo": "1105216375-alt/resimind",
 "repo_url": "https://github.com/1105216375-alt/resimind",
 "repo_slug": "1105216375-alt-resimind",
 "title": "Check a support refund amount before it reaches a customer",
 "page_title": "How to check a support refund amount before it reaches a customer with Resimind",
 "summary": "Run the customer support demo to see a wrong refund proposal rejected by its calculation.",
 "who": "A support operations lead whose agent drafts refund amounts and who needs a check on the arithmetic before a customer sees it.",
 "problem": "An agent may propose a refund that does not match the configured calculation, and the error can go out unnoticed.",
 "outcome": "A clear view of how a proposal that fails the configured calculation is rejected, using the demo's ¥259 versus ¥249 case.",
 "steps": [
  "`git clone https://github.com/1105216375-alt/resimind.git`",
  "`cd resimind`",
  "`python -m venv .venv`",
  "`source .venv/bin/activate`",
  "`python -m pip install .`",
  "`python -m resimind demo --domain customer-support`"
 ],
 "agent_prompt": "Using the ResiMind repo at <repo path>, run the customer support demo and show how a proposed refund is checked against the configured calculation. Expected output: the ¥259 proposal rejected against the ¥249 calculation. Verify that the rejection reason is shown and no refund is committed.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "15 minutes",
 "basis": "readme",
 "caveat": "The demo uses a fixed configured calculation, so you must supply your own refund rules and checks to use it for real refunds.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "Python 3.10+ for the core; Python 3.11+ for the optional MCP tools",
  "git and a shell (Bash, Zsh, or Windows PowerShell)",
  "No API key needed for the offline demos",
  "Optional: an installed Lean 4.29.0 toolchain for the Lean example"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.7,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/1105216375-alt-resimind/check-refund-before-sending/",
 "md": "https://dedupedai.com/use-cases/1105216375-alt-resimind/check-refund-before-sending/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/1105216375-alt-resimind--check-refund-before-sending.json",
 "api_version": "v1"
}