{
 "schema_version": 1,
 "generated": "2026-10-24",
 "repo": "apromisedland/trustworthy-agent-simulation",
 "name": "trustworthy-agent-simulation",
 "owner": "apromisedland",
 "slug": "apromisedland-trustworthy-agent-simulation",
 "github": "https://github.com/apromisedland/trustworthy-agent-simulation",
 "what": "An auditable, configurable LLM multi-agent town simulation built on AgentScope and Mesa, with replay, policy experiments and a local Streamlit dashboard.",
 "why": "101 stars, launched 25 days ago, picked up by one AI source we track",
 "language": "Python",
 "requirements": [
  "Python 3.12 or 3.13 installed, with access to the python3.12 command on Linux",
  "A terminal opened at the repository root",
  "Internet access to install locked dependencies with uv",
  "For real model runs only: an API key and a Chat Completions compatible endpoint with tool calling"
 ],
 "audience_note": "Researchers and developers who want to run, inspect, replay or compare synthetic town simulations, with or without a real model.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/apromisedland-trustworthy-agent-simulation/",
 "use_case_count": 5,
 "use_cases": [
  {
   "id": "apromisedland-trustworthy-agent-simulation--run-town-and-inspect-dashboard",
   "title": "Run the default town and inspect it in the dashboard",
   "best": true,
   "url": "https://dedupedai.com/use-cases/apromisedland-trustworthy-agent-simulation/run-town-and-inspect-dashboard/",
   "json": "https://dedupedai.com/use-cases/u/apromisedland-trustworthy-agent-simulation/run-town-and-inspect-dashboard.json"
  },
  {
   "id": "apromisedland-trustworthy-agent-simulation--replay-past-run-at-tick",
   "title": "Replay a saved run at a chosen tick",
   "best": false,
   "url": "https://dedupedai.com/use-cases/apromisedland-trustworthy-agent-simulation/replay-past-run-at-tick/",
   "json": "https://dedupedai.com/use-cases/u/apromisedland-trustworthy-agent-simulation/replay-past-run-at-tick.json"
  },
  {
   "id": "apromisedland-trustworthy-agent-simulation--compare-policies-across-seeds",
   "title": "Compare policy interventions across shared seeds",
   "best": false,
   "url": "https://dedupedai.com/use-cases/apromisedland-trustworthy-agent-simulation/compare-policies-across-seeds/",
   "json": "https://dedupedai.com/use-cases/u/apromisedland-trustworthy-agent-simulation/compare-policies-across-seeds.json"
  },
  {
   "id": "apromisedland-trustworthy-agent-simulation--run-public-goods-scenario-plugin",
   "title": "Run the public-goods scenario plugin",
   "best": false,
   "url": "https://dedupedai.com/use-cases/apromisedland-trustworthy-agent-simulation/run-public-goods-scenario-plugin/",
   "json": "https://dedupedai.com/use-cases/u/apromisedland-trustworthy-agent-simulation/run-public-goods-scenario-plugin.json"
  },
  {
   "id": "apromisedland-trustworthy-agent-simulation--connect-real-model-with-budget-cap",
   "title": "Run the smoke scenario with a real model and budget cap",
   "best": false,
   "url": "https://dedupedai.com/use-cases/apromisedland-trustworthy-agent-simulation/connect-real-model-with-budget-cap/",
   "json": "https://dedupedai.com/use-cases/u/apromisedland-trustworthy-agent-simulation/connect-real-model-with-budget-cap.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}