{
 "schema_version": 1,
 "generated": "2026-10-26",
 "repo": "HezaoHezao/poirot",
 "name": "poirot",
 "owner": "HezaoHezao",
 "slug": "hezaohezao-poirot",
 "github": "https://github.com/HezaoHezao/poirot",
 "what": "Poirot is an open-source deep research agent kernel in Python, built around a ReAct loop with long-term memory, skills, sandboxed execution, and multi-agent delegation.",
 "why": "255 stars, launched 90 days ago",
 "language": "Python",
 "requirements": [
  "Python 3.12 or newer",
  "A DeepSeek API key (the README says to set DEEPSEEK_API_KEY in .env)",
  "Git and a terminal",
  "Docker only if you want the container sandbox"
 ],
 "audience_note": "Developers and AI agent builders who want to run, study, or extend a research agent whose architecture is documented in the repo.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/hezaohezao-poirot/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "hezaohezao-poirot--run-deep-research-session",
   "title": "Run a deep research session from the terminal",
   "best": true,
   "url": "https://dedupedai.com/use-cases/hezaohezao-poirot/run-deep-research-session/",
   "json": "https://dedupedai.com/use-cases/u/hezaohezao-poirot/run-deep-research-session.json"
  },
  {
   "id": "hezaohezao-poirot--study-agent-kernel-with-tests",
   "title": "Study the agent kernel and run its test suite",
   "best": false,
   "url": "https://dedupedai.com/use-cases/hezaohezao-poirot/study-agent-kernel-with-tests/",
   "json": "https://dedupedai.com/use-cases/u/hezaohezao-poirot/study-agent-kernel-with-tests.json"
  },
  {
   "id": "hezaohezao-poirot--enable-memory-and-skills-for-recurring-topic",
   "title": "Turn on long-term memory and skill evolution for a recurring topic",
   "best": false,
   "url": "https://dedupedai.com/use-cases/hezaohezao-poirot/enable-memory-and-skills-for-recurring-topic/",
   "json": "https://dedupedai.com/use-cases/u/hezaohezao-poirot/enable-memory-and-skills-for-recurring-topic.json"
  },
  {
   "id": "hezaohezao-poirot--run-research-in-docker-sandbox",
   "title": "Run research tasks inside a Docker sandbox on Windows",
   "best": false,
   "url": "https://dedupedai.com/use-cases/hezaohezao-poirot/run-research-in-docker-sandbox/",
   "json": "https://dedupedai.com/use-cases/u/hezaohezao-poirot/run-research-in-docker-sandbox.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."
}