{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "xop01/ai_goodpractice",
 "name": "ai_goodpractice",
 "owner": "xop01",
 "slug": "xop01-ai-goodpractice",
 "github": "https://github.com/xop01/ai_goodpractice",
 "what": "A hand-written guide to setting up an AI-driven coding workflow with rules, skills, MCPs and documentation, plus one MCP for tracking project progress.",
 "why": "",
 "language": "",
 "requirements": [
  "An AI-enabled IDE such as Cursor, VS Code, or Claude Code",
  "A project folder or repo to apply the setup to",
  "Access to an AI model; the guide's author uses a mix of Claude, ChatGPT and Grok through Cursor"
 ],
 "audience_note": "Developers who already use AI coding assistants, from complete beginners to advanced users, who want a repeatable project setup.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/xop01-ai-goodpractice/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "xop01-ai-goodpractice--set-repo-coding-style-rules-from-existing-code",
   "title": "Set coding style rules for a repo from existing code",
   "best": true,
   "url": "https://dedupedai.com/use-cases/xop01-ai-goodpractice/set-repo-coding-style-rules-from-existing-code/",
   "json": "https://dedupedai.com/use-cases/u/xop01-ai-goodpractice/set-repo-coding-style-rules-from-existing-code.json"
  },
  {
   "id": "xop01-ai-goodpractice--track-project-roadmap-with-project-progress-mcp",
   "title": "Keep an AI on a project roadmap with project progress MCP",
   "best": false,
   "url": "https://dedupedai.com/use-cases/xop01-ai-goodpractice/track-project-roadmap-with-project-progress-mcp/",
   "json": "https://dedupedai.com/use-cases/u/xop01-ai-goodpractice/track-project-roadmap-with-project-progress-mcp.json"
  },
  {
   "id": "xop01-ai-goodpractice--write-feature-docs-so-ai-finds-code-without-full-reads",
   "title": "Write feature docs so AI finds code without full reads",
   "best": false,
   "url": "https://dedupedai.com/use-cases/xop01-ai-goodpractice/write-feature-docs-so-ai-finds-code-without-full-reads/",
   "json": "https://dedupedai.com/use-cases/u/xop01-ai-goodpractice/write-feature-docs-so-ai-finds-code-without-full-reads.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."
}