{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "niazmorshed2007-jev-review--score-codex-changes-with-jev",
 "repo": "NiazMorshed2007/jev-review",
 "repo_url": "https://github.com/NiazMorshed2007/jev-review",
 "repo_slug": "niazmorshed2007-jev-review",
 "title": "Score Codex changes against quality dimensions",
 "page_title": "How to score Codex changes against quality dimensions with Jev Review",
 "summary": "Install Jev Review for Codex so it scores a change before the final handoff.",
 "who": "A developer using Codex who wants a quality check on a coherent code slice before merging.",
 "problem": "Codex output can pass tests while still scoring poorly on maintainability or changeability, and nothing flags it.",
 "outcome": "Codex runs jev_review on the slice and reports scores and dimension weaknesses before handoff.",
 "steps": [
  "Run `export JEV_API_KEY=\"your-key\"` before starting Codex.",
  "Run `npx plugins add NiazMorshed2007/jev-review --target codex`.",
  "Restart Codex and run `/mcp` to verify the connection.",
  "If you prefer manual setup, add the `[mcp_servers.jev-review]` block with `command = \"node\"` and `env_vars = [\"JEV_API_KEY\"]` to `~/.codex/config.toml`."
 ],
 "agent_prompt": "Use the jev-review MCP tool jev_review in the NiazMorshed2007/jev-review server to evaluate the current diff for <feature or file>. Return the 1 to 10 scores and confidence values for each applicable metric, and list the weakest dimensions by priority. Verify that each returned score has a confidence value between 0 and 1.",
 "agents": [
  "codex"
 ],
 "difficulty": "Intermediate",
 "time": "15 minutes",
 "basis": "readme",
 "caveat": "The README gives no Codex-specific rules for which files jev_review may send, so you choose the diff and files each call includes.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "typescript",
 "requirements": [
  "Node.js 20 or newer",
  "A Jev API key from the TypeSafe console (https://console.typesafe.ai/)",
  "Claude Code, Codex, Cursor, or OpenCode installed",
  "Set JEV_API_KEY with export JEV_API_KEY=\"your-key\" before starting the coding agent"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "The Codex config passes JEV_API_KEY through env_vars, so the key must be set in the environment Codex inherits and kept private."
  }
 ],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/niazmorshed2007-jev-review/score-codex-changes-with-jev/",
 "md": "https://dedupedai.com/use-cases/niazmorshed2007-jev-review/score-codex-changes-with-jev/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/niazmorshed2007-jev-review--score-codex-changes-with-jev.json",
 "api_version": "v1"
}