{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "wh000wh000-awesome-jev-live--shortlist-jev-clients-by-evidence",
 "repo": "wh000wh000/awesome-jev-live",
 "repo_url": "https://github.com/wh000wh000/awesome-jev-live",
 "repo_slug": "wh000wh000-awesome-jev-live",
 "title": "Shortlist Jev clients using evidence grades only",
 "page_title": "How to shortlist Jev clients using evidence grades only with Awesome Jev Live",
 "summary": "Filter the index to projects that were opened and read, skipping unverified ones.",
 "who": "A technical lead assembling a shortlist of Jev tools who needs to avoid listing projects that merely look related.",
 "problem": "Most lists assert inclusion, so a related-looking repo can be mistaken for a verified one.",
 "outcome": "You have a shortlist where every entry has an evidence grade you can defend.",
 "steps": [
  "Read the 'How entries are graded' table to understand the four grades: official, observed, inferred and unverified.",
  "Start with the official entries, then move to the observed entries, which the README describes as public artifacts that can be opened and read.",
  "Treat inferred entries as leads to check line by line, and do not rely on unverified entries.",
  "Record the grade, last push date and stars for each shortlisted project in a table.",
  "Open each shortlisted repository and confirm its code matches its listed category before adopting it."
 ],
 "agent_prompt": "Using the awesome-jev-live README, build a shortlist of Jev tools for <your purpose> that includes only official and observed entries. Output a table with name, grade, language, last push and category, and flag any entry you could not open.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "Grades describe how much the index verified, so an observed project can still be unmaintained or incomplete.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "A TypeSafe API key, which the official SDK description says is the starting point for a typed decision",
  "Python or Node.js/TypeScript, depending on the official SDK you choose",
  "A bounded decision you want to make with typed answers, such as routing, triage, scoring or a yes/no gate"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/wh000wh000-awesome-jev-live/shortlist-jev-clients-by-evidence/",
 "md": "https://dedupedai.com/use-cases/wh000wh000-awesome-jev-live/shortlist-jev-clients-by-evidence/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/wh000wh000-awesome-jev-live--shortlist-jev-clients-by-evidence.json",
 "api_version": "v1"
}