Next Evals OSS — Testing skill for Claude Code
Evals for Next.js up to 15.5.6 to test AI model competency at Next.js.
How to install Next Evals OSS
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open vercel/next-evals-oss and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Next Evals OSS does
Evals for Next.js up to 15.5.6 to test AI model competency at Next.js.
Alternatives in Testing
- Webapp Testing — Test local web applications using Playwright for UI verification and debugging 94.1k ★
- #29 — #52, #103) 92.5k ★
- /test Routing — Vérifie le routing de commandes RTK sans exécution (dry-run) 25.5k ★
README
Next.js Evals
Agent evaluations for Next.js coding tasks, powered by [`@vercel/agent-eval`](https://www.npmjs.com/package/@vercel/agent-eval).
Each eval hands a coding agent a small Next.js app and a prompt, lets it work in an isolated sandbox, then runs withheld assertions against what it produced.
Quick start
pnpm bootstrap # install, sync eval fixtures, check credentials
cp .env.example .env.local # then fill in the credentials it asked for
pnpm preflight # confirm they resolve
pnpm eval:smoke claude-opus-5 # one eval, one run, real sandbox
`pnpm bootstrap` is not required — it just runs the three setup steps below in order, because the middle one is easy to miss.
Setup
1. Install
pnpm install --frozen-lockfile
pnpm only: the lockfile and `packageManager` pin are pnpm, and CI installs frozen.
2. Sync the eval fixtures — required
pnpm sync-evals # from vercel/next.js@canary
pnpm sync-evals # ...or a branch, tag, or commit SHA
**The evals are not in this repo.** They live in [`vercel/next.js`](https://github.com/vercel/next.js/tree/canary/evals/evals) and `evals/` is git-ignored here, so a fresh clone has no fixtures and every command fails with `Evals directory not found`. `sync-evals` sparse-checkouts them.
Syncing from `canary` picks up whatever landed upstream since results were last recorded, so it usually reports evals as changed:
N result(s) have a changed eval and were left stale — run them to refresh.
That is expected, not a problem — it is the incremental workflow telling you what `pnpm status` will now list as work. To match CI instead, pass the SHA that [`.github/workflows/eval-cache-check.yml`](.github/workflows/eval-cache-check.yml) pins.
3. Provide credentials
Copy [`.env.example`](.env.example) to `.env.local` and fill in what you need. `pnpm preflight` reports exactly which variables are missing, and for which expe
Related Skills
Typesafe Jev
Field notes, runnable scripts and an agent skill for TypeSafe Jev, the System One decision model. Measured eva
Next.js Evals Skills
Next.js evaluation and testing skills
Visiontest AI OSS
AI-Powered Visual Regression Testing Platform
Test Upload Evals Skill
End-to-end test of publishing a skill with evals on the dev environment. Run each step sequentially — stop and
Gen Evals
Generate EVAL-.md test cases for an agent from its prompt. Usage: /gen-evals [--count N]
Batch
Run evals or prompts across hundreds of parallel Claude Code sessions. Use when the user wants to batch-run ev
Related Agents
Eval Runner
Run eval suites for Salesforce Apex and org quality — define pass/fail, grade with code/model graders, run pip
AI Data Specialist
Deep AI/data engineer — LLM integration and agent systems, RAG, evals, data pipelines, and ML productionizatio
ML Engineer
Use for ML/AI model work — training, fine-tuning, evaluation, RAG, agents, embeddings, evals, deployment, MLOp