benchmark-agents
Advanced AI agent benchmark scenarios that push Vercel's cutting-edge platform features —…
End-to-end benchmark suite for vercel-plugin. Runs realistic projects through skill injection, launches dev servers, verifies everything works, analyzes conversation logs, and produces an improvement report for overnight self-improvement loops.
$ npx -y skills add vercel/vercel-plugin --skill benchmark-e2e --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/benchmark-e2eContext preview
The summary Claude sees to decide when to auto-load this skill.
End-to-end benchmark suite for vercel-plugin. Runs realistic projects through skill injection, launches dev servers, verifies everything works, analyzes conversation logs, and produces an improvement report for overnight self-improvement loops.
name: benchmark-e2e description: End-to-end benchmark suite for vercel-plugin. Runs realistic projects through skill injection, launches dev servers, verifies everything works, analyzes conversation logs, and produces an improvement report for overnight self-improvement loops.
Single-command pipeline that creates projects, exercises skill injection via `claude --print`, launches dev servers, verifies they work, analyzes conversation logs, and generates actionable improvement reports.
# Full suite (9 projects, ~2-3 hours) bun run scripts/benchmark-e2e.ts # Quick mode (first 3 projects, ~30-45 min) bun run scripts/benchmark-e2e.ts --quick
Options:
| Flag | Description | Default | |------|-------------|---------| | `--quick` | Run only first 3 projects | `false` | | `--base <path>` | Override base directory | `~/dev/vercel-plugin-testing` | | `--timeout <ms>` | Per-project timeout (forwarded to runner) | `900000` (15 min) |
The orchestrator chains four stages sequentially, aborting on failure:
1. **runner** — Creates test dirs, installs plugin, runs `claude --print` with `VERCEL_PLUGIN_LOG_LEVEL=trace` 2. **verify** — Detects package manager, launches dev server, polls for 200 with non-empty HTML 3. **analyze** — Matches JSONL sessions to projects via `run-manifest.json`, extracts metrics 4. **report** — Generates `report.md` and `report.json` with scorecards and recommendations
Written by the runner at `<base>/results/run-manifest.json`. Links all downstream stages to the same run.
interface BenchmarkRunManifest {
runId: string; // UUID for this pipeline run
timestamp: string; // ISO 8601
baseDir: string; // Absolute path to base directory
projects: Array<{
slug: string; // e.g. "01-recipe-platform"
cwd: string; // Absolute path to project dir
promptHash: string; // SHA hash of the prompt text
expectedSkills: string[];
}>;
}The analyzer and verifier read this manifest to correlate sessions precisely instead of guessing from directory listings.
The orchestrator writes NDJSON events to `<base>/results/events.jsonl` tracking pipeline lifecycle:
// Each line is one JSON object:
{ "stage": "pipeline", "event": "start", "timestamp": "...", "data": { "baseDir": "...", "quick": false } }
{ "stage": "runner", "event": "start", "timestamp": "...", "data": { "script": "...", "args": [...] } }
{ "stage": "runner", "event": "complete", "timestamp": "...", "data": { "exitCode": 0, "durationMs": 120000 } }
// On failure:
{ "stage": "verify", "event": "error", "timestamp": "...", "data": { "exitCode": 1, "durationMs": 5000, "slug": "04-conference-tickets" } }
{ "stage": "pipeline", "event": "abort", "timestamp": "...", "data": { "failedStage": "verify", "exitCode": 1, "slug": "04-conference-tickets" } }Machine-readable report at `<base>/results/report.json` for programmatic consumption:
interface ReportJson {
runId: string | null;
timestamp: string;
verdict: "pass" | "partial" | "fail";
gaps: Array<{
slug: string;
expected: string[];
actual: string[];
missing: string[];
}>;
recommendations: string[];
suggestedPatterns: Array<{
skill: string; // Skill that was expected but not injected
glob: string; // Suggested pathPattern glob
tool: string; // Tool name that should trigger injection
}>;
}Run the pipeline repeatedly with a cooldown between iterations:
while true; do bun run scripts/benchmark-e2e.ts sleep 3600 done
Each run produces timestamped `report.json` and `report.md` files. Compare across runs to track improvement.
The pipeline enables a closed feedback loop:
1. **Run** — `bun run scripts/benchmark-e2e.ts` exercises the plugin against realistic projects 2. **Read gaps** — `report.json` lists which skills were expected but never injected, with exact slugs 3. **Apply fixes** — Use `suggestedPatterns` entries (copy-pasteable YAML) to add missing frontmatter patterns; use `recommendations` to fix hook logic 4. **Re-run** — Execute the pipeline again to verify the gaps are closed 5. **Compare** — Diff `report.json` across runs: `verdict` should trend from `"fail"` → `"partial"` → `"pass"`
For overnight automation, combine with the loop above. Wake up to reports showing exactly what improved and what still needs work.
Prompts never name specific technologies — they describe the product and features, letting the plugin infer which skills to inject.
| # | Slug | Expected Skills | |---|------|----------------| | 01 | recipe-platform | auth, vercel-storage, nextjs | | 02 | trivia-game | vercel-storage, nextjs | | 03 | code-review-bot | ai-sdk, nextjs | | 04 | conference-tickets | payments, email, auth | | 05 | content-aggregator | cron-jobs, ai-sdk | | 06 | finance-tracker | cron-jobs, email | | 07 | multi-tenant-blog | routing-middleware, cms, auth | | 08 | status-page | cron-jobs, vercel-storage, observability | | 09 | dog-walking-saas | payments, auth, vercel-storage, env-vars |
rm -rf ~/dev/vercel-plugin-testing
Comprehensive Vercel ecosystem plugin — relational knowledge graph, skills for every major product, specialized agents, and Vercel conventions. Turns any AI agent into a Vercel expert.
Repo: vercel-labs/vercel-plugin
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