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|`benchmark.json` (read) |`<output>/benchmark.json` (write) |AgentV writes the canonical run summary; convert it in a wrapper if another tool needs a narrower compatibility shape|
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| n/a |`index.jsonl` (write) | AgentV-specific per-test manifest for filtering, retry, and replay workflows |
Copy file name to clipboardExpand all lines: apps/web/src/content/docs/docs/integrations/agent-skills-evals.mdx
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## Benchmark output
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Generate an Agent Skills compatible`benchmark.json` alongside the standard result JSONL. The `benchmark.json` is automatically written to the artifact directory:
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Generate the run`benchmark.json` alongside the standard result JSONL. The `benchmark.json` is automatically written to the artifact directory:
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```bash
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agentv eval evals.json --target claude --output ./results
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# benchmark.json is written to ./results/benchmark.json
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```
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The benchmark uses AgentV's pass threshold (score >= 0.8) to map continuous scores to the binary pass/fail that Agent Skills `pass_rate` expects:
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The benchmark uses AgentV's pass threshold (score >= 0.8) for each target's `pass_rate`, plus timing and token summaries:
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```json
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{
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"metadata": {
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"targets": ["claude"],
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"tests_run": ["example-test"]
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},
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"run_summary": {
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"with_skill": {
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"claude": {
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"pass_rate": {"mean": 0.83, "stddev": 0.06},
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"time_seconds": {"mean": 45.0, "stddev": 12.0},
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"tokens": {"mean": 3800, "stddev": 400}
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}
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```
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If another tool needs a different benchmark shape, keep `--output` as the source of truth and convert `<output>/benchmark.json` in a wrapper.
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## Converting to EVAL.yaml
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When you're ready to graduate, convert your evals.json to EVAL.yaml:
Copy file name to clipboardExpand all lines: docs/plans/2026-06-09-eval-output-surface.md
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-`--out <path>` is deprecated and currently treated as a file path whose dirname becomes the artifact directory.
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-`--artifacts <dir>` is deprecated and currently aliases the artifact directory.
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-`--output-format` is deprecated and ignored because run directories always use `index.jsonl`.
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-`--benchmark-json`is deprecated, still writes an extra Agent Skills compatibility file, and is outside this cleanup's requested removal set.
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-`--benchmark-json`was a deprecatedextra Agent Skills compatibility output path outside this cleanup's requested removal set; a follow-up cleanup removes that flag and keeps the run directory `benchmark.json` as canonical.
- Repository docs/examples still contain old `agentv eval --out <file>` guidance in compare workflows, grader-score helper comments, and local scripts.
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Warned/scheduled:
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-`--benchmark-json`remains deprecated for now because the Bead did not list it as a known surface and it writes a specialized compatibility artifact. Follow-up cleanup should remove it after a separate audit.
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-`--benchmark-json`is removed by the follow-up cleanup after auditing for consumers; use `--output <dir>` and read `<dir>/benchmark.json` instead of requesting a second benchmark file.
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