Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add kmgowda/SBK --skill sbk-benchmark-runnergit clone --depth 1 https://github.com/kmgowda/SBKWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/kmgowda/sbk/sbk-benchmark-runner)<a href="https://agentmods.dev/skills/kmgowda/sbk/sbk-benchmark-runner"><img src="https://agentmods.dev/badge/skills/kmgowda/sbk/sbk-benchmark-runner/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/kmgowda/sbk/sbk-benchmark-runner"><img src="https://agentmods.dev/badge/skills/kmgowda/sbk/sbk-benchmark-runner.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00104 | $0.00991 |
| Opus 5.5 | $0.00042 | $0.00396 |
| Sonnet 5.5 | $0.00021 | $0.00198 |
| Haiku 4.5 | $0.00010 | $0.00099 |
Grade A, and why
sbk-benchmark-runner scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 81 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SBK Benchmark Runner
Follow the repository-wide safety and verification rules in AGENTS.md.
If diagnosis leads to a proposed code change, consult
docs/HOT_PATHS.md before editing any sensitive
reader, writer, driver-operation, PerL, logger-forwarding, or SBM path and obey
its explicit human-approval gate.
Use the installed distribution at ./build/install/sbk/bin/. Treat generated
-help output and the selected driver's README as authoritative; options vary
by driver and logger.
Select the execution model
- Use
sbkfor one load-generator process configured on the command line. - Use
sbk-yalfor the same process configured from a reusable YML file. - A backend reached over the network still uses ordinary
sbkorsbk-yalwhen only one load-generator host is required. - Use
$sbk-distributed-benchmark-runneronly for multiple load-generator hosts or manual aggregation through SBM.
Read driver-connectivity.md before choosing a driver. Read single-node-workflows.md for commands and YML examples. Read methodology-and-results.md before making performance claims.
For Dell ECS/ObjectScale, also read the repository-level
drivers/minio/docs/ECS_OBS_AGENT_RUNBOOK.md and
drivers/minio/docs/ECS_OBS_BENCHMARK_RUNBOOK.md
completely before constructing or executing a workload.
Run safely
- Confirm JDK 25 and build the distribution when it is absent or stale:
./gradlew installDist. - Discover options without guessing:
./build/install/sbk/bin/sbk -help./build/install/sbk/bin/sbk -class <driver> -help- add
-out <logger>before-helpfor logger options.
- Read
drivers/<driver>/README.mdand inspect the driver's checked-in properties file for defaults. - Verify prerequisites: target path or service, credentials, permissions, network route, free space, and cleanup policy.
- Run a short, bounded smoke test first. Prefer a dedicated test namespace, bucket, topic, table, or file.
- Run the measured workload multiple times, preserving the exact command/YML, SBK version, JDK version, host facts, backend version, and raw output.
- Reject or qualify a run containing I/O errors, timeouts, invalid latencies, unexpected discarded latencies, missing records, or target-side failures.
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today First seen · 81 lines · 104 tokens per session scan A 86fd42330519
sbk-benchmark-runner is a skill published in the GitHub repository kmgowda/SBK (36 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 104 tokens to every session and 991 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-07.
sbk-benchmark-runner compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| sbk-benchmark-runnerkmgowda/SBK | Skill | 36 | 1mo ago | Apache-2.0 | A | 104 | Codex |
| analyzing-github-ci-performanceTracer-Cloud/opensre | Skill | 13k | yesterday | Apache-2.0 | A | 67 | Claude Code, Codex |
| fixing-github-security-alertsTracer-Cloud/opensre | Skill | 13k | yesterday | Apache-2.0 | A | 30 | Claude Code, Codex |
| scheduling-github-ci-repairsTracer-Cloud/opensre | Skill | 13k | yesterday | Apache-2.0 | A | 56 | Claude Code, Codex |
| onboarding-github-ciTracer-Cloud/opensre | Skill | 13k | yesterday | Apache-2.0 | A | 46 | Claude Code, Codex |
| operating-github-ci-fixerTracer-Cloud/opensre | Skill | 13k | yesterday | Apache-2.0 | A | 48 | Claude Code, Codex |
| operating-github-security-fixerTracer-Cloud/opensre | Skill | 13k | yesterday | Apache-2.0 | A | 66 | Claude Code, Codex |