Brandcast Signage Agent Benchmark Kit
- 3 repo stars
- BrandCast-Signage/agent-benchmark-kit
brandcast-signage-agent-benchmark-kit is a Claude Code plugin that automates agent quality checks using LLM-as-judge benchmarking.
About
brandcast-signage-agent-benchmark-kit is a Claude Code plugin bundle that automates quality assurance for coding agents using LLM-as-judge evaluation. Developers who rely on Claude Code for shipping product can install it when they need repeatable benchmarks instead of subjective spot-checks in the terminal. The kit is aimed at agent authors and maintainers who want a structured way to score whether an agent still meets expectations after prompt, skill, or MCP changes. The repository ships one plugin with a small community footprint; treat stars and install counts as directional, not enterprise-grade adoption signals. Pair it with your existing test suites rather than replacing unit or integration tests.
- LLM-as-judge evaluation pipeline for Claude Code agent behavior
- Automated quality assurance focused on agent outputs and task completion
- Benchmark-oriented workflow for comparing agent versions over time
- Single-plugin bundle from BrandCast Signage’s agent-benchmark-kit repo
- Built for repeat runs when you change skills, tools, or system prompts
Brandcast Signage Agent Benchmark Kit by the numbers
- Data as of Jul 7, 2026 (Skillselion catalog sync)
/plugin install brandcast-signage-agent-benchmark-kit@BrandCast-Signage/agent-benchmark-kitAdd your badge
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| repo stars | ★ 3 |
|---|---|
| Repository | BrandCast-Signage/agent-benchmark-kit ↗ |
What it does
Run automated LLM-as-judge benchmarks on your Claude Code agents before you ship changes or after you tune prompts and tools.
Who is it for?
Best when you're maintaining custom Claude Code agents and want structured eval runs after skill or tool changes.
Skip if: Skip if you only need static unit tests with no agent-in-the-loop behavior, or anyone expecting turnkey production monitoring without defining eval cases.
What you get
After you register the plugin, you can run repeatable judge-based benchmarks and compare agent behavior across iterations before you ship.
- Structured benchmark runs against your agent
- Judge-scored quality signals for compare-over-time
- Repeatable QA workflow tied to agent changes
By the numbers
- 1 plugin in the bundle
- Source repository: BrandCast-Signage/agent-benchmark-kit
- Catalog lists 3 GitHub stars at last fetch
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Agent eval and benchmark plugin, not a general MCP server or a single inline coding skill.
FAQ
Who is Brandcast Signage Agent Benchmark Kit for?
It is for Claude Code users who ship agent-heavy workflows and need LLM-as-judge QA beyond manual conversation review.
When should I use Brandcast Signage Agent Benchmark Kit?
Use it before releases, after changing agent instructions or tools, and when you want comparable scores across benchmark runs.
How do I add Brandcast Signage Agent Benchmark Kit to my agent?
Install the plugin from the BrandCast-Signage/agent-benchmark-kit repository into Claude Code, then follow the repo’s benchmark workflow for your agent scenarios.