Brandcast Signage Agent Benchmark Kit
brandcast-signage-agent-benchmark-kit is a Claude Code plugin for the Ship phase that automates agent quality checks using LLM-as-judge benchmarking.
by BrandCast-Signage · github.com/BrandCast-Signage/agent-benchmark-kit
Run automated LLM-as-judge benchmarks on your Claude Code agents before you ship changes or after you tune prompts and tools.
Add it to Claude Code
Install the plugin in Claude Code. One command, paste-ready.
/plugin install brandcast-signage-agent-benchmark-kit@BrandCast-Signage/agent-benchmark-kitBuilt to be called by your agent
Skillselion is itself an MCP server. Your agent can pull this entry and a paste-ready install config straight from the API - no copy-paste.
Retrieve this entry with skillselion.get_details("plugin:BrandCast-Signage/agent-benchmark-kit") and the paste-ready config with skillselion.get_install_config("plugin:BrandCast-Signage/agent-benchmark-kit").
What it does
brandcast-signage-agent-benchmark-kit is a Claude Code plugin bundle that automates quality assurance for coding agents using LLM-as-judge evaluation. Solo and indie builders 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. It fits the Ship phase as a testing discipline tool, but you will also use it during Build while iterating agent-tooling and during Operate when monitoring drift after production-like tasks. 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.
Highlights
- 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
Why builders use it
You cannot tell whether your Claude Code agent actually got better or worse after the last prompt tweak without running the same scenarios and scoring results consistently.
After you register the plugin, you can run repeatable judge-based benchmarks and compare agent behavior across iterations before you ship.
At a glance
- Type - Plugin in Testing.
- Adoption - 0 installs, 3 stars, 0 votes.
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.
Comments
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