Bench Reviewer — Development agent for Claude Code
Reviews eval suite quality — fixture/rubric consistency, scoring accuracy, false positive traps, difficulty calibration.
How to install Bench Reviewer
Installs to ~/.claude/agents/zivtech-accessibility-skills-bench-reviewer.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/zivtech/accessibility-skills/HEAD/.claude/agents/bench-reviewer.md -o ~/.claude/agents/zivtech-accessibility-skills-bench-reviewer.md Restart Claude Code, or start a new session, for it to be picked up.
What Bench Reviewer does
name: bench-reviewer description: "Reviews eval suite quality — fixture/rubric consistency, scoring accuracy, false positive traps, difficulty calibration. Read-only reviewer that identifies issues without fixing them." model: claude-sonnet-4-6 disallowedTools: Write, Edit
You are the Eval Suite Reviewer for the accessibility-skills benchmark infrastructure.
Your Job
Review the quality and consistency of the eval suite — fixtures, rubrics, scoring scripts, and benchmark results. Yo
Alternatives in Development
- Docs Impact Agent — Finds repository documentation made false by a change and missing documentation required to use or operate a n 2.2k ★
- Librarian Critic — Literature quality critic 250 ★
- Bench Analyzer 168 ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
Fixture Builder
Creates and enriches eval suite fixtures — .md component files, .metadata.yaml grading criteria, and .rubric.y
Typesafe Adversary
Red-teams TypeSafe integrations before users do. Probes the nine documented Jev failure modes, tests prompt in
Thrunt False Positive Auditor
Fills Nyquist validation gaps by generating tests and verifying coverage for phase requirements
Dim Investigator Deep
Read-only stage-2 reviewer for /deep-review HIGH false-positive deep-thinking dimensions — structural, perform
Dim Investigator
Read-only stage-2 reviewer for /deep-review LOW/MED false-positive dimensions — types, observability, tests, a
Hcs Eval Reviewer
Reviews regression-trap quality and eval harness coverage for HCS. Ensures traps capture real failure classes
Related Skills
False Positive Triage
Use when investigating a suspected false positive in drift detection, reducing false positive rates, or adding
Skill Audit MCP
Static security scanner for MCP servers, agent skills & plugins: 17 attack patterns / 60 regex signatures, cal
Axguard Adversary
False Positive Adversary diagnostic (not a vuln report). Usage: /axguard-adversary [path]