Agents Benchmarking — Development agent for Claude Code
agents_benchmarking.md.
How to install Agents Benchmarking
Installs to ~/.claude/agents/jgreathouse9-mlsynth-agents_benchmarking.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/jgreathouse9/mlsynth/HEAD/agents/agents_benchmarking.md -o ~/.claude/agents/jgreathouse9-mlsynth-agents_benchmarking.md Restart Claude Code, or start a new session, for it to be picked up.
What Agents Benchmarking does
agents_benchmarking.md
Operational guide for adding **durable, re-runnable** validation to an mlsynth estimator. This is the *process* doc (the "why" and the definitions of done); `benchmarks/README.md` is the *mechanics* doc (the "what to run"), and `docs/replications.rst` is the public catalogue. Read `.claude/commands/`'s `/replicate` for the demonstrate-first loop that *precedes* the work described here.
A benchmark is not finished when it prints a number that looks right once. It is fin
Alternatives in Development
- Eval Engineer — GAIA evaluation framework specialist 1.5k ★
- Bench — API performance benchmarking — latency profiling, throughput testing, performance regression detection 73 ★
- Swe Perf Reviewer — Performance reviewer that identifies computational bottlenecks, benchmarking gaps, and optimization opportunit 18 ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
IndustryExpert
Industry expert -- sector-specific hiring context, industry benchmarking, domain knowledge for spa, hospitalit
Scientific Figures
Generate publication-quality scientific figures with consistent styling. Use when experiments need visualizati
Harness Inbounds Checker
Fresh-context invariant enforcer for the benchmarking climb loop. Diffs a proposed variant against the declare
Harness Novelty Checker
Fresh-context duplicate detector for the benchmarking climb loop. Diffs a proposed variant against the variant
Bobby Performance
Performance benchmarking. Measures page load times, resource sizes, and Core Web Vitals.
Evidence Reconciler
Reconciles OncoKB vs CiVIC evidence for a single somatic variant and emits a unified AMP/ASCO/CAP tier call wi
Related Skills
SEO Audit
Run a comprehensive SEO audit — technical health, on-page, content gaps, E-E-A-T, link profile, and competitor
JiegeOSBench
Benchmarking a single‑prompt Rust OS kernel implementation, comparing Claude Code Fable, Opus, and Sonnet.
ToolShield
[ICML 2026] Official implementation for paper "Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Sa