SkillsBench B

AI benchmark · Coding

Publisher
BenchFlow
On X
@benchflow_ai ↗
Tier
B why
Snapshot

Open benchmark ↗benchflow.ai/research

Full listing name: SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Latest from BenchFlow on X

@benchflow_ai ↗

What is SkillsBench?

SkillsBench measures whether curated Agent Skills (procedural knowledge packages) improve LLM agent pass rates across 87 tasks in 8 domains with deterministic verifiers, comparing no-Skills and curated-Skills conditions.

  • General capability mostly

    “We present SkillsBench, a benchmark whose current inventory contains 87 tasks across 8 domains paired with curated Skills and deterministic verifiers.”
    arxiv.org/abs/2602.12670 ↗

Who built SkillsBench

  • BenchFlow built it

    “We publish the environments and benchmarks we use to evaluate agents on real work — papers, datasets, and live sites. SkillsBench, ClawsBench, Robo Use”
    benchflow.ai/research ↗

Paper: arxiv.org/abs/2602.12670 ↗

Tier B

B

Established: 15 or more models scored, or curated RL directories rate it.

How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.

  • 24 models scored
  • built by BenchFlow
  • in curated RL directories (7 pts)
How we got to tier B
  1. Adoption: 24 models scored; built by BenchFlow. Tier B.
  2. Not yet read on X.
  3. In curated RL directories: 7 points, a floor of B.
  4. Confirmed: a line from its own site or paper places it.

A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.

Where SkillsBench sits

Its realm in the universe, live. Hover a star for its name; click to open it. Open it in the universe

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Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-11 snapshot.