ClawGym Task: 13.5K Executable Claw-Style Tasks for AI Agents

13,500 executable Claw-style tasks generated via two synthesis routes. The dataset was created by RUC-AIBOX and last updated on 2026-05-15. It combines persona-driven synthesis, which samples user profiles and atomic operations, with skill-grounded synthesis built from OpenClaw skills.

Use Cases

• Training AI agents on multi-step workflows based on the skill-grounded synthesis method.
• Benchmarking agent performance on realistic, workspace-grounded requests generated via persona-driven synthesis.
• Analyzing task complexity across 9 scenario categories and 43 subcategories mentioned in the description.

Strengths

• Contains 13,500 executable tasks, providing a substantial corpus for training and evaluation.
• Covers 9 scenario categories, 43 subcategories, 7 operation categories, and 26 atomic operations, suggesting broad coverage.
• Combines two distinct synthesis methods (persona-driven and skill-grounded) for varied task generation.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is known, but the distribution of tasks across categories and synthesis methods is not detailed.
• Freshness should be verified as the last update was 2026-05-15.

Provenance

Source

RUC-AIBOX via Hugging Face.

Collection Method

Synthetic generation via persona-driven and skill-grounded synthesis routes.

Freshness

Last updated 2026-05-15 08:04:18.