agent-skill
agent-skill-security-paper-artifacts
Agent Skill Security Research Artifacts
This collection releases derived aggregate evidence, original figure data and plots, offline analysis code, and reproducibility manifests. The current research portfolio has 4 consolidated empirical manuscript directions: scanner configuration/gate comparisons, small-model score interfaces and source transfer, runtime cascade action composition, and deterministic-rule maintenance/evidence contracts. Current authoring/delivery state: Four… See the full description on the dataset page: https://huggingface.co/datasets/Vineethsain/agent-skill-security-paper-artifacts.agent-skills
Index — Lucio's Agent Skills & Projects
Each project now lives in its own repo, so you get its full README, its own licence, and its own version history. This page is just the map.
This repo also keeps a full snapshot of every skill for anyone who wants them all in one download — see the Files and versions tab. The individual repos below are the canonical ones.
Agent Skills
Skill
What it does
Licence
relic
Portable AI personality & memory, in pure… See the full description on the dataset page: https://huggingface.co/datasets/LucioLiu/agent-skills.claude-agent-skills-benchmark
Claude Agent Skills Benchmark
Claude Agent Skills 评测数据集
Description
A benchmark dataset for evaluating whether LLMs can accurately trigger and execute domain-specific Skills on the Claude Code platform. Skills are designed by vertical domain experts with varying complexity levels (based on attachments: scripts, references, assets, and reference markdown files).
Evaluation Scenarios Cover:
Office automation, coding, investment promotion, financial services, industrial… See the full description on the dataset page: https://huggingface.co/datasets/obaydata/claude-agent-skills-benchmark.agentskillos-benchmark
AgentSkillOS Benchmark
Official benchmark release for Organizing, Orchestrating, and Benchmarking Agent Skills at Ecosystem Scale.
GitHub project: https://github.com/ynulihao/AgentSkillOS
This release is a file-based benchmark package. It contains the original task definitions and the bundled task assets that are needed by tasks with local input files.
Contents
data/tasks.jsonl: normalized task index for load_dataset(...)
tasks/: the original 30 benchmark task… See the full description on the dataset page: https://huggingface.co/datasets/NPULH/agentskillos-benchmark.atr-skill-benchmark
ATR Skill-Security Benchmark
A labeled corpus of SKILL.md files for evaluating detection of malicious agent
skills — prompt injection, tool poisoning, credential theft, malware droppers
and supply-chain attacks hidden inside natural-language agent instructions.
Published as part of Agent Threat Rules (ATR),
an open, vendor-neutral detection standard for AI agents (like Sigma, but for
agent attacks).
Why this exists
SKILL.md files are natural-language instructions… See the full description on the dataset page: https://huggingface.co/datasets/Agent-Threat-Rule/atr-skill-benchmark.agent-skill-malware
Agent Skill Malware: Malicious vs Benign Agent Skills
Binary classification dataset of OpenClaw agent skill files (SKILL.md).
127 malicious + 223 benign = 350 samples, deduplicated by content hash.
Source
Malicious: Real skills from malicious campaigns targeting ClawHub (Feb 2026), extracted from the openclaw/skills GitHub archive. They use social engineering in markdown instructions to trick agents/users into running malware -- primarily AMOS (Atomic macOS Stealer)… See the full description on the dataset page: https://huggingface.co/datasets/yoonholee/agent-skill-malware.