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SkillRadar
Agent security + benchmarks
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Safety Radar beta

Security and benchmarking for the tools your agents run.

SkillRadar is the evaluation layer for agent automation dependencies: security scanning today, performance benchmarks next, and private registries plus runtime skill recommendations for teams adopting agents.

Radar preview

Safety Radar report

beta
Review signal

New shell command detected

A watched agent skill changed its install/run instructions. SkillRadar flags the command, source file, risk level, and date so a human can review before automation.

69
changes scanned
69
high-review signals
1443
candidates discovered

Four Radar pillars

Not a marketplace. The evaluation layer.

GitHub and agent hubs can host files. SkillRadar scores trust, safety, quality, compatibility, and performance — then exposes the signal to humans and agents.

beta now

Safety Radar

Automated security and clean-code scanning for prompt injection risk, hidden curl | bash commands, credential leaks, external domains, and risky diffs.

next

Performance Radar

Live benchmarks showing task success rate, speed, token efficiency, and model compatibility instead of vague skill claims.

enterprise

Private Radar

Company-owned private registries for vetted internal skills, approved versions, policy checks, and governance around public dependencies.

runtime API

AgentSkillOS

Semantic orchestration that tells agents which safe, high-performing skill stack to use for a complex task without instruction bloat.

Agent Skill Kits

Start with a watched bundle, not a random skill.

Curated bundles for common agent workflows. Each kit shows recommended skills, trust/risk mix, source links, and a watchlist path for future changes.

Leaderboard preview

Top skills worth watching

#1 · Development

GitHub Automation

High-utility workflow skill for repositories, issues, pull requests, and developer automation.

88
Overall
91
Trust
74
Momentum
Low riskRequires GitHub tokenNetwork accessStrong business utility
#2 · Web Automation

Agent Browser

Useful browser automation layer for scraping, forms, screenshots, and web workflows.

84
Overall
77
Trust
89
Momentum
Medium riskBroad browser permissionsCan access sensitive sessionsReview before production use
#3 · Productivity

Obsidian

Practical personal knowledge-management integration with a clear local-file workflow.

81
Overall
86
Trust
62
Momentum
Low riskFilesystem accessLow external dependency surface
#4 · Productivity

Summarize

Straightforward document and URL summarization. Simple, useful, and easy to understand.

79
Overall
82
Trust
70
Momentum
Low riskMay send content to model APIsCheck data handling
#5 · Discovery

Find Skills

Meta-skill for finding other skills. Useful, but should not be allowed to install blindly.

76
Overall
73
Trust
77
Momentum
Medium riskCan influence installed toolingRequire human approval for installs

Latest changes

What changed since the last scan

69 total changes · 34 new skills · 69 high-review signals. These are automated review flags, not install recommendations.

Scan: 2026-05-05
new · high review · Low skill risk
85

agent-avengers

  • New skill indexed: github.com/LeoYeAI/openclaw-master-skills@main
  • New credential requirement: API
  • New risk flag: Mentions filesystem writes, deletes, home-directory paths, or config/key locations.
  • New risk flags: filesystem_write_or_home_access
new · high review · Low skill risk
83

Founder OS

  • New skill indexed: github.com/LeoYeAI/openclaw-master-skills@main
  • New credential requirement: API
  • New risk flag: Mentions browser automation, cookies, sessions, local storage, or browser state.
  • New risk flags: browser_or_session_access
new · high review · Low skill risk
81

afrexai-career-accelerator

  • New skill indexed: github.com/LeoYeAI/openclaw-master-skills@main
  • New credential requirement: API
  • New risk flag: Mentions filesystem writes, deletes, home-directory paths, or config/key locations.
  • New risk flags: filesystem_write_or_home_access
new · high review · Medium skill risk
81

adme-property-predictor

  • New skill indexed: github.com/LeoYeAI/openclaw-master-skills@main
  • New credential requirement: API
  • New shell command: python scripts/main.py --input library.smi --properties absorption,distribution --format csv --output library_adme.csv
  • New shell command: python scripts/main.py --input library_adme.csv --filter "lipinski_pass=True,hia>80" --rank-by qed --top-n 100 --output top_candidates.csv

Trust analysis sample

Review signals before you install

SkillRadar reviews public skill descriptions as text only, tracks changes over time, and surfaces permission/risk signals before you install. It does not execute third-party code, install dependencies, or load scanned skills.

#1 · Trust analysis

obsidian-vault-maintainer

Maintain an Obsidian-friendly memory wiki vault with wikilinks, frontmatter, and official Obsidian CLI awareness.

88
Overall
92
Trust
95
Momentum
Low riskNo high-signal flags in text scan
#2 · Trust analysis

theme-factory

Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

85
Overall
92
Trust
95
Momentum
Low riskNo high-signal flags in text scan
#3 · Trust analysis

template-skill

Replace with description of the skill and when Claude should use it.

85
Overall
92
Trust
95
Momentum
Low riskNo high-signal flags in text scan
#4 · Trust analysis

tavily

Tavily web search, content extraction, and research tools.

85
Overall
92
Trust
95
Momentum
Low riskNo high-signal flags in text scan

Risk watch

Flags worth reviewing before install

High review

Free / Unlimited AI access skills

Positioning that promises unlimited paid AI access is a review trigger. Check outbound calls, credential requests, and hidden service dependencies.

Medium review

Auto-updater style skills

Useful if trustworthy, dangerous if not. Any skill that can modify installed skills deserves strict review and version-diff alerts.

High review

Skills with remote shell install commands

curl | bash, wget installers, and opaque package scripts should be flagged until manually inspected.

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