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Cambrian Audit Report | OpenAgentSkill | OpenAgentSkill

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Skills/Cambrian/Audit

Skill audit report

Cambrian Audit report.

Cambrian-1 is a family of multimodal LLMs with a vision-centric design.

REVIEWED · REVIEWNeeds reviewGenerated Sep 17, 2026Heuristic metadata audit

83

Audit

84

Trust

86

Quality

88

Security

62

Maintain

92

Install

OpenAgentSkill Trust Score

84

Strong shortlist

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

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Skills Gallery New submissions Agent Skills

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Trust

Compare Safety Gate Skills Registry Rankings

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Outcome Loop Audits Official Weekly Reports Monthly Index State of Agent Skills vs skills.sh AgentSkills.io Alternative

Build

Docs About Contact API

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llms.txt OpenAPI CLI Creator Kit Skill Creators X Growth Kit Submit Blog Guides Activity

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Privacy ContactBuilt for agent-native discovery

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

86

2.0K GitHub stars

Stars/forks activity

INFO

77

2.0K stars, 138 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

62

10mo since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

INFO

74

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add cambrian-mllm/cambrian

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

filesystem or document access

Repository evidence

PASS

86

https://github.com/cambrian-mllm/cambrian

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 Passed · 6 Needs review

Install path

92

PASS

npx skills add cambrian-mllm/cambrian

Repository

88

PASS

https://github.com/cambrian-mllm/cambrian

License

86

PASS

Apache-2.0

Maintenance

62

CHECK

10mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

77

CHECK

2.0K stars, 138 forks; issue activity unavailable in current metadata

Adoption

88

PASS

2.0K GitHub stars

Financial decision safety

58

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

Financial research output is not financial advice; require human review before any live investment decision
Financial research output is not financial advice; require human review before any live investment decision.
Quality score needs review

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

Install path

Review the report before installing into production agents.

Review the source

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Python + Chatbot
Alternatives: 3

Open agent JSON

Signals

Audit score: 83/100
Quality: 86/100
Trust: 84/100
Install safety: 92/100
Permission surface: 86/100
Maintenance: 10mo since push
Events: 13 events
GitHub stars: 2.0K
Last push: Nov 7, 2025

Agent safety v2

67/100 · Avoid automatic install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.
Financial research output is not financial advice; require human review before any live investment decision
67/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Financial research output is not financial advice; require human review before any live investment decision

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