Skill audit report

deepagents-architecture Audit report.

Guides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing subagent systems, or selecting middleware approaches.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit
71
Audit
62
Trust
62
Quality
75
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

62
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

80 GitHub stars

Stars/forks activity

WARN

43

80 stars, 8 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

3mo since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

64

credential or environment access, network or browser surface

Install availability

PASS

92

npx skills add existential-birds/beagle --skill deepagents-architecture

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

46

secrets or environment access, filesystem or document access

Repository evidence

PASS

86

https://github.com/existential-birds/beagle/tree/main/plugins/beagle-ai/skills/deepagents-architecture

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 14 Needs review

Install path

92

PASS

npx skills add existential-birds/beagle --skill deepagents-architecture

Repository

88

PASS

https://github.com/existential-birds/beagle/tree/main/plugins/beagle-ai/skills/deepagents-architecture

License

86

PASS

Apache-2.0

Maintenance

88

PASS

3mo since push

AI review

55

CHECK

SKILL.md does not include explicit installation or dependency setup for the deepagents package.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

64

CHECK

credential or environment access, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

46

FIX

secrets or environment access, filesystem or document access

Stars/forks activity

43

FIX

80 stars, 8 forks; issue activity unavailable in current metadata

Adoption

68

INFO

80 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • SKILL.md does not include explicit installation or dependency setup for the deepagents package.
  • No security guidance is provided for FilesystemBackend root_dir permissions or subagent tool scoping.
  • The skill lacks a clear 'Outputs' section describing the expected decision artifacts or recommendations produced.
  • The middleware section appears incomplete or lacks examples for custom middleware ordering and configuration.
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • GitHub adoption: 80 GitHub stars
  • Stars/forks activity: 80 stars, 8 forks; issue activity unavailable in current metadata
  • Permission surface: secrets or environment access, filesystem or document access

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.

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