Star200+

Skill audit report

context-degradation Audit report.

Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 23, 2026Heuristic metadata audit
74
Audit
72
Trust
57
Quality
75
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

72
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

33 GitHub stars

Stars/forks activity

WARN

43

33 stars, 3 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

2d since push

License clarity

WARN

42

Unknown

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

72

credential or environment access

Install availability

PASS

92

npx skills add shipshitdev/skills --skill context-degradation

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

secrets or environment access, filesystem or document access

Repository evidence

PASS

86

https://github.com/shipshitdev/skills/tree/master/bundles/ai-agents/skills/context-degradation

Review status

PASS

88

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 shipshitdev/skills --skill context-degradation

Repository

88

PASS

https://github.com/shipshitdev/skills/tree/master/bundles/ai-agents/skills/context-degradation

License

45

CHECK

Unknown

Maintenance

100

PASS

2d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

72

CHECK

credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

60

CHECK

secrets or environment access, filesystem or document access

Stars/forks activity

43

FIX

33 stars, 3 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

33 GitHub stars

Warnings

  • License is unclear
  • Permission surface may require sandboxing
  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • GitHub adoption: 33 GitHub stars
  • Stars/forks activity: 33 stars, 3 forks; issue activity unavailable in current metadata
  • License clarity: Unknown
  • 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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