OpenAgentSkill
GitHub200+

Skill audit report

appie-chatbot Audit report.

Create, train, and chat with project chatbots via Appie.run. Use when the user asks to create a chatbot, add knowledge or training data, ask a bot a question, check training status, or list chatbots. Triggers include make a chatbot, train bot on this URL, add knowledge, ask the chatbot, chatbot status, list my bots.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 20, 2026Heuristic metadata audit
69
Audit
69
Trust
41
Quality
75
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

69
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

FAIL

30

0 GitHub stars

Stars/forks activity

FAIL

32

0 stars, 0 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

3d since push

License clarity

PASS

86

MIT

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 appierun/appie-mcp --skill appie-chatbot

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

secrets or environment access, network or browser access

Repository evidence

PASS

86

https://github.com/appierun/appie-mcp/tree/master/skills/appie-chatbot

Review status

WARN

46

AI review approval is missing

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 appierun/appie-mcp --skill appie-chatbot

Repository

88

PASS

https://github.com/appierun/appie-mcp/tree/master/skills/appie-chatbot

License

86

PASS

MIT

Maintenance

100

PASS

3d since push

AI review

55

CHECK

Review approval is missing

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

60

CHECK

secrets or environment access, network or browser access

Stars/forks activity

32

FIX

0 stars, 0 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

0 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • Low GitHub adoption signal
  • AI review approval is missing
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, network or browser access
  • GitHub adoption: 0 GitHub stars
  • Stars/forks activity: 0 stars, 0 forks; issue activity unavailable in current metadata
  • Permission surface: secrets or environment access, network or browser access
  • Review status: AI review approval is missing

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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