Star200+

Skill audit report

audience-research Audit report.

Research target audiences across Reddit, Twitter, Instagram, and Xiaohongshu to understand demographics, interests, pain points, language patterns, and content preferences. Produces audience personas backed by real community data.

REVIEWED · REVIEWNeeds reviewGenerated Aug 23, 2026Heuristic metadata audit
79
Audit
76
Trust
63
Quality
83
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

76
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

45 GitHub stars

Stars/forks activity

WARN

43

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

Recent maintenance

PASS

100

Pushed today

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

82

network or browser surface

Install availability

PASS

92

npx skills add sandbaseai/sandbase-skills --skill audience-research

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

74

network or browser access, database access

Repository evidence

PASS

86

https://github.com/sandbaseai/sandbase-skills/tree/main/research/audience-research

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 7 Needs review

Install path

92

PASS

npx skills add sandbaseai/sandbase-skills --skill audience-research

Repository

88

PASS

https://github.com/sandbaseai/sandbase-skills/tree/main/research/audience-research

License

86

PASS

Apache-2.0

Maintenance

100

PASS

Pushed today

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

82

PASS

network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

74

CHECK

network or browser access, database access

Stars/forks activity

43

FIX

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

Adoption

42

CHECK

45 GitHub stars

Warnings

  • Low GitHub adoption signal
  • Quality score needs review
  • GitHub adoption: 45 GitHub stars
  • Stars/forks activity: 45 stars, 3 forks; issue activity unavailable in current metadata

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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