Star200+

Skill audit report

FireRedASR Audit report.

Open-source industrial-grade ASR models supporting Mandarin, Chinese dialects and English, achieving a new SOTA on public Mandarin ASR benchmarks, while also offering outstanding singing lyrics recognition capability.

REVIEWED · REVIEWNeeds reviewGenerated Aug 11, 2026Heuristic metadata audit
89
Audit
88
Trust
94
Quality
89
Security
76
Maintain
92
Install

OpenAgentSkill Trust Score

88
Production candidate

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

86

1.9K GitHub stars

Stars/forks activity

INFO

77

1.9K stars, 161 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

76

6mo since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add FireRedTeam/FireRedASR

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/FireRedTeam/FireRedASR

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 · 5 Needs review

Install path

92

PASS

npx skills add FireRedTeam/FireRedASR

Repository

88

PASS

https://github.com/FireRedTeam/FireRedASR

License

86

PASS

Apache-2.0

Maintenance

76

CHECK

6mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

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

1.9K stars, 161 forks; issue activity unavailable in current metadata

Adoption

88

PASS

1.9K 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.

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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