Skill audit report
Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citation role, related-work positioning, implementation notes, or reviewer-style assessment from a paper, PDF, abstract, or manuscript excerpt.
Skill audit report
Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citation role, related-work positioning, implementation notes, or reviewer-style assessment from a paper, PDF, abstract, or manuscript excerpt.
Skill audit report
Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citation role, related-work positioning, implementation notes, or reviewer-style assessment from a paper, PDF, abstract, or manuscript excerpt.
Skill audit report
Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citation role, related-work positioning, implementation notes, or reviewer-style assessment from a paper, PDF, abstract, or manuscript excerpt.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
259 GitHub stars
Stars/forks activity
WARN57
259 stars, 17 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
27d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
filesystem or document access
Repository evidence
PASS86
https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Repository
88
https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader
License
86
MIT
Maintenance
100
27d since push
AI review
55
The manifest.yaml references shared files outside the skill directory (../_shared/references/...). If the skill is used outside the full repository, these dependencies may be missing, causing the skill to fail.
README/SKILL.md completeness
84
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
86
filesystem or document access
Stars/forks activity
57
259 stars, 17 forks; issue activity unavailable in current metadata
Adoption
68
259 GitHub stars
Warnings
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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OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
259 GitHub stars
Stars/forks activity
WARN57
259 stars, 17 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
27d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
filesystem or document access
Repository evidence
PASS86
https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Repository
88
https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader
License
86
MIT
Maintenance
100
27d since push
AI review
55
The manifest.yaml references shared files outside the skill directory (../_shared/references/...). If the skill is used outside the full repository, these dependencies may be missing, causing the skill to fail.
README/SKILL.md completeness
84
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
86
filesystem or document access
Stars/forks activity
57
259 stars, 17 forks; issue activity unavailable in current metadata
Adoption
68
259 GitHub stars
Warnings
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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OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
259 GitHub stars
Stars/forks activity
WARN57
259 stars, 17 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
27d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
filesystem or document access
Repository evidence
PASS86
https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Repository
88
https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader
License
86
MIT
Maintenance
100
27d since push
AI review
55
The manifest.yaml references shared files outside the skill directory (../_shared/references/...). If the skill is used outside the full repository, these dependencies may be missing, causing the skill to fail.
README/SKILL.md completeness
84
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
86
filesystem or document access
Stars/forks activity
57
259 stars, 17 forks; issue activity unavailable in current metadata
Adoption
68
259 GitHub stars
Warnings
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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Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
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OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
259 GitHub stars
Stars/forks activity
WARN57
259 stars, 17 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
27d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
filesystem or document access
Repository evidence
PASS86
https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Repository
88
https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader
License
86
MIT
Maintenance
100
27d since push
AI review
55
The manifest.yaml references shared files outside the skill directory (../_shared/references/...). If the skill is used outside the full repository, these dependencies may be missing, causing the skill to fail.
README/SKILL.md completeness
84
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
86
filesystem or document access
Stars/forks activity
57
259 stars, 17 forks; issue activity unavailable in current metadata
Adoption
68
259 GitHub stars
Warnings
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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