Skill audit report

ieee-paper-reader 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.

REVIEWED · REVIEWNeeds reviewGenerated Nov 13, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

259 GitHub stars

Stars/forks activity

WARN

259 stars, 17 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

3mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

INFO

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

no major dependency risk hints in public metadata

Install availability

PASS

npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

filesystem or document access

Repository evidence

PASS

https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader

Review status

INFO

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 6 Needs review

Install path

PASS

npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader

Repository

PASS

https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader

License

PASS

MIT

Maintenance

CHECK

3mo since push

AI review

CHECK

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

PASS

Usable description available

Dependency risk

PASS

no major dependency risk hints in public metadata

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

filesystem or document access

Stars/forks activity

FIX

259 stars, 17 forks; issue activity unavailable in current metadata

Adoption

INFO

259 GitHub stars

Warnings

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.
Quality score needs review
Stars/forks activity: 259 stars, 17 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.

Install path

Review the report before installing into production agents.

$ npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 76/100
Quality: 68/100
Trust: 73/100
Install safety: 92/100
Permission surface: 86/100
Maintenance: 3mo since push
Events: 17 events
GitHub stars: 259
Last push: Aug 12, 2026

Agent safety v2

60/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

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.
60/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

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.

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