Skill audit report

env-and-assets-bootstrap Audit report.

Rigor Setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first environment, checkpoint and dataset path assumptions, cache location hints, and setup notes before any run on a README-documented repository. Do not use for repo scanning, full orchestration, paper interpretation, final run reporting, or generic environment setup that is not tied to a specific reproduction target.

BLOCKED · BLOCKNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

484 GitHub stars

Stars/forks activity

WARN

484 stars, 16 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

2mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

command execution surface, credential or environment access

Install availability

PASS

npx skills add lllllllama/RigorPilot-Skills --skill env-and-assets-bootstrap

Install command safety

PASS

standard package or runtime install path

Permission surface

FAIL

secrets or environment access, shell or command execution

Repository evidence

PASS

https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/env-and-assets-bootstrap

Review status

INFO

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 13 Needs review

Install path

PASS

npx skills add lllllllama/RigorPilot-Skills --skill env-and-assets-bootstrap

Repository

PASS

https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/env-and-assets-bootstrap

License

PASS

MIT

Maintenance

PASS

2mo since push

AI review

CHECK

The skill references an external shared operating principles file (`../ai-research-reproduction/references/agent-operating-principles.md`) that is not included in the skill directory; this could break if the parent repository structure changes.

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

FIX

command execution surface, credential or environment access

Install command safety

PASS

standard package or runtime install path

Permission surface

FIX

secrets or environment access, shell or command execution

Stars/forks activity

FIX

484 stars, 16 forks; issue activity unavailable in current metadata

Adoption

INFO

484 GitHub stars

Warnings

Dependency or permission surface needs review
Permission surface may require sandboxing
The skill references an external shared operating principles file (`../ai-research-reproduction/references/agent-operating-principles.md`) that is not included in the skill directory; this could break if the parent repository structure changes.
The `bootstrap_env.py` script imports from `plan_setup` without ensuring that module is available in the same directory; this is fine within the skill but could be fragile if the skill is copied standalone.
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
Stars/forks activity: 484 stars, 16 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, credential or environment access
Permission surface: secrets or environment access, shell or command execution

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.

Review the source

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: block
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 74/100
Quality: 70/100
Trust: 66/100
Install safety: 92/100
Permission surface: 36/100
Maintenance: 2mo since push
Events: 9 events
GitHub stars: 484
Last push: Sep 6, 2026

Agent safety v2

34/100 · Avoid automatic install

Blocked for auto-installblock

This skill should not be selected by an agent without explicit human security review.

Do not auto-install. Inspect the source, dependencies, and permission surface first.

Metadata combines secrets access with shell or command execution
High-risk permission hints: Shell or command execution, Secrets or environment access

Shell or command execution

high

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

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.

Secrets or environment access

high

Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.

High-risk permission hints: Shell or command execution, Secrets or environment access
Dependency or permission surface needs review

Back to skill Alternatives Audit badge SVG

Compare nearby options

Related skills to audit next

Last30days Skill

Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.

64K Stars · Audit report

Academic Research Skills

Academic Research Skills for Claude Code: research → write → review → revise → finalize

38K Stars · Audit report

mono-color

Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.

1.9K Stars · Audit report