SkillTrust — AI Skills Selection Assistant

Pre-install score

81 · Manual review

One primary score for ranking and pre-install decisions; Evidence completeness 65%.

Risk decision

Review required

metadata-only

Install readiness

script-backed · copy-only command

SkillTrust only shows install guidance and copy actions; it never executes installs.

Before you install

Review source, permissions, and execution risk first, then alternatives. Scores prioritize review; they do not replace manual judgment.

Install guidance

Install and compatible tools

This area handles the execution step: review explicit or inferred tool fit, then decide whether to copy commands.

Command ready

Explicitly supported

Candidate support (inferred)

Candidate tools are inferred signals, not official compatibility certifications.

Universal

Shown with the common install pattern for this tool.

git clone https://github.com/jamesrochabrun/skills.git

Before you install

Review source and permissions first. If no explicit command is available, start from the repository guidance.

Current risk hints: metadata-only

Audit main stage

Start with the overall gaps before deciding to continue

This stage turns 15 audit dimensions into one pre-install score; the constellation only explains the gaps instead of becoming a second score.

C

81/ 100Install advice：Check before install

The purpose is visible, but source, permissions, or install evidence needs checking.

Current advice

Review before install

Review source, permissions, and execution details before copying commands.

Execution profile

High

Check command, file-write, and network behavior first.

Evidence completeness

65%

This shows how much public evidence supports the score; it is not a safety certification.

SkillTrust risk constellation

Use one constellation to see the 15-dimension weak spots

Start with the overall shape and the weakest three items, then use the list below for full labels, scores, and actions.

Constellation focusCommand & code execution34High risk

15-dim mapShape firstRead the gaps

Start here

Read the weakest three first, then move into the full 15-item list.

Top 3 gaps

Full 15-dimension list

Select any item to see how it supports the pre-install score

The default view starts from the lowest scores; switch to risk-first when you want severity before score.

Source and author

Repository

jamesrochabrun/skills

Author

jamesrochabrun

Community signal

116 stars · 11 forks

Favorites

0

Last updated

2026-01-14

Primary source

jamesrochabrun/skills

Source status

Clear source

Install method

script-backed

Task scenario

Automation & Agents

Automation & Workflows

Strong alternatives

Candidates in Automation & Agents that are most worth comparing first

Compare

Github Santifer Career Ops

Repository: career-ops

Author: santifer · Source status: Clear source

Score 92Clear source

Manual review

AI-powered job search system built on Claude Code.

Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%

skills

Install and compatible tools

Start with the overall gaps before deciding to continue

Use one constellation to see the 15-dimension weak spots

Select any item to see how it supports the pre-install score

Github Santifer Career Ops

Github Musistudio Claude Code Router

Github Forrestchang Andrej Karpathy Skills

caveman

More from this author

SwiftOpenAI

AgentHub

ClaudeCodeSDK

Claw

Install and compatible tools

Start with the overall gaps before deciding to continue

Use one constellation to see the 15-dimension weak spots

Select any item to see how it supports the pre-install score

Github Santifer Career Ops

Can SkillTrust install this for me?

Does a high score mean it is definitely safe?

How are alternatives selected?

Github Musistudio Claude Code Router

Github Forrestchang Andrej Karpathy Skills

caveman

More from this author

SwiftOpenAI

AgentHub

ClaudeCodeSDK

Claw