North star guidance for the agent-resources project.
SkillScore100Maintained
Automatic
◆AI Engineer pack
Last verified 8/18/2026
What it changes
Passed 22 of 22 test cases with the skill, and 8 of 22 without it.
Without skill36%
With skill100%
Checks it passed that the model alone missed
Identifies GitHub username as the creator namespace
Endorses social proof metrics showing install counts
Cites the requirement that single-line execution must just work
and 15 more in the full report
14 fixed8 passed either way0 still failing0 broke
Pass-rate lift
+64 pp
Tokens
+44%
Agent turns
0%
Response time
-25%
Model gemini-3.6-flashMeasured 8/18/2026v122 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 14
Prompt
Specify the exact command line invocation required to bootstrap a new agent resources repository linked to GitHub in under 30 seconds.
What was checked, without and with the skill
Checked
Without skill
With skill
Specifies `uvx create-agent-resources-repo --github` as the repository creation command
Missed
Passed
case-10 · gemini-3.6-flash · 8/18/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md167 linessingle file
Agent Resources - Project Vision
This document defines the ideal outcomes we're building toward. Use it to guide development decisions and maintain alignment with the project's purpose.
For Individual Users
Build Your Personal Agent Toolkit
Curate a personal collection of your best skills, commands, and agents in your own GitHub repo
Your toolkit travels with you across machines, projects, and jobs
Iterate and refine your resources over time as you discover what works
Version control your AI workflow improvements
Instant Capability Extension
Add new capabilities to Claude Code with a single command
No manual downloading, copying, or configuration
Zero installation friction via uvx - just run and go
Works immediately without restarting or setup steps
Leverage Community Knowledge
Access a growing ecosystem of resources built by others
Skip the learning curve by using battle-tested configurations
Find domain-specific setups (security, data science, DevOps, etc.)
Learn from how others structure effective prompts and workflows
For the Community
Frictionless Sharing
Share resources as easily as sharing a link: "try uvx skill-add yourname/cool-skill"
Drop recommendations in Slack, Discord, Twitter, or READMEs
No publishing step, no registry approval - push to GitHub and it's available
Social Discovery
GitHub username IS your namespace - identity-linked sharing
Follow interesting developers to see what resources they create
Star and fork repos to track and remix useful collections
The existing GitHub social graph becomes the discovery mechanism
Expert sales engineer specializing in technical pre-sales, solution architecture, and proof of concepts. Masters technical demonstrations, competitive positioning, and translating complex technology into business value for prospects and customers.