Github Microsoft Ai Agents For Beginners
Repository: ai-agents-for-beginners
Author: microsoft · Source status: Clear source
12 Lessons to Get Started Building AI Agents
Score basis:Clear source · Risk needs review · Universal
Compare skills
Pick 2–4 skills and compare what really matters: fit, risk, install effort, and community signal.
Selected skills (2/4)
Comparison matrix
Highlights show current best; tooltip explains diff/best rules.
SAS-v2.1 diff rules / risk tag notes
Start with the matrix. Open this section when you need to understand audit grades, top threats, control gaps, and best-value highlights.
Suggested baseline
Search to add skills, or paste 2–4 comma-separated slugs.
How differences are detected
A row is marked different when selected skills have distinct values. Only-differences mode hides rows that are identical.
How best values are highlighted
Audit score, evidence confidence, trust score, and community signal prefer higher values; execution risk and install friction prefer lower values.
How to read risk tags
Risk tags come from SAS-v2.1 public-evidence signals and point to command, network, secret, context, or supply-chain items to review before install.
Selected audit signals
copilot-cli-for-beginners
Execution risk:High
Threat tags:unexpected code execution, data exfiltration, human approval gap
Control gaps:missing license, broad permissions, shell without guardrails
Moses Stamp
Execution risk:High
Threat tags:unexpected code execution, data exfiltration, human approval gap
Control gaps:missing license, broad permissions, shell without guardrails
| Dimension | copilot-cli-for-beginners | Moses Stamp |
|---|---|---|
| SAS-v2.1 pre-install audit | ||
Audit grade | C · Review first | C · Review first |
Execution risk | High | High |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, data exfiltration, human approval gap |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails |
Permission summary | Permission review, Network, Command | Permission review, Network, Command |
Evidence confidence | 65% | 67% |
| Source & provenance | ||
Provenance | github/copilot-cli-for-beginners | openclaw/skills |
Category | Agent & Tools | Productivity & Docs |
Freshness | 2026-04-14 | |
| Risk & trust | ||
Trust score | 92 | 85 |
Audit signals | metadata-only | network access, runs shell, writes files |
Permission hints | ||
| Install & compatibility | ||
Supported tools | Universal | OpenClaw |
Install method | script-backed | script-backed |
Install friction | 75 | |
| Community | ||
Stars | 2.2K | 0 |
Repository: lobehub
Author: lobehub · Source status: Clear source
The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you.
Score basis:Clear source · Risk needs review · Universal
Repository: GitNexus
Author: abhigyanpatwari · Source status: Clear source
GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser.
Score basis:Clear source · Risk needs review · Universal
Repository: gemini-cli
Author: google-gemini · Source status: Clear source
An open-source AI agent that brings the power of Gemini directly into your terminal.
Score basis:Clear source · Risk needs review · Universal
repository clone |
requires binary: python3, verify source provenance before install |
50 |