Compare skills
Pick 2–4 skills and compare what really matters: fit, risk, install effort, and community signal.
Comparison matrix
Highlights show current best; tooltip explains diff/best rules.
Score-basis 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
Repository: Multi-Agent-Custom-Automation-Engine-Solution-Accelerator
Author: microsoft · Source status: Clear source
The Multi-Agent Custom Automation Engine Solution Accelerator is an AI-driven system that manages a group of AI agents to accomplish tasks based on user input.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
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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
Pre-install score, evidence completeness, 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
project-nova
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
GenericAgent
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
fossology
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：broad permissions, shell without guardrails, network without allowlist
| Dimension | project-nova | GenericAgent | fossology |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 81 · Manual review | 79 · Evidence missing | 81 · Manual review |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal |
Execution risk | High | High | High |
Threat tags | unexpected code execution, data exfiltration, memory context poisoning | unexpected code execution, identity privilege abuse, data exfiltration | unexpected code execution, data exfiltration, human approval gap |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails | broad permissions, shell without guardrails, network without allowlist |
Permission summary | Permission review, Network, Command | Permission review, Network, Secrets, Command | Permission review, Network, Command |
Evidence completeness | 67% | 69% | 67% |
| Source & provenance | |||
Provenance | PradeepaRW/project-nova | lsdefine/GenericAgent | fossology/fossology |
Category | Operations & Infra | Operations & Infra | Operations & Infra |
Freshness | |||
| Risk & permission signals | |||
Audit signals | writes files | needs credentials | network access, runs shell |
Permission hints | repository clone, local runtime dependencies | repository clone, local runtime dependencies | repository clone, local runtime dependencies |
| Install & compatibility | |||
Supported tools | Universal | Universal | Universal |
Install method | script-backed | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 30 | 882 | 980 |
Repository: remnawave-scripts
Author: DigneZzZ · Source status: Clear source
Collection of automation scripts and utilities for RemnaWave project.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: Job_search_agent
Author: surapuramakhil-org · Source status: Clear source
Job search Agent (AI) searches and applies to jobs on your behalf, creating tailored applications for positions that match your skills, making your entire job search hassle-free.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: Cloudlog
Author: magicbug · Source status: Clear source
Cloudlog is a web-based amateur radio logging application built with PHP and MySQL.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: mcp-context-forge
Author: IBM · Source status: Clear source
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
2026-04-09 |
2026-04-08 |
2026-04-06 |
40 |
55 |
50 |
