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: Stream-Daemon
Author: ChiefGyk3D · Source status: Clear source
Stream Daemon is an open-source automation tool for live streamers and creators.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
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
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
innoshop
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
Auto Respawn
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 | innoshop | Auto Respawn | fossology |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 81 · Manual review | 82 · Evidence missing | 81 · Manual review |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Claude | Clear source, High execution risk, Universal |
Threat tags | unexpected code execution, data exfiltration, human approval gap | 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 | 65% | 69% | 67% |
| Source & provenance | |||
Provenance | innocommerce/innoshop | openclaw/skills | fossology/fossology |
Freshness | 2026-04-06 | 2026-02-28 | 2026-04-06 |
| Risk & permission signals | |||
Audit signals | No explicit signals | needs credentials, network access, runs shell, writes files | network access, runs shell |
Permission hints | repository clone, local runtime dependencies | verify source provenance before install | repository clone, local runtime dependencies |
| Install & compatibility | |||
Supported tools | Universal | Claude, OpenClaw | Universal |
Install friction | 40 | 65 | 50 |
| Community | |||
Stars | 609 | 0 | 980 |
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%
Repository: awesome-copilot
Author: github · Source status: Clear source
Execute git commit with conventional commit message analysis, intelligent staging, and message generation.
Score basis：Clear source · High execution risk · Claude · Evidence completeness 65%
Repository: gate
Author: minekube · Source status: Clear source
High-performance, resource-efficient Minecraft reverse proxy and library with robust multi-protocol version support.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: mcpcan
Author: Kymo-MCP · Source status: Clear source
MCPCAN is a centralized management platform for MCP services.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
