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
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
Job_search_agent
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
langfuse-python
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
security-ownership-map
Execution risk：High
Threat tags：data exfiltration, human approval gap
Control gaps：missing license, broad permissions, network without allowlist
| Dimension | Job_search_agent | langfuse-python | security-ownership-map |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 79 · Manual review | 92 · Manual review | 82 · Manual review |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal | Clear source, High execution risk, Claude |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, data exfiltration, human approval gap | data exfiltration, human approval gap |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails | missing license, broad permissions, network without allowlist |
Evidence completeness | 65% | 65% | 67% |
| Source & provenance | |||
Provenance | surapuramakhil-org/Job_search_agent | langfuse/langfuse-python | openai/skills/tree/main/skills/.curated/security-ownership-map |
Category | Operations & Infra | Automation & Workflows | Data & Analytics |
Freshness | |||
| Risk & permission signals | |||
Audit signals | No explicit signals | metadata-only | writes files |
Permission hints | repository clone, local runtime dependencies | repository clone | registry access, remote metadata pull, runtime dependencies may be required |
| Install & compatibility | |||
Supported tools | Universal | Universal | Claude, Codex, Cursor, Universal |
Install method | script-backed | script-backed | registry-install |
Install friction | |||
| Community | |||
Stars | 134 | 378 | 7.3K |
Repository: project-nova
Author: PradeepaRW · Source status: Clear source
A multi-agent AI architecture that connects 25+ specialized agents through n8n and MCP servers.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
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: innoshop
Author: innocommerce · Source status: Clear source
InnoShop is an AI-powered open source e-commerce system built on Laravel 12, designed for global commerce.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
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%
2026-04-02 |
2026-04-13 |
2026-02-11 |
40 |
75 |
50 |
