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: openclaw/skills
Author: cinience · Source status: Clear source
Use when working with OpenSearch vector search edition via the Python SDK (ha3engine) to push documents and run HA/SQL searches.
Score basis：Clear source · High execution risk · Claude · Evidence completeness 69%
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
create-an-asset
Execution risk：High
Threat tags：data exfiltration, memory context poisoning, human approval gap
Control gaps：missing license, broad permissions, network without allowlist
spring-ai-playground
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
memory-journal-mcp
Execution risk：High
Threat tags：prompt injection, tool poisoning, unexpected code execution
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | create-an-asset | spring-ai-playground | memory-journal-mcp |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 80 · Manual review | 81 · Manual review | 81 · Evidence missing |
Score basis | Clear source, High execution risk, Claude | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal |
Execution risk | High | High | High |
Threat tags | data exfiltration, memory context poisoning, human approval gap | unexpected code execution, data exfiltration, memory context poisoning | prompt injection, tool poisoning, unexpected code execution |
Control gaps | missing license, broad permissions, network without allowlist | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails |
Permission summary | Network, Command | Permission review, Network, Command | Permission review, Network, Secrets, Command |
Evidence completeness | 67% | 67% | 71% |
| Source & provenance | |||
Provenance | anthropics/knowledge-work-plugins/tree/main/sales/skills/create-an-asset | JM-Lab/spring-ai-playground | neverinfamous/memory-journal-mcp |
Category | Knowledge & RAG | Knowledge & RAG | Knowledge & RAG |
Freshness | |||
| Risk & permission signals | |||
Audit signals | No explicit signals | network access | needs credentials, network access |
Permission hints | registry access, remote metadata pull, runtime dependencies may be required | repository clone, local runtime dependencies | repository clone, local runtime dependencies |
| Install & compatibility | |||
Supported tools | Claude, Codex, Cursor, Universal | Universal | Universal |
Install method | registry-install | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 6.6K | 180 | 13 |
Repository: openclaw/skills
Author: neroagent · Source status: Clear source
Core memory resilience layer: WAL (Write-Ahead Log), Working Buffer, and three-layer memory integration.
Score basis：Clear source · High execution risk · Claude · Evidence completeness 71%
Repository: googleworkspace/cli
Author: googleworkspace · Source status: Clear source
Recipe Save Email To Doc skill from googleworkspace/cli.
Score basis：Clear source · High execution risk · Claude · Evidence completeness 65%
Repository: googleworkspace/cli
Author: googleworkspace · Source status: Clear source
Gws Workflow Email To Task skill from googleworkspace/cli.
Score basis：Clear source · High execution risk · Claude · Evidence completeness 65%
Repository: googleworkspace/cli
Author: googleworkspace · Source status: Clear source
Recipe Create Gmail Filter skill from googleworkspace/cli.
Score basis：Clear source · High execution risk · Claude · Evidence completeness 65%
Repository: knowledge-work-plugins
Author: anthropics · Source status: Clear source
Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
2026-02-04 |
2026-04-07 |
2026-04-06 |
50 |
40 |
55 |
