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%
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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
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
sim
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
AI-QA-Retrieval-Assistant-API
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | create-an-asset | sim | AI-QA-Retrieval-Assistant-API |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 80 · Manual review | 92 · Manual review | 82 · Manual review |
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, human approval gap | unexpected code execution, data exfiltration, memory context poisoning |
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, Command |
Evidence completeness | 67% | 65% | 67% |
| Source & provenance | |||
Provenance | anthropics/knowledge-work-plugins/tree/main/sales/skills/create-an-asset | simstudioai/sim | mvsaran/AI-QA-Retrieval-Assistant-API |
Category | Knowledge & RAG | Agent & Tools | Knowledge & RAG |
Freshness | |||
| Risk & permission signals | |||
Audit signals | No explicit signals | metadata-only | No explicit signals |
Permission hints | registry access, remote metadata pull, runtime dependencies may be required | repository clone | 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 | 27.7K | 1 |
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
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%
Repository: openclaw/skills
Author: lookupmark · Source status: Clear source
Find and send local files to a chat channel (Telegram, Discord, WhatsApp, Signal, Slack).
Score basis：Clear source · High execution risk · OpenClaw · Evidence completeness 67%
2026-02-04 |
2026-04-14 |
2026-04-01 |
50 |
75 |
40 |
