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: 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%
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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
ByteRover
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing repo, missing license, broad permissions
Aliyun Opensearch Search
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | create-an-asset | ByteRover | Aliyun Opensearch Search |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 80 · Manual review | 79 · Evidence missing | 85 · Evidence missing |
Score basis | Clear source, High execution risk, Claude | Source needs review, High execution risk, Claude | Clear source, High execution risk, Claude |
Execution risk | High | High | High |
Threat tags | data exfiltration, memory context poisoning, human approval gap | unexpected code execution, identity privilege abuse, data exfiltration | unexpected code execution, identity privilege abuse, data exfiltration |
Control gaps | missing license, broad permissions, network without allowlist | missing repo, missing license, broad permissions | missing license, broad permissions, shell without guardrails |
Permission summary | Network, Command | Permission review, Network, Secrets, Command | Permission review, Network, Secrets, Command |
Evidence completeness | 67% | 69% | 69% |
| Source & provenance | |||
Provenance | anthropics/knowledge-work-plugins/tree/main/sales/skills/create-an-asset | Source needs review | openclaw/skills |
Category | Knowledge & RAG | Knowledge & RAG | Knowledge & RAG |
Freshness | |||
| Risk & permission signals | |||
Audit signals | No explicit signals | needs credentials, network access, runs shell, writes files | network access, runs shell, writes files |
Permission hints | registry access, remote metadata pull, runtime dependencies may be required | review skill metadata before install, check required credentials in skill docs | verify source provenance before install |
| Install & compatibility | |||
Supported tools | Claude, Codex, Cursor, Universal | Codex, OpenClaw, Claude, Cursor, Universal | Claude, Codex |
Install method | registry-install | instruction-only | script-backed |
Install friction | |||
| Community | |||
Stars | 6.6K | 108 | 0 |
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: 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: 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 |
2026-04-08 |
2026-04-02 |
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