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.
SAS-v2.1 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
Audit score, evidence confidence, trust score, 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
agent-metrics-monitor
Execution risk：High
Threat tags：prompt injection, tool poisoning, unexpected code execution
Control gaps：missing license, broad permissions, shell without guardrails
predictive-scaler
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, shell without guardrails, network without allowlist
openclaw-optimize
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | agent-metrics-monitor | predictive-scaler | openclaw-optimize |
|---|---|---|---|
| SAS-v2.1 pre-install audit | |||
Threat tags | prompt injection, tool poisoning, unexpected code execution | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, data exfiltration, memory context poisoning |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, shell without guardrails, network without allowlist | missing license, broad permissions, shell without guardrails |
Evidence confidence | 67% | 63% | 67% |
| Source & provenance | |||
Category | Operations & Infra | Data & Analytics | Operations & Infra |
Freshness | 2026-03-25 | 2026-03-25 | 2026-03-29 |
| Risk & trust | |||
Audit signals | network access, writes files | network access | network access, runs shell, writes files |
| Install & compatibility | |||
Supported tools | Universal | Universal | OpenClaw |
Install friction | 40 | 40 | |
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 risk signals · Claude
Repository: openclaw/skills
Author: udnerc · Source status: Clear source
Film, edit, and publish engaging travel vlogs that build an audience with AI — generate travel vlog tips videos covering camera gear selection, on-location filming techniques, storytelling structures for vlogs, editing w
Score basis：Clear source · High risk signals · OpenClaw
Repository: openclaw/skills
Author: udnerc · Source status: Clear source
Document alpine scenery, summit hikes, and highland culture on film with AI — generate mountain travel videos covering peak photography, trail selection for every fitness level, mountain town exploration, seasonal timing
Score basis：Clear source · High risk signals · OpenClaw
50 |
