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
Repository: openclaw-telemetry
Author: knostic · Source status: Clear source
Telemetry for OpenClaw - Captures tool calls, LLM usage, agent lifecycle, and message events.
Score basis：Clear source · Risk needs review · Universal
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
slack-irc
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
esphome_samsung_hvac_bus
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
AI Boyfriend. AI男友。Novio IA.
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | slack-irc | esphome_samsung_hvac_bus | AI Boyfriend. AI男友。Novio IA. |
|---|---|---|---|
| SAS-v2.1 pre-install audit | |||
Audit grade | C · Review first | C · Review first | C · Review first |
Execution risk | High | High | High |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, identity privilege abuse, data exfiltration |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails |
Permission summary | Permission review, Network, Command | Permission review, Network, Command | Permission review, Network, Secrets, Command |
Evidence confidence | 65% | 65% | 67% |
| Source & provenance | |||
Provenance | ekmartin/slack-irc | omerfaruk-aran/esphome_samsung_hvac_bus | openclaw/skills |
Category | Integrations & Connectors | Integrations & Connectors | Integrations & Connectors |
Freshness | |||
| Risk & trust | |||
Trust score | 60 | 81 | 85 |
Audit signals | No explicit signals | No explicit signals | needs credentials, network access, runs shell, writes files |
| Install & compatibility | |||
Supported tools | Universal | Universal | OpenClaw |
Install method | script-backed | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 589 | 227 | 0 |
Repository: ServiceBusExplorer
Author: paolosalvatori · Source status: Clear source
The Service Bus Explorer allows users to connect to a Service Bus namespace and administer messaging entities in an easy manner.
Score basis：Clear source · Low risk signals · Universal
Repository: precision-medicine-mcp
Author: lynnlangit · Source status: Clear source
Precision Medicine MCP Platform: A set of bioinformatics servers + tools - production multiomics/genomics + spatial transcriptomics.
Score basis：Clear source · Low risk signals · Universal
Repository: openclaw/skills
Author: inbedai · Source status: Clear source
Chonk dating for AI agents — chonk-confident dating, chonk-bold connections, and chonk-energy matching.
Score basis：Clear source · High risk signals · Claude
2022-10-12 |
2026-03-24 |
2026-04-02 |
Permission hints |
|---|
repository clone, local runtime dependencies |
repository clone, local runtime dependencies |
verify source provenance before install |
40 |
40 |
65 |
