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: ralph
Author: soderlind · Source status: Clear source
Ralph is a small runner around GitHub Copilot CLI (standalone) inspired by the“Ralph Wiggum” technique: run a coding agent from a clean slate, over and over, until a stop condition is met
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
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
ai-valve
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
Icebreaker Openers. 破冰。Rompehielos.
Execution risk：High
Threat tags：prompt injection, tool poisoning, unexpected code execution
Control gaps：missing license, broad permissions, shell without guardrails
mcp-sequentialthinking-tools
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | ai-valve | Icebreaker Openers. 破冰。Rompehielos. | mcp-sequentialthinking-tools |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 80 · Manual review | 85 · Evidence missing | 82 · Manual review |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Claude | Clear source, High execution risk, Universal |
Execution risk | High | High | High |
Threat tags | unexpected code execution, data exfiltration, human approval gap | prompt injection, tool poisoning, unexpected code execution | unexpected code execution, data exfiltration, memory context poisoning |
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, Secrets, Command | Permission review, Network, Command |
Evidence completeness | 65% | 69% | 67% |
| Source & provenance | |||
Provenance | soderlind/ai-valve | openclaw/skills | spences10/mcp-sequentialthinking-tools |
Category | Integrations & Connectors | Integrations & Connectors | Integrations & Connectors |
Freshness | |||
| Risk & permission signals | |||
Audit signals | No explicit signals | needs credentials, network access, runs shell, writes files | No explicit signals |
Permission hints | repository clone, local runtime dependencies | verify source provenance before install | repository clone, local runtime dependencies |
| Install & compatibility | |||
Supported tools | Universal | Claude, OpenClaw | Universal |
Install method | script-backed | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 14 | 0 | 574 |
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 · High execution risk · Universal · Evidence completeness 67%
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 · High execution risk · Universal · Evidence completeness 65%
Repository: openclaw/skills
Author: ymebosma · Source status: Clear source
Control IKEA TRÅDFRI lights and groups through a local TRÅDFRI gateway using the native gateway API via node-tradfri-client.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
2026-04-02 |
2026-04-01 |
2026-04-03 |
40 |
65 |
40 |
