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: twinsgeeks · Source status: Clear source
Icebreaker prompts for AI agents — break the ice with personality-matched agents, icebreaker conversations, and icebreaker openers that actually work.
Score basis：Clear source · High execution risk · Claude · Evidence completeness 69%
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
Commitment Ready. 承诺。Compromiso.
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
agent-memory-systems
Execution risk：High
Threat tags：data exfiltration, memory context poisoning, human approval gap
Control gaps：missing license, network without allowlist, no human approval
Opencode Cli
Execution risk：High
Threat tags：prompt injection, tool poisoning, unexpected code execution
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | Commitment Ready. 承诺。Compromiso. | agent-memory-systems | Opencode Cli |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 61 · Manual review | 70 · Manual review | 61 · Manual review |
Score basis | Clear source, High execution risk, Claude | Clear source, High execution risk, Claude | Clear source, High execution risk, OpenClaw |
Threat tags | unexpected code execution, identity privilege abuse, data exfiltration | data exfiltration, memory context poisoning, human approval gap | prompt injection, tool poisoning, unexpected code execution |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, network without allowlist, no human approval | missing license, broad permissions, shell without guardrails |
Permission summary | Permission review, Network, Secrets, Command | Network, Command | Permission review, Network, Secrets, Command |
Evidence completeness | 67% | 65% | 69% |
| Source & provenance | |||
Provenance | openclaw/skills | davila7/claude-code-templates/tree/main/cli-tool/components/skills/ai-research/agent-memory-systems | openclaw/skills |
Category | Design & Content | Knowledge & RAG | Dev & Engineering |
Freshness | |||
| Risk & permission signals | |||
Audit signals | needs credentials, network access, runs shell, writes files | No explicit signals | needs credentials, network access, runs shell, writes files |
Permission hints | verify source provenance before install | registry access, remote metadata pull, runtime dependencies may be required | verify source provenance before install |
| Install & compatibility | |||
Supported tools | Claude, OpenClaw | Claude, Codex, Cursor, Universal | OpenClaw |
Install method | script-backed | registry-install | script-backed |
Install friction | |||
| Community | |||
Stars | 0 | 19.9K | 0 |
Repository: openclaw/skills
Author: bwbernardweston18 · Source status: Clear source
Tell me what you need and I'll handle the heavy lifting of video editing for you.
Score basis：Clear source · High execution risk · Cursor · Evidence completeness 67%
Repository: openclaw/skills
Author: bwbernardweston18 · Source status: Clear source
Tired of spending hours cutting clips, writing captions, and hunting for the right music in Canva?
Score basis：Clear source · High execution risk · Cursor · Evidence completeness 67%
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 execution risk · OpenClaw · Evidence completeness 67%
Repository: openclaw/skills
Author: nemovideonemo · Source status: Clear source
Tell me what you need and I'll compose original, royalty-free music tailored to your exact vibe, tempo, and style.
Score basis：Clear source · High execution risk · Cursor · Evidence completeness 67%
Repository: openclaw/skills
Author: skunnyo · Source status: Clear source
Generate professional calendars, timelines, schedules, and project planners for ClawHub/OpenClaw skill development services.
Score basis：Clear source · High execution risk · OpenClaw · Evidence completeness 65%
2026-04-01 |
2026-02-04 |
2026-04-05 |
65 |
50 |
65 |
