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: robin-marv · Source status: Clear source
Snapshot and back up OpenClaw brain files (AGENTS.md, SOUL.md, MEMORY.md, memory/, etc.) to an offsite git repository — like a lobster shedding its shell, leaving behind a perfect copy before growing.
Score basis：Clear source · High execution risk · OpenClaw · 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
Moses Stamp
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
azure-devops-cli
Execution risk：High
Threat tags：data exfiltration, human approval gap
Control gaps：missing license, broad permissions, network without allowlist
Adaptive Memory
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | Moses Stamp | azure-devops-cli | Adaptive Memory |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 85 · Manual review | 82 · Manual review | 85 · Manual review |
Score basis | Clear source, High execution risk, OpenClaw | Clear source, High execution risk, Claude | Clear source, High execution risk, Universal |
Threat tags | unexpected code execution, data exfiltration, human approval gap | 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, network without allowlist | missing license, broad permissions, shell without guardrails |
Permission summary | Permission review, Network, Command | Network, Command | Permission review, Network, Secrets, Command |
Evidence completeness | 67% | 65% | 71% |
| Source & provenance | |||
Provenance | openclaw/skills | github/awesome-copilot | openclaw/skills |
Freshness | 2026-04-02 | 2026-04-09 | 2026-04-01 |
| Risk & permission signals | |||
Audit signals | network access, runs shell, writes files | No explicit signals | needs credentials, network access, runs shell, writes files |
Permission hints | requires binary: python3, verify source provenance before install | local skill installation, workspace file updates | verify source provenance before install |
| Install & compatibility | |||
Supported tools | OpenClaw | Claude, Codex, Cursor, Windsurf | Universal |
Install method | script-backed | instruction-only | script-backed |
Install friction | |||
| Community | |||
Stars | 0 | 28.9K | 0 |
Repository: openclaw/skills
Author: jaredforreal · Source status: Clear source
Trigger when: (1) User wants to extract text, tables, formulas, or structured data from images/PDFs/scanned documents, (2) User mentions "OCR", "文字识别", "文档解析", (3) User has a document (screenshot, scanned page, invoice,
Score basis：Clear source · High execution risk · OpenClaw · Evidence completeness 67%
Repository: openclaw/skills
Author: tetsuakira-vk · Source status: Clear source
Generates SEO-optimised Shopify product titles, descriptions, and meta fields from a simple product brief — ready to paste directly into your store.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
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%
50 |
60 |
65 |
