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
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
research-workflow-assistant
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
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
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
| Dimension | research-workflow-assistant | Commitment Ready. 承诺。Compromiso. | predictive-scaler |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 81 · Manual review | 85 · Manual review | 85 · Manual review |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Claude | Clear source, High execution risk, Universal |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, identity privilege abuse, data exfiltration | unexpected code execution, data exfiltration, human approval gap |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails | missing license, shell without guardrails, network without allowlist |
Permission summary | Permission review, Network, Command | Permission review, Network, Secrets, Command | Permission review, Network, Command |
Evidence completeness | 65% | 67% | 63% |
| Source & provenance | |||
Provenance | andre-inter-collab-llc/research-workflow-assistant | openclaw/skills | openclaw/skills |
Category | Data & Analytics | Design & Content | Data & Analytics |
Freshness | |||
| Risk & permission signals | |||
Audit signals | No explicit signals | needs credentials, network access, runs shell, writes files | network access |
Permission hints | repository clone, local runtime dependencies | verify source provenance before install | verify source provenance before install |
| Install & compatibility | |||
Supported tools | Universal | Claude, OpenClaw | Universal |
Install friction | 40 | 65 | 40 |
| Community | |||
Stars | 8 | 0 | 0 |
Repository: openclaw/skills
Author: JiahaoWuGit · Source status: Clear source
Academic literature discovery and citation network analysis.
Score basis：Clear source · High execution risk · Claude · Evidence completeness 67%
Repository: openai/skills
Author: openai · Source status: Clear source
Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization.
Score basis：Clear source · High execution risk · Claude · Evidence completeness 67%
Repository: databao-context-engine
Author: JetBrains · Source status: Clear source
Databao Context Engine is an open-source engine that automatically generates a governed semantic context from your databases, BI tools, documents, and spreadsheets.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 69%
Repository: claude-token-tracker
Author: pepperonas · Source status: Clear source
Token usage dashboard for Claude Code — tracks costs, sessions, models, and tools with real-time updates Topics: achievements, anthropic, chart-js, claude, claude-code, cost-estimation, dashboard, github-auth, multi-user
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: openclaw/skills
Author: harrylabsj · Source status: Clear source
Analyze names for meaning, origin, cultural associations, and personality traits.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 63%
2026-04-06 |
2026-04-01 |
2026-03-25 |
