Adaptive Memory
Repository: openclaw/skills
Author: yozu · Source status: Clear source
Hierarchical memory management for AI agents across sessions.
Score basis:Clear source · High risk signals · Universal
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
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
Knowledge_Base_AI_Agent
Execution risk:High
Threat tags:unexpected code execution, data exfiltration, memory context poisoning
Control gaps:missing license, broad permissions, shell without guardrails
site-to-md
Execution risk:High
Threat tags:unexpected code execution, identity privilege abuse, data exfiltration
Control gaps:missing license, broad permissions, shell without guardrails
Awesome-Astron-Workflow
Execution risk:High
Threat tags:unexpected code execution, data exfiltration, human approval gap
Control gaps:missing license, broad permissions, shell without guardrails
| Dimension | Knowledge_Base_AI_Agent | site-to-md | Awesome-Astron-Workflow |
|---|---|---|---|
| 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, memory context poisoning | 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, broad permissions, shell without guardrails |
Permission summary | Permission review, Network, Command | Permission review, Network, Secrets, Command | Permission review, Network, Command |
Evidence confidence | 67% | 67% | 65% |
| Source & provenance | |||
Provenance | SuhasGowda24/Knowledge_Base_AI_Agent | tmaier/site-to-md | FenjuFu/Awesome-Astron-Workflow |
Category | Productivity & Docs | Productivity & Docs | Productivity & Docs |
Freshness | |||
| Risk & trust | |||
Trust score | 68 | 82 | 82 |
Audit signals | |||
| Install & compatibility | |||
Supported tools | Universal | Universal | Universal |
Install method | script-backed | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 1 | 8 | 14 |
Repository: openclaw/skills
Author: sunrisesillneversee · Source status: Clear source
MO§ES™ Governed Output — embeds a governance stamp into every document produced.
Score basis:Clear source · High risk signals · OpenClaw
Repository: awesome-copilot
Author: github · Source status: Clear source
Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication plans for infrastructure and application changes
Score basis:Clear source · Low risk signals · Claude
Repository: awesome-copilot
Author: github · Source status: Clear source
Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a complete markdown tutorial.
Score basis:Clear source · Low risk signals · Claude
2025-11-30 |
2026-04-07 |
2026-03-30 |
needs credentials, runs shell, writes files |
No explicit signals |
Permission hints | repository clone, local runtime dependencies | repository clone, local runtime dependencies | repository clone, local runtime dependencies |
|---|
40 |
65 |
40 |