Data Cleaning and Variable Screening
Repository: awesome-copilot
Author: github · Source status: Clear source
Credit risk data cleaning and variable screening pipeline for pre-loan modeling.
Score basis:Clear source · Low risk signals · Claude
Compare skills
Pick 2–4 skills and compare what really matters: fit, risk, install effort, and community signal.
This comparison came from collection: Easy to install
Good for comparing install effort quickly.
Selected skills (2/4)
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
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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
create-web-form
Execution risk:High
Threat tags:data exfiltration, human approval gap
Control gaps:missing license, broad permissions, network without allowlist
import-infrastructure-as-code
Execution risk:High
Threat tags:data exfiltration, human approval gap
Control gaps:missing license, broad permissions, network without allowlist
| Dimension | create-web-form | import-infrastructure-as-code |
|---|---|---|
| SAS-v2.1 pre-install audit | ||
Audit grade | C · Review first | C · Review first |
Execution risk | High | High |
Threat tags | data exfiltration, human approval gap | data exfiltration, human approval gap |
Control gaps | missing license, broad permissions, network without allowlist | missing license, broad permissions, network without allowlist |
Permission summary | Network, Command | Network, Command |
Evidence confidence | 65% | 65% |
| Source & provenance | ||
Provenance | github/awesome-copilot | github/awesome-copilot |
Category | Productivity & Docs | Productivity & Docs |
Freshness | 2026-04-09 | |
| Risk & trust | ||
Trust score | 82 | 82 |
Audit signals | No explicit signals | |
| Install & compatibility | ||
Supported tools | Claude, Codex, Cursor, Windsurf | Claude, Codex, Cursor, Windsurf |
Install method | instruction-only | instruction-only |
Install friction | ||
| Community | ||
Stars | 28.9K | 28.9K |
Repository: awesome-copilot
Author: github · Source status: Clear source
Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.
Score basis:Clear source · Low risk signals · Claude
Repository: awesome-copilot
Author: github · Source status: Clear source
Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.
Score basis:Clear source · Low risk signals · Claude
Repository: awesome-copilot
Author: github · Source status: Clear source
Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration
Score basis:Clear source · Low risk signals · Claude
Permission hints | local skill installation, workspace file updates | local skill installation, workspace file updates |
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60 |