rinbarpen/language-advisor
manifests/code-programming/skills/language-advisor/SKILL.md
Consults the language selection decision tree and specification sheets to recommend the optimal language for a given use case across Go, Rust, Python, TypeScript, and Java. Provides rationale, spec sheet reference, and agent+skill recommendations.
development
Updated May 28, 2026
$ install --global
skillsauthnpx skillsauth add rinbarpen/vibe-coding language-advisorInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: May 28, 2026, 5:39 AM340.8s1 file scanned
SKILL.md
- name:
- language-advisor
- description:
- Language selection for a project
- - pattern:
- choose (a|the) (programming )?language
Language Advisor
Selection Process
- Gather context: What type of application? Performance requirements? Team expertise? Deployment constraints?
- Run decision tree: Walk through
references/decision-trees/language-selection.md - Present recommendation: Language name + 2-3 sentence rationale
- Show spec sheet: Link to
references/language-specs/<lang>.md - Suggest agents+skills: Reviewer, patterns skill, build resolver
Quick Reference
| Context | Best Fit | Also Consider | |---------|----------|---------------| | Web frontend | TypeScript | — | | Backend API | Go | TypeScript, Python | | Full-stack | TypeScript + Go | TypeScript only, Python + React | | CLI tool | Go | Rust (perf-critical) | | Systems programming | Rust | — | | ML/AI service | Python | Rust (via burn/candle for inference) | | Enterprise microservice | Go or Java | — | | Rapid prototype | Python or TypeScript | — | | Event processing | Go | Rust (low-latency) | | Data pipeline | Python | Go (high throughput) |
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