emasoft/amia-multilanguage-pr-review
skills/amia-multilanguage-pr-review/SKILL.md
Use when reviewing PRs in multilanguage repositories. Routes reviews to appropriate language checkers. Trigger with /review-multilang [PR_NUMBER]. Loaded by ai-maestro-integrator-agent-main-agent.
testing
Updated Apr 4, 2026
$ install --global
skillsauthnpx skillsauth add emasoft/ai-maestro-integrator-agent amia-multilanguage-pr-reviewInstall 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: Apr 4, 2026, 6:27 PM6.1s43 files scanned
SKILL.md
- name:
- amia-multilanguage-pr-review
- description:
- Use when reviewing PRs in multilanguage repositories. Routes reviews to appropriate language checkers. Trigger with /review-multilang [PR_NUMBER]. Loaded by ai-maestro-integrator-agent-main-agent.
- license:
- Apache-2.0
- compatibility:
- Requires AI Maestro installed.
- author:
- Emasoft
- version:
- 1.0.0
- category:
- code-review
- complexity:
- advanced
- requires_tools:
- gh, git
- supported_languages:
- python, javascript, typescript, rust, go, bash, shell
- agent:
- code-reviewer
- context:
- fork
- user-invocable:
- false
Multilanguage PR Review Skill
Overview
Reviews polyglot PRs by detecting languages, routing to language-specific patterns, and checking cross-language interfaces.
Prerequisites
- GitHub CLI (
gh) authenticated - Python 3.8+ and language-specific linters (ruff, ESLint, clippy, etc.)
- Git for local diff analysis
Instructions
- Run
amia_detect_pr_languages.pyto identify affected languages - Read corresponding review patterns and run
amia_get_language_linters.py - Execute linters against changed files
- Check cross-language interfaces (API contracts, FFI, shared config)
- Write review summary with per-language findings and cross-language impact
Checklist
Copy this checklist and track your progress:
- [ ] Detect languages using amia_detect_pr_languages.py
- [ ] Read review patterns and run linters per language
- [ ] Check cross-language interface changes
- [ ] Verify platform-specific code has guards and tests
- [ ] Ensure CI covers all affected languages
- [ ] Verify docs updated if public APIs changed
Output
| Output Type | Format | Description | |-------------|--------|-------------| | Language Detection | JSON | Detected languages with file counts and lines changed | | Linter Recommendations | JSON | Linters, install commands, run commands per language | | Review Summary | Markdown | Findings by language with cross-language analysis | | Linter Results | Text/JSON | Aggregated linter output |
Output discipline: All scripts support
--output-file <path>.
Error Handling
Script failures return non-zero exit codes. Check stderr for details. See the detailed guide in Resources.
Examples
Example 1: Detect and Lint a Multilanguage PR
# Detect languages
python scripts/amia_detect_pr_languages.py --repo myorg/myrepo --pr 456
# Get linters
python scripts/amia_get_language_linters.py --languages python,typescript
# Run linters
ruff check src/python/
eslint src/typescript/
Resources
Full reference: detailed-guide:
- Challenges of Multilanguage Repositories
- When to Use This Skill
- Decision Tree: PR Review Approach
- Included Scripts
- amia_detect_pr_languages.py
- amia_get_language_linters.py
- Workflow Example
- Cross-Language API Review
- Common Pitfalls
- Error Handling
- Problem: Language detection returns unexpected results
- Problem: Linter fails to run
- Problem: Too many linting errors
- Problem: Cross-platform test failures
- Language-Specific Quick References
- Python Reviews
- JavaScript/TypeScript Reviews
- Rust Reviews
- Go Reviews
- Shell Script Reviews
- Cross-Platform Testing
- Full Reference Document Index
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