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auto-gpt5-implementation.yml
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name: "Advanced Code Analysis Action"
# OPTIONAL TOKENS:
# - COPILOT_TOKEN: Enables Copilot CLI-based LLM review steps (if present)
# - SEMGREP_APP_TOKEN: Enables Semgrep findings upload to Semgrep App (if present)
on:
push:
branches:
- main
- master
pull_request:
types: [opened, synchronize, reopened]
workflow_dispatch:
permissions:
contents: write
pull-requests: write
issues: write
jobs:
advanced-code-analysis:
runs-on: [self-hosted, linux, x64, big]
strategy:
fail-fast: false
matrix:
language: [ 'javascript', 'python' ]
steps:
- name: Checkout code
uses: actions/checkout@main
- name: Setup Node.js
uses: actions/setup-node@main
with:
node-version: '20'
continue-on-error: true
- name: Setup Python
uses: actions/setup-python@main
with:
python-version: '3.11'
continue-on-error: true
- name: Prepare Repository Analysis
id: prepare-analysis
run: |
echo "## Advanced Code Analysis" > /tmp/gpt5-analysis.md
echo "" >> /tmp/gpt5-analysis.md
echo "### Repository Statistics:" >> /tmp/gpt5-analysis.md
# Count different file types
python_files=$(find . -name "*.py" ! -path "*/.venv/*" ! -path "*/node_modules/*" | wc -l)
js_files=$(find . -name "*.js" ! -path "*/node_modules/*" ! -path "*/dist/*" | wc -l)
ts_files=$(find . -name "*.ts" ! -path "*/node_modules/*" ! -path "*/dist/*" | wc -l)
go_files=$(find . -name "*.go" ! -path "*/vendor/*" | wc -l)
java_files=$(find . -name "*.java" ! -path "*/target/*" | wc -l)
echo "- Python files: $python_files" >> /tmp/gpt5-analysis.md
echo "- JavaScript files: $js_files" >> /tmp/gpt5-analysis.md
echo "- TypeScript files: $ts_files" >> /tmp/gpt5-analysis.md
echo "- Go files: $go_files" >> /tmp/gpt5-analysis.md
echo "- Java files: $java_files" >> /tmp/gpt5-analysis.md
echo "" >> /tmp/gpt5-analysis.md
cat /tmp/gpt5-analysis.md
continue-on-error: true
- name: Initialize CodeQL
uses: github/codeql-action/init@v3
with:
languages: ${{ matrix.language }}
continue-on-error: true
- name: Autobuild
uses: github/codeql-action/autobuild@v3
continue-on-error: true
- name: Copilot LLM Code Review (optional)
if: ${{ secrets.COPILOT_TOKEN != '' }}
uses: austenstone/copilot-cli-action@v2
with:
copilot-token: ${{ secrets.COPILOT_TOKEN }}
prompt: |
Perform a comprehensive code analysis of this repository:
1. Code quality and architecture
2. Security risks and unsafe patterns
3. Performance bottlenecks and optimizations
4. Best practices and error handling
5. Documentation and maintainability
Provide actionable recommendations with file names and line numbers where applicable.
continue-on-error: true
- name: Copilot LLM Test Coverage Review (optional)
if: ${{ secrets.COPILOT_TOKEN != '' }}
uses: austenstone/copilot-cli-action@v2
with:
copilot-token: ${{ secrets.COPILOT_TOKEN }}
prompt: |
Analyze the repository's testing strategy:
1. Identify critical paths without tests
2. Suggest missing unit/integration/E2E cases
3. Recommend improvements to existing tests
Focus on business logic and risk areas.
continue-on-error: true
- name: Advanced Code Analysis with CodeQL
uses: github/codeql-action/analyze@v3
with:
category: "/language:${{matrix.language}}"
continue-on-error: true
- name: Security Analysis with Semgrep
uses: semgrep/semgrep-action@v1
with:
config: >-
p/security-audit
p/secrets
p/owasp-top-ten
env:
SEMGREP_APP_TOKEN: ${{ secrets.SEMGREP_APP_TOKEN }}
continue-on-error: true
- name: Code Quality Analysis
run: |
echo "## Advanced Code Analysis Results" >> /tmp/gpt5-analysis.md
echo "" >> /tmp/gpt5-analysis.md
# Code Quality & Architecture Analysis
echo "### 1. Code Quality & Architecture" >> /tmp/gpt5-analysis.md
echo "" >> /tmp/gpt5-analysis.md
# Find large files that might need refactoring
echo "#### Large Files (>500 lines):" >> /tmp/gpt5-analysis.md
find . -name "*.py" -o -name "*.js" -o -name "*.ts" -o -name "*.java" -o -name "*.go" | \
xargs wc -l | sort -nr | head -10 | while read lines file; do
if [ "$lines" -gt 500 ] && [ "$file" != "total" ]; then
echo "- $file: $lines lines (consider refactoring)" >> /tmp/gpt5-analysis.md
fi
done
# Check for TODO/FIXME comments
echo "" >> /tmp/gpt5-analysis.md
echo "#### Technical Debt Indicators:" >> /tmp/gpt5-analysis.md
todo_count=$(grep -r "TODO\|FIXME\|HACK\|XXX" . --include="*.py" --include="*.js" --include="*.ts" --include="*.java" --include="*.go" 2>/dev/null | wc -l || echo "0")
echo "- TODO/FIXME/HACK comments found: $todo_count" >> /tmp/gpt5-analysis.md
# Security Analysis
echo "" >> /tmp/gpt5-analysis.md
echo "### 2. Security Analysis" >> /tmp/gpt5-analysis.md
echo "" >> /tmp/gpt5-analysis.md
# Check for potential security issues
echo "#### Potential Security Concerns:" >> /tmp/gpt5-analysis.md
# Check for hardcoded secrets patterns
secret_patterns=$(grep -r "password\|secret\|key\|token" . --include="*.py" --include="*.js" --include="*.ts" --include="*.java" --include="*.go" 2>/dev/null | grep -v ".git" | wc -l || echo "0")
echo "- Files with potential secret references: $secret_patterns" >> /tmp/gpt5-analysis.md
# Check for SQL injection patterns
sql_patterns=$(grep -r "SELECT\|INSERT\|UPDATE\|DELETE" . --include="*.py" --include="*.js" --include="*.ts" --include="*.java" --include="*.go" 2>/dev/null | wc -l || echo "0")
echo "- Files with SQL statements (review for injection risks): $sql_patterns" >> /tmp/gpt5-analysis.md
# Performance Analysis
echo "" >> /tmp/gpt5-analysis.md
echo "### 3. Performance Optimization" >> /tmp/gpt5-analysis.md
echo "" >> /tmp/gpt5-analysis.md
# Check for nested loops
nested_loops=$(grep -r "for.*for\|while.*while" . --include="*.py" --include="*.js" --include="*.ts" --include="*.java" --include="*.go" 2>/dev/null | wc -l || echo "0")
echo "- Potential nested loop patterns: $nested_loops" >> /tmp/gpt5-analysis.md
# Check for large data structures
echo "- Large files that may impact performance listed above" >> /tmp/gpt5-analysis.md
# Best Practices
echo "" >> /tmp/gpt5-analysis.md
echo "### 4. Best Practices" >> /tmp/gpt5-analysis.md
echo "" >> /tmp/gpt5-analysis.md
# Check for error handling
try_catch=$(grep -r "try\|catch\|except\|finally" . --include="*.py" --include="*.js" --include="*.ts" --include="*.java" --include="*.go" 2>/dev/null | wc -l || echo "0")
echo "- Error handling blocks found: $try_catch" >> /tmp/gpt5-analysis.md
# Documentation Analysis
echo "" >> /tmp/gpt5-analysis.md
echo "### 5. Documentation & Maintainability" >> /tmp/gpt5-analysis.md
echo "" >> /tmp/gpt5-analysis.md
# Check for documentation files
docs=$(find . -name "README*" -o -name "*.md" -o -name "docs" -type f 2>/dev/null | wc -l || echo "0")
echo "- Documentation files found: $docs" >> /tmp/gpt5-analysis.md
# Check for comments in code
comments=$(grep -r "#\|//\|/\*" . --include="*.py" --include="*.js" --include="*.ts" --include="*.java" --include="*.go" 2>/dev/null | wc -l || echo "0")
echo "- Code comment lines: $comments" >> /tmp/gpt5-analysis.md
echo "" >> /tmp/gpt5-analysis.md
cat /tmp/gpt5-analysis.md
continue-on-error: true
- name: Test Coverage Analysis
run: |
echo "" >> /tmp/gpt5-analysis.md
echo "### 6. Test Coverage Analysis" >> /tmp/gpt5-analysis.md
echo "" >> /tmp/gpt5-analysis.md
# Find test files
test_files=$(find . -name "*test*" -o -name "*spec*" | grep -E "\.(py|js|ts|java|go)$" | wc -l || echo "0")
echo "- Test files found: $test_files" >> /tmp/gpt5-analysis.md
# Find source files without corresponding tests
echo "#### Files that may need test coverage:" >> /tmp/gpt5-analysis.md
# Python files
find . -name "*.py" ! -path "*/test*" ! -name "*test*" | head -10 | while read file; do
basename_file=$(basename "$file" .py)
test_exists=$(find . -name "*test*${basename_file}*" -o -name "*${basename_file}*test*" | head -1)
if [ -z "$test_exists" ]; then
echo "- $file (no corresponding test file found)" >> /tmp/gpt5-analysis.md
fi
done
# JavaScript/TypeScript files
find . -name "*.js" -o -name "*.ts" | grep -v test | grep -v spec | head -5 | while read file; do
basename_file=$(basename "$file" | sed 's/\.[^.]*$//')
test_exists=$(find . -name "*test*${basename_file}*" -o -name "*${basename_file}*test*" -o -name "*spec*${basename_file}*" | head -1)
if [ -z "$test_exists" ]; then
echo "- $file (no corresponding test file found)" >> /tmp/gpt5-analysis.md
fi
done
echo "" >> /tmp/gpt5-analysis.md
echo "#### Recommended test scenarios:" >> /tmp/gpt5-analysis.md
echo "- Unit tests for core business logic" >> /tmp/gpt5-analysis.md
echo "- Integration tests for API endpoints" >> /tmp/gpt5-analysis.md
echo "- Edge case testing for error conditions" >> /tmp/gpt5-analysis.md
echo "- Performance tests for critical paths" >> /tmp/gpt5-analysis.md
echo "- Security tests for authentication/authorization" >> /tmp/gpt5-analysis.md
cat /tmp/gpt5-analysis.md
continue-on-error: true
- name: Create Advanced Code Analysis Report
uses: actions/github-script@main
with:
github-token: ${{ secrets.GITHUB_TOKEN }}
script: |
const fs = require('fs');
const analysis = fs.readFileSync('/tmp/gpt5-analysis.md', 'utf8');
const date = new Date().toISOString().split('T')[0];
const title = `Advanced Code Analysis Report - ${date}`;
const body = `# Advanced Code Analysis Report
${analysis}
## Analysis Overview
This report was generated using **advanced code analysis tools** including CodeQL, Semgrep, and custom analysis scripts, which provide:
### Analysis Capabilities Used
1. **Deep Code Understanding**
- Static analysis of code structure and patterns
- Multi-language proficiency (Python, JavaScript, TypeScript, Java, Go)
- Context-aware recommendations
2. **Comprehensive Security Analysis**
- Vulnerability detection with industry-standard tools
- Security best practices validation using OWASP guidelines
- Secret detection and SQL injection pattern analysis
3. **Performance Optimization**
- Algorithm efficiency analysis
- Resource usage optimization recommendations
- Scalability insights based on code patterns
4. **Architecture Review**
- Code organization and structure analysis
- Technical debt identification
- Maintainability assessments
5. **Test Strategy Enhancement**
- Coverage gap identification
- Test case recommendations
- Quality assurance improvements
## Analysis Tools Used
The following tools were used in this analysis:
- **CodeQL**: GitHub's semantic code analysis engine
- **Semgrep**: Static analysis for security vulnerabilities
- **Custom Scripts**: Repository statistics and pattern analysis
- **File Analysis**: Structure, size, and complexity metrics
- **Test Coverage**: Test file identification and gap analysis
## Action Items
Based on the analysis above, review the specific recommendations and:
- [ ] Address high-priority security findings from Semgrep
- [ ] Implement suggested performance optimizations
- [ ] Refactor large files identified for maintainability
- [ ] Add missing test coverage for identified files
- [ ] Resolve TODO/FIXME comments and technical debt
- [ ] Review and apply best practice improvements
---
*This report was automatically generated using advanced code analysis tools.*
For more information about code analysis best practices, see [GitHub Code Scanning](https://docs.github.com/en/code-security/code-scanning).
`;
// Only create issue if in PR or on main branch
if (context.eventName === 'pull_request' || context.ref === 'refs/heads/main' || context.ref === 'refs/heads/master') {
// Check for existing issues
const issues = await github.rest.issues.listForRepo({
owner: context.repo.owner,
repo: context.repo.repo,
state: 'open',
labels: ['gpt5', 'automated'],
per_page: 10
});
const recentIssue = issues.data.find(issue => {
const createdAt = new Date(issue.created_at);
const daysSinceCreation = (Date.now() - createdAt) / (1000 * 60 * 60 * 24);
return daysSinceCreation < 7;
});
if (recentIssue) {
console.log(`Recent code analysis issue found: #${recentIssue.number}, updating`);
await github.rest.issues.createComment({
owner: context.repo.owner,
repo: context.repo.repo,
issue_number: recentIssue.number,
body: `## Updated Code Analysis (${date})\n\n${analysis}\n\n---\n\n*Analysis performed using advanced code analysis tools.*`
});
} else {
await github.rest.issues.create({
owner: context.repo.owner,
repo: context.repo.repo,
title: title,
body: body,
labels: ['code-analysis', 'automated', 'security', 'performance']
});
}
}
continue-on-error: true