diff --git a/submissions/dbasunag/opendatahub-tests/2026-02-18T19-35-35-assessment.json b/submissions/dbasunag/opendatahub-tests/2026-02-18T19-35-35-assessment.json deleted file mode 100644 index 0e73802d..00000000 --- a/submissions/dbasunag/opendatahub-tests/2026-02-18T19-35-35-assessment.json +++ /dev/null @@ -1,926 +0,0 @@ -{ - "schema_version": "1.0.0", - "metadata": { - "agentready_version": "2.28.0", - "research_version": "1.0.1", - "assessment_timestamp": "2026-02-18T14:34:27.847040", - "assessment_timestamp_human": "February 18, 2026 at 2:34 PM", - "executed_by": "dbasunag@dbasunag-mac", - "command": "/Users/dbasunag/.local/bin/agentready assess . --exclude architecture_decisions --exclude openapi_specs --exclude test_coverage", - "working_directory": "/Users/dbasunag/repos/opendatahub-tests" - }, - "repository": { - "path": "/Users/dbasunag/repos/opendatahub-tests", - "name": "opendatahub-tests", - "url": "git@github.com:dbasunag/opendatahub-tests.git", - "branch": "main", - "commit_hash": "bab5b5e6d4111a4dcc1f8532b4fcc4908edca4f8", - "languages": { - "YAML": 18, - "Python": 374, - "JSON": 242, - "Markdown": 11 - }, - "total_files": 663, - "total_lines": 109166 - }, - "timestamp": "2026-02-18T14:34:27.847040", - "overall_score": 69.9, - "certification_level": "Silver", - "attributes_assessed": 21, - "attributes_skipped": 1, - "attributes_total": 22, - "findings": [ - { - "attribute": { - "id": "claude_md_file", - "name": "CLAUDE.md Configuration Files", - "category": "Context Window Optimization", - "tier": 1, - "description": "Project-specific configuration for Claude Code", - "criteria": "CLAUDE.md file exists in repository root", - "default_weight": 0.1 - }, - "status": "pass", - "score": 90.0, - "measured_value": "AGENTS.md present", - "threshold": "CLAUDE.md or AGENTS.md", - "evidence": [ - "CLAUDE.md not found", - "AGENTS.md found with 3613 bytes (alternative)", - "Consider adding CLAUDE.md as symlink or @ reference for broader tool support" - ], - "remediation": null, - "error_message": null - }, - { - "attribute": { - "id": "readme_structure", - "name": "README Structure", - "category": "Documentation Standards", - "tier": 1, - "description": "Well-structured README with key sections", - "criteria": "README.md with installation, usage, and development sections", - "default_weight": 0.1 - }, - "status": "fail", - "score": 66.66666666666666, - "measured_value": "2/3 sections", - "threshold": "3/3 sections", - "evidence": [ - "Found 2/3 essential sections", - "Installation: \u2713", - "Usage: \u2717", - "Development: \u2713" - ], - "remediation": { - "summary": "Create or enhance README.md with essential sections", - "steps": [ - "Add project overview and description", - "Include installation/setup instructions", - "Document basic usage with examples", - "Add development/contributing guidelines", - "Include build and test commands" - ], - "tools": [], - "commands": [], - "examples": [ - "# Project Name\n\n## Overview\nWhat this project does and why it exists.\n\n## Installation\n```bash\npip install -e .\n```\n\n## Usage\n```bash\nmyproject --help\n```\n\n## Development\n```bash\n# Run tests\npytest\n\n# Format code\nblack .\n```\n" - ], - "citations": [ - { - "source": "GitHub", - "title": "About READMEs", - "url": "https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-readmes", - "relevance": "Best practices for README structure" - } - ] - }, - "error_message": null - }, - { - "attribute": { - "id": "type_annotations", - "name": "Type Annotations", - "category": "Code Quality", - "tier": 1, - "description": "Type hints in function signatures", - "criteria": ">80% of functions have type annotations", - "default_weight": 0.1 - }, - "status": "pass", - "score": 100.0, - "measured_value": "85.6%", - "threshold": "\u226580%", - "evidence": [ - "Typed functions: 1331/1555", - "Coverage: 85.6%" - ], - "remediation": null, - "error_message": null - }, - { - "attribute": { - "id": "standard_layout", - "name": "Standard Project Layouts", - "category": "Repository Structure", - "tier": 1, - "description": "Follows standard project structure for language", - "criteria": "Standard directories (src/, tests/, docs/) present", - "default_weight": 0.1 - }, - "status": "fail", - "score": 50.0, - "measured_value": "1/2 directories", - "threshold": "2/2 directories", - "evidence": [ - "Found 1/2 standard directories", - "src/: \u2717", - "tests/: \u2713" - ], - "remediation": { - "summary": "Organize code into standard directories (src/, tests/, docs/)", - "steps": [ - "Create src/ directory for source code", - "Create tests/ directory for test files", - "Create docs/ directory for documentation", - "Move source code into src/", - "Move tests into tests/" - ], - "tools": [], - "commands": [ - "mkdir -p src tests docs", - "# Move source files to src/", - "# Move test files to tests/" - ], - "examples": [], - "citations": [ - { - "source": "Python Packaging Authority", - "title": "Python Project Structure", - "url": "https://packaging.python.org/en/latest/tutorials/packaging-projects/", - "relevance": "Standard Python project layout" - } - ] - }, - "error_message": null - }, - { - "attribute": { - "id": "lock_files", - "name": "Dependency Pinning for Reproducibility", - "category": "Dependency Management", - "tier": 1, - "description": "Dependencies pinned to exact versions in lock files", - "criteria": "Lock file with pinned versions, updated within 6 months", - "default_weight": 0.1 - }, - "status": "pass", - "score": 100.0, - "measured_value": "uv.lock", - "threshold": "lock file with pinned versions, < 6 months old", - "evidence": [ - "Found lock file(s): uv.lock" - ], - "remediation": null, - "error_message": null - }, - { - "attribute": { - "id": "dependency_security", - "name": "Dependency Security & Vulnerability Scanning", - "category": "Security", - "tier": 1, - "description": "Security scanning tools configured for dependencies and code", - "criteria": "Dependabot, CodeQL, or SAST tools configured; secret detection enabled", - "default_weight": 0.04 - }, - "status": "fail", - "score": 20, - "measured_value": "Security tools configured: detect-secrets, gitleaks", - "threshold": "\u226560 points (Dependabot + SAST or multiple scanners)", - "evidence": [ - "\u2713 Secret detection configured (detect-secrets, gitleaks)" - ], - "remediation": { - "summary": "Configure security scanning for dependencies and code", - "steps": [ - "Enable Dependabot in GitHub repository settings", - "Add .github/dependabot.yml configuration file", - "Set up CodeQL scanning for SAST", - "Add secret detection to pre-commit hooks", - "Configure language-specific security scanners" - ], - "tools": [ - "Dependabot", - "CodeQL", - "detect-secrets", - "Bandit", - "Semgrep" - ], - "commands": [ - "gh repo edit --enable-security", - "pip install pre-commit detect-secrets", - "pre-commit install" - ], - "examples": [ - "# .github/dependabot.yml\nversion: 2\nupdates:\n - package-ecosystem: pip\n directory: /\n schedule:\n interval: weekly", - "# .pre-commit-config.yaml\nrepos:\n - repo: https://github.com/Yelp/detect-secrets\n rev: v1.4.0\n hooks:\n - id: detect-secrets" - ], - "citations": [ - { - "source": "OWASP", - "title": "OWASP Top 10", - "url": "https://owasp.org/www-project-top-ten/", - "relevance": "Industry-standard list of critical web application security risks" - }, - { - "source": "GitHub", - "title": "Security Best Practices", - "url": "https://docs.github.com/en/code-security", - "relevance": "Official GitHub security features and best practices documentation" - } - ] - }, - "error_message": null - }, - { - "attribute": { - "id": "precommit_hooks", - "name": "Pre-commit Hooks & CI/CD Linting", - "category": "Testing & CI/CD", - "tier": 2, - "description": "Pre-commit hooks configured for linting and formatting", - "criteria": ".pre-commit-config.yaml exists", - "default_weight": 0.03 - }, - "status": "pass", - "score": 100.0, - "measured_value": "configured", - "threshold": "configured", - "evidence": [ - ".pre-commit-config.yaml found" - ], - "remediation": null, - "error_message": null - }, - { - "attribute": { - "id": "conventional_commits", - "name": "Conventional Commit Messages", - "category": "Git & Version Control", - "tier": 2, - "description": "Follows conventional commit format", - "criteria": "\u226580% of recent commits follow convention", - "default_weight": 0.03 - }, - "status": "fail", - "score": 0.0, - "measured_value": "not configured", - "threshold": "configured", - "evidence": [ - "No commitlint or husky configuration" - ], - "remediation": { - "summary": "Configure conventional commits with commitlint", - "steps": [ - "Install commitlint", - "Configure husky for commit-msg hook" - ], - "tools": [ - "commitlint", - "husky" - ], - "commands": [ - "npm install --save-dev @commitlint/cli @commitlint/config-conventional husky" - ], - "examples": [], - "citations": [] - }, - "error_message": null - }, - { - "attribute": { - "id": "gitignore_completeness", - "name": ".gitignore Completeness", - "category": "Git & Version Control", - "tier": 2, - "description": "Comprehensive .gitignore file with language-specific patterns", - "criteria": ".gitignore exists and includes language-specific patterns from GitHub templates", - "default_weight": 0.03 - }, - "status": "pass", - "score": 83.33333333333334, - "measured_value": "10/12 patterns", - "threshold": "\u226570% of language-specific patterns", - "evidence": [ - ".gitignore found (3304 bytes)", - "Pattern coverage: 10/12 (83%)", - "Missing 2 recommended patterns" - ], - "remediation": null, - "error_message": null - }, - { - "attribute": { - "id": "one_command_setup", - "name": "One-Command Build/Setup", - "category": "Build & Development", - "tier": 2, - "description": "Single command to set up development environment from fresh clone", - "criteria": "Single command (make setup, npm install, etc.) documented prominently", - "default_weight": 0.03 - }, - "status": "fail", - "score": 60, - "measured_value": "multi-step setup", - "threshold": "single command", - "evidence": [ - "No clear setup command found in README", - "Setup automation found: Makefile, pyproject.toml", - "Setup instructions in prominent location" - ], - "remediation": { - "summary": "Create single-command setup for development environment", - "steps": [ - "Choose setup automation tool (Makefile, setup script, or package manager)", - "Create setup command that handles all dependencies", - "Document setup command prominently in README (Quick Start section)", - "Ensure setup is idempotent (safe to run multiple times)", - "Test setup on fresh clone to verify it works" - ], - "tools": [ - "make", - "npm", - "pip", - "poetry" - ], - "commands": [ - "# Example Makefile", - "cat > Makefile << 'EOF'", - ".PHONY: setup", - "setup:", - "\tpython -m venv venv", - "\t. venv/bin/activate && pip install -r requirements.txt", - "\tpre-commit install", - "\tcp .env.example .env", - "\t@echo 'Setup complete! Run make test to verify.'", - "EOF" - ], - "examples": [ - "# Quick Start section in README\n\n## Quick Start\n\n```bash\nmake setup # One command to set up development environment\nmake test # Run tests to verify setup\n```\n" - ], - "citations": [ - { - "source": "freeCodeCamp", - "title": "Using make for project automation", - "url": "https://www.freecodecamp.org/news/want-to-know-the-easiest-way-to-save-time-use-make/", - "relevance": "Guide to using Makefiles for one-command setup" - } - ] - }, - "error_message": null - }, - { - "attribute": { - "id": "file_size_limits", - "name": "File Size Limits", - "category": "Context Window Optimization", - "tier": 2, - "description": "Files are reasonably sized for AI context windows", - "criteria": "<5% of files >500 lines, no files >1000 lines", - "default_weight": 0.03 - }, - "status": "fail", - "score": 64.6524064171123, - "measured_value": "2 huge, 20 large out of 374", - "threshold": "<5% files >500 lines, 0 files >1000 lines", - "evidence": [ - "Found 2 files >1000 lines (0.5% of 374 files)", - "Largest: tests/model_registry/utils.py (1046 lines)" - ], - "remediation": { - "summary": "Refactor large files into smaller, focused modules", - "steps": [ - "Identify files >1000 lines", - "Split into logical submodules", - "Extract classes/functions into separate files", - "Maintain single responsibility principle" - ], - "tools": [ - "refactoring tools", - "linters" - ], - "commands": [], - "examples": [ - "# Split large file:\n# models.py (1500 lines) \u2192 models/user.py, models/product.py, models/order.py" - ], - "citations": [] - }, - "error_message": null - }, - { - "attribute": { - "id": "separation_of_concerns", - "name": "Separation of Concerns", - "category": "Code Organization", - "tier": 2, - "description": "Code organized with single responsibility per module", - "criteria": "Feature-based organization, cohesive modules, low coupling", - "default_weight": 0.03 - }, - "status": "fail", - "score": 65.19287833827893, - "measured_value": "organization:100, cohesion:84, naming:0", - "threshold": "\u226575 overall", - "evidence": [ - "Good directory organization (feature-based or flat)", - "File cohesion: 486/3033 files >500 lines", - "Anti-pattern files found: utils.py, utils.py, utils.py" - ], - "remediation": { - "summary": "Refactor code to improve separation of concerns", - "steps": [ - "Avoid layer-based directories (models/, views/, controllers/)", - "Organize by feature/domain instead (auth/, users/, billing/)", - "Break large files (>500 lines) into focused modules", - "Eliminate catch-all modules (utils.py, helpers.py)", - "Each module should have single, well-defined responsibility", - "Group related functions/classes by domain, not technical layer" - ], - "tools": [], - "commands": [], - "examples": [ - "# Good: Feature-based organization\nproject/\n\u251c\u2500\u2500 auth/\n\u2502 \u251c\u2500\u2500 login.py\n\u2502 \u251c\u2500\u2500 signup.py\n\u2502 \u2514\u2500\u2500 tokens.py\n\u251c\u2500\u2500 users/\n\u2502 \u251c\u2500\u2500 profile.py\n\u2502 \u2514\u2500\u2500 preferences.py\n\u2514\u2500\u2500 billing/\n \u251c\u2500\u2500 invoices.py\n \u2514\u2500\u2500 payments.py\n\n# Bad: Layer-based organization\nproject/\n\u251c\u2500\u2500 models/\n\u2502 \u251c\u2500\u2500 user.py\n\u2502 \u251c\u2500\u2500 invoice.py\n\u251c\u2500\u2500 views/\n\u2502 \u251c\u2500\u2500 user_view.py\n\u2502 \u251c\u2500\u2500 invoice_view.py\n\u2514\u2500\u2500 controllers/\n \u251c\u2500\u2500 user_controller.py\n \u251c\u2500\u2500 invoice_controller.py\n" - ], - "citations": [ - { - "source": "Martin Fowler", - "title": "PresentationDomainDataLayering", - "url": "https://martinfowler.com/bliki/PresentationDomainDataLayering.html", - "relevance": "Explains layering vs feature organization" - }, - { - "source": "Uncle Bob Martin", - "title": "The Single Responsibility Principle", - "url": "https://blog.cleancoder.com/uncle-bob/2014/05/08/SingleReponsibilityPrinciple.html", - "relevance": "Core SRP principle for module design" - } - ] - }, - "error_message": null - }, - { - "attribute": { - "id": "concise_documentation", - "name": "Concise Documentation", - "category": "Documentation", - "tier": 2, - "description": "Documentation maximizes information density while minimizing token consumption", - "criteria": "README <500 lines with clear structure, bullet points over prose", - "default_weight": 0.03 - }, - "status": "fail", - "score": 61.0, - "measured_value": "16 lines, 4 headings, 0 bullets", - "threshold": "<500 lines, structured format", - "evidence": [ - "README length: 16 lines (excellent)", - "Heading density: 25.0 per 100 lines (target: 3-5)", - "Only 0 bullet points (prefer bullets over prose)" - ], - "remediation": { - "summary": "Make documentation more concise and structured", - "steps": [ - "Break long README into multiple documents (docs/ directory)", - "Add clear Markdown headings (##, ###) for structure", - "Convert prose paragraphs to bullet points where possible", - "Add table of contents for documents >100 lines", - "Use code blocks instead of describing commands in prose", - "Move detailed content to wiki or docs/, keep README focused" - ], - "tools": [], - "commands": [ - "# Check README length", - "wc -l README.md", - "", - "# Count headings", - "grep -c '^#' README.md" - ], - "examples": [ - "# Good: Concise with structure\n\n## Quick Start\n```bash\npip install -e .\nagentready assess .\n```\n\n## Features\n- Fast repository scanning\n- HTML and Markdown reports\n- 25 agent-ready attributes\n\n## Documentation\nSee [docs/](docs/) for detailed guides.\n", - "# Bad: Verbose prose\n\nThis project is a tool that helps you assess your repository\nagainst best practices for AI-assisted development. It works by\nscanning your codebase and checking for various attributes that\nmake repositories more effective when working with AI coding\nassistants like Claude Code...\n\n[Many more paragraphs of prose...]\n" - ], - "citations": [ - { - "source": "ArXiv", - "title": "LongCodeBench: Evaluating Coding LLMs at 1M Context Windows", - "url": "https://arxiv.org/abs/2501.00343", - "relevance": "Research showing performance degradation with long contexts" - }, - { - "source": "Markdown Guide", - "title": "Basic Syntax", - "url": "https://www.markdownguide.org/basic-syntax/", - "relevance": "Best practices for Markdown formatting" - } - ] - }, - "error_message": null - }, - { - "attribute": { - "id": "inline_documentation", - "name": "Inline Documentation", - "category": "Documentation", - "tier": 2, - "description": "Function, class, and module-level documentation using language-specific conventions", - "criteria": "\u226580% of public functions/classes have docstrings", - "default_weight": 0.03 - }, - "status": "fail", - "score": 58.52668213457076, - "measured_value": "46.8%", - "threshold": "\u226580%", - "evidence": [ - "Documented items: 1009/2155", - "Coverage: 46.8%", - "Many public functions/classes lack docstrings" - ], - "remediation": { - "summary": "Add docstrings to public functions and classes", - "steps": [ - "Identify functions/classes without docstrings", - "Add PEP 257 compliant docstrings for Python", - "Add JSDoc comments for JavaScript/TypeScript", - "Include: description, parameters, return values, exceptions", - "Add examples for complex functions", - "Run pydocstyle to validate docstring format" - ], - "tools": [ - "pydocstyle", - "jsdoc" - ], - "commands": [ - "# Install pydocstyle", - "pip install pydocstyle", - "", - "# Check docstring coverage", - "pydocstyle src/", - "", - "# Generate documentation", - "pip install sphinx", - "sphinx-apidoc -o docs/ src/" - ], - "examples": [ - "# Python - Good docstring\ndef calculate_discount(price: float, discount_percent: float) -> float:\n \"\"\"Calculate discounted price.\n\n Args:\n price: Original price in USD\n discount_percent: Discount percentage (0-100)\n\n Returns:\n Discounted price\n\n Raises:\n ValueError: If discount_percent not in 0-100 range\n\n Example:\n >>> calculate_discount(100.0, 20.0)\n 80.0\n \"\"\"\n if not 0 <= discount_percent <= 100:\n raise ValueError(\"Discount must be 0-100\")\n return price * (1 - discount_percent / 100)\n", - "// JavaScript - Good JSDoc\n/**\n * Calculate discounted price\n *\n * @param {number} price - Original price in USD\n * @param {number} discountPercent - Discount percentage (0-100)\n * @returns {number} Discounted price\n * @throws {Error} If discountPercent not in 0-100 range\n * @example\n * calculateDiscount(100.0, 20.0)\n * // Returns: 80.0\n */\nfunction calculateDiscount(price, discountPercent) {\n if (discountPercent < 0 || discountPercent > 100) {\n throw new Error(\"Discount must be 0-100\");\n }\n return price * (1 - discountPercent / 100);\n}\n" - ], - "citations": [ - { - "source": "Python.org", - "title": "PEP 257 - Docstring Conventions", - "url": "https://peps.python.org/pep-0257/", - "relevance": "Python docstring standards" - }, - { - "source": "TypeScript", - "title": "TSDoc Reference", - "url": "https://tsdoc.org/", - "relevance": "TypeScript documentation standard" - } - ] - }, - "error_message": null - }, - { - "attribute": { - "id": "cyclomatic_complexity", - "name": "Cyclomatic Complexity Thresholds", - "category": "Code Quality", - "tier": 3, - "description": "Cyclomatic complexity thresholds enforced", - "criteria": "Average complexity <10, no functions >15", - "default_weight": 0.03 - }, - "status": "pass", - "score": 100.0, - "measured_value": "2.8", - "threshold": "<10.0", - "evidence": [ - "Average cyclomatic complexity: 2.8" - ], - "remediation": null, - "error_message": null - }, - { - "attribute": { - "id": "issue_pr_templates", - "name": "Issue & Pull Request Templates", - "category": "Repository Structure", - "tier": 3, - "description": "Standardized templates for issues and PRs", - "criteria": "PR template and issue templates in .github/", - "default_weight": 0.015 - }, - "status": "fail", - "score": 0, - "measured_value": "PR:False, Issues:0", - "threshold": "PR template + \u22652 issue templates", - "evidence": [ - "No PR template found", - "No issue template directory found" - ], - "remediation": { - "summary": "Create GitHub issue and PR templates in .github/ directory", - "steps": [ - "Create .github/ directory if it doesn't exist", - "Add PULL_REQUEST_TEMPLATE.md for PRs", - "Create .github/ISSUE_TEMPLATE/ directory", - "Add bug_report.md for bug reports", - "Add feature_request.md for feature requests", - "Optionally add config.yml to configure template chooser" - ], - "tools": [ - "gh" - ], - "commands": [ - "# Create directories", - "mkdir -p .github/ISSUE_TEMPLATE", - "", - "# Create PR template", - "cat > .github/PULL_REQUEST_TEMPLATE.md << 'EOF'", - "## Summary", - "", - "", - "## Related Issues", - "Fixes #", - "", - "## Testing", - "- [ ] Tests added/updated", - "- [ ] All tests pass", - "", - "## Checklist", - "- [ ] Documentation updated", - "- [ ] CHANGELOG.md updated", - "EOF" - ], - "examples": [ - "# Bug Report Template (.github/ISSUE_TEMPLATE/bug_report.md)\n\n```markdown\n---\nname: Bug Report\nabout: Create a report to help us improve\ntitle: '[BUG] '\nlabels: bug\nassignees: ''\n---\n\n**Describe the bug**\nA clear description of what the bug is.\n\n**To Reproduce**\nSteps to reproduce:\n1. Go to '...'\n2. Click on '....'\n3. See error\n\n**Expected behavior**\nWhat you expected to happen.\n\n**Environment**\n- OS: [e.g. macOS 13.0]\n- Version: [e.g. 1.0.0]\n```\n" - ], - "citations": [ - { - "source": "GitHub Docs", - "title": "About issue and pull request templates", - "url": "https://docs.github.com/en/communities/using-templates-to-encourage-useful-issues-and-pull-requests/about-issue-and-pull-request-templates", - "relevance": "Official GitHub guide for templates" - } - ] - }, - "error_message": null - }, - { - "attribute": { - "id": "cicd_pipeline_visibility", - "name": "CI/CD Pipeline Visibility", - "category": "Testing & CI/CD", - "tier": 3, - "description": "Clear, well-documented CI/CD configuration files", - "criteria": "CI config with descriptive names, caching, parallelization", - "default_weight": 0.015 - }, - "status": "fail", - "score": 60, - "measured_value": "basic config", - "threshold": "CI with best practices", - "evidence": [ - "CI config found: .github/workflows/add-remove-labels.yml, .github/workflows/workflow-review.yml, .github/workflows/add-welcome-comment-set-assignee.yml, .github/workflows/labeler.yml, .github/workflows/build-push-container-on-merge.yml, .github/workflows/size-labeler.yml, .github/workflows/cherry-pick-comment.yml, .github/workflows/tox-tests.yml, .github/workflows/push-container-on-comment.yml, .github/workflows/verify_build_container.yml, .github/workflows/close-stale-issues.yml, .github/workflows/on-review-add-label.yml, .github/workflows/delete-image-tag.yml", - "Descriptive job/step names found", - "No caching detected", - "No parallelization detected" - ], - "remediation": { - "summary": "Add or improve CI/CD pipeline configuration", - "steps": [ - "Create CI config for your platform (GitHub Actions, GitLab CI, etc.)", - "Define jobs: lint, test, build", - "Use descriptive job and step names", - "Configure dependency caching", - "Enable parallel job execution", - "Upload artifacts: test results, coverage reports", - "Add status badge to README" - ], - "tools": [ - "github-actions", - "gitlab-ci", - "circleci" - ], - "commands": [ - "# Create GitHub Actions workflow", - "mkdir -p .github/workflows", - "touch .github/workflows/ci.yml", - "", - "# Validate workflow", - "gh workflow view ci.yml" - ], - "examples": [ - "# .github/workflows/ci.yml - Good example\n\nname: CI Pipeline\n\non:\n push:\n branches: [main]\n pull_request:\n branches: [main]\n\njobs:\n lint:\n name: Lint Code\n runs-on: ubuntu-latest\n steps:\n - uses: actions/checkout@v4\n\n - name: Set up Python\n uses: actions/setup-python@v5\n with:\n python-version: '3.11'\n cache: 'pip' # Caching\n\n - name: Install dependencies\n run: pip install -r requirements.txt\n\n - name: Run linters\n run: |\n black --check .\n isort --check .\n ruff check .\n\n test:\n name: Run Tests\n runs-on: ubuntu-latest\n steps:\n - uses: actions/checkout@v4\n\n - name: Set up Python\n uses: actions/setup-python@v5\n with:\n python-version: '3.11'\n cache: 'pip'\n\n - name: Install dependencies\n run: pip install -r requirements.txt\n\n - name: Run tests with coverage\n run: pytest --cov --cov-report=xml\n\n - name: Upload coverage reports\n uses: codecov/codecov-action@v3\n with:\n files: ./coverage.xml\n\n build:\n name: Build Package\n runs-on: ubuntu-latest\n needs: [lint, test] # Runs after lint/test pass\n steps:\n - uses: actions/checkout@v4\n\n - name: Build package\n run: python -m build\n\n - name: Upload build artifacts\n uses: actions/upload-artifact@v3\n with:\n name: dist\n path: dist/\n" - ], - "citations": [ - { - "source": "GitHub", - "title": "GitHub Actions Documentation", - "url": "https://docs.github.com/en/actions", - "relevance": "Official GitHub Actions guide" - }, - { - "source": "CircleCI", - "title": "CI/CD Best Practices", - "url": "https://circleci.com/blog/ci-cd-best-practices/", - "relevance": "Industry best practices for CI/CD" - } - ] - }, - "error_message": null - }, - { - "attribute": { - "id": "semantic_naming", - "name": "Semantic Naming", - "category": "Code Quality", - "tier": 3, - "description": "Systematic naming patterns following language conventions", - "criteria": "Language conventions followed, avoid generic names", - "default_weight": 0.015 - }, - "status": "pass", - "score": 100.0, - "measured_value": "functions:100%, classes:100%", - "threshold": "\u226575% compliance", - "evidence": [ - "Functions: 267/267 follow snake_case (100.0%)", - "Classes: 39/39 follow PascalCase (100.0%)", - "No generic names (temp, data, obj) detected" - ], - "remediation": null, - "error_message": null - }, - { - "attribute": { - "id": "structured_logging", - "name": "Structured Logging", - "category": "Code Quality", - "tier": 3, - "description": "Logging in structured format (JSON) with consistent fields", - "criteria": "Structured logging library configured (structlog, winston, zap)", - "default_weight": 0.015 - }, - "status": "fail", - "score": 0.0, - "measured_value": "not configured", - "threshold": "structured logging library", - "evidence": [ - "No structured logging library found", - "Checked files: pyproject.toml", - "Using built-in logging module (unstructured)" - ], - "remediation": { - "summary": "Add structured logging library for machine-parseable logs", - "steps": [ - "Choose structured logging library (structlog for Python, winston for Node.js)", - "Install library and configure JSON formatter", - "Add standard fields: timestamp, level, message, context", - "Include request context: request_id, user_id, session_id", - "Use consistent field naming (snake_case for Python)", - "Never log sensitive data (passwords, tokens, PII)", - "Configure different formats for dev (pretty) and prod (JSON)" - ], - "tools": [ - "structlog", - "winston", - "zap" - ], - "commands": [ - "# Install structlog", - "pip install structlog", - "", - "# Configure structlog", - "# See examples for configuration" - ], - "examples": [ - "# Python with structlog\nimport structlog\n\n# Configure structlog\nstructlog.configure(\n processors=[\n structlog.stdlib.add_log_level,\n structlog.processors.TimeStamper(fmt=\"iso\"),\n structlog.processors.JSONRenderer()\n ]\n)\n\nlogger = structlog.get_logger()\n\n# Good: Structured logging\nlogger.info(\n \"user_login\",\n user_id=\"123\",\n email=\"user@example.com\",\n ip_address=\"192.168.1.1\"\n)\n\n# Bad: Unstructured logging\nlogger.info(f\"User {user_id} logged in from {ip}\")\n" - ], - "citations": [ - { - "source": "structlog", - "title": "structlog Documentation", - "url": "https://www.structlog.org/en/stable/", - "relevance": "Python structured logging library" - } - ] - }, - "error_message": null - }, - { - "attribute": { - "id": "branch_protection", - "name": "Branch Protection Rules", - "category": "Git & Version Control", - "tier": 4, - "description": "Required status checks and review approvals before merging", - "criteria": "Branch protection enabled with status checks and required reviews", - "default_weight": 0.005 - }, - "status": "not_applicable", - "score": null, - "measured_value": null, - "threshold": null, - "evidence": [ - "Requires GitHub API integration for branch protection checks. Future implementation will verify: required status checks, required reviews, force push prevention, and branch update requirements." - ], - "remediation": null, - "error_message": null - }, - { - "attribute": { - "id": "code_smells", - "name": "Code Smell Elimination", - "category": "Code Quality", - "tier": 4, - "description": "Linter configuration for detecting code smells and anti-patterns", - "criteria": "Language-specific linters configured (pylint, ESLint, RuboCop, etc.)", - "default_weight": 0.01 - }, - "status": "pass", - "score": 66.66666666666666, - "measured_value": "pylint, ruff", - "threshold": "\u226560% of applicable linters configured", - "evidence": [ - "Linters configured: pylint, ruff", - "Coverage: 40/60 points (67%)" - ], - "remediation": null, - "error_message": null - }, - { - "attribute": { - "id": "container_setup", - "name": "Container/Virtualization Setup", - "category": "Build & Development", - "tier": 4, - "description": "Container configuration for consistent development environments", - "criteria": "Dockerfile/Containerfile, docker-compose.yml, .dockerignore, multi-stage builds", - "default_weight": 0.01 - }, - "status": "pass", - "score": 60, - "measured_value": "60 points", - "threshold": "\u226570 points (Dockerfile + compose + .dockerignore)", - "evidence": [ - "\u2713 Dockerfile present", - "\u2139\ufe0f Single-stage build (consider multi-stage for smaller images)", - "\u2713 .dockerignore present (excludes unnecessary files)" - ], - "remediation": { - "summary": "Improve container configuration", - "steps": [ - "Add docker-compose.yml for multi-service development", - "Create .dockerignore to exclude build artifacts and secrets", - "Consider multi-stage builds to reduce image size" - ], - "tools": [ - "docker", - "podman", - "docker-compose" - ], - "commands": [ - "docker build -t myapp .", - "docker-compose up -d" - ], - "examples": [ - "# .dockerignore example\n.git\n.venv\n__pycache__\n*.pyc\n.env\nnode_modules", - "# Multi-stage Dockerfile example\nFROM node:18 AS builder\nWORKDIR /app\nCOPY . .\nRUN npm ci && npm run build\n\nFROM node:18-alpine\nWORKDIR /app\nCOPY --from=builder /app/dist ./dist\nCMD [\"node\", \"dist/index.js\"]" - ], - "citations": [ - { - "source": "Docker", - "title": "Dockerfile Best Practices", - "url": "https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", - "relevance": "Official Docker guide for writing efficient and secure Dockerfiles" - } - ] - }, - "error_message": null - } - ], - "config": { - "weights": {}, - "excluded_attributes": [], - "language_overrides": {}, - "output_dir": null, - "report_theme": "default", - "custom_theme": null - }, - "duration_seconds": 2.0, - "discovered_skills": [] -} \ No newline at end of file