diff --git a/submissions/fullsend-ai/fullsend/2026-05-12T17-32-35-assessment.json b/submissions/fullsend-ai/fullsend/2026-05-12T17-32-35-assessment.json new file mode 100644 index 00000000..32bfa6f0 --- /dev/null +++ b/submissions/fullsend-ai/fullsend/2026-05-12T17-32-35-assessment.json @@ -0,0 +1,1167 @@ +{ + "schema_version": "1.0.0", + "metadata": { + "agentready_version": "2.36.1", + "research_version": "2.0.0", + "assessment_timestamp": "2026-05-12T13:32:35.450143", + "assessment_timestamp_human": "May 12, 2026 at 1:32 PM", + "executed_by": "redacted", + "command": "agentready assess .", + "working_directory": "." + }, + "repository": { + "path": ".", + "name": "fullsend", + "url": "https://github.com/fullsend-ai/fullsend.git", + "branch": "docs/686-forge-landscape", + "commit_hash": "04646f66ba11494864c341773a60697f72b1b884", + "languages": { + "YAML": 40, + "Markdown": 118, + "JavaScript": 3, + "TypeScript": 90, + "TOML": 3, + "Go": 91, + "JSON": 11, + "Python": 16, + "Shell": 24 + }, + "total_files": 446, + "total_lines": 92263 + }, + "timestamp": "2026-05-12T13:32:35.450143", + "overall_score": 68.2, + "certification_level": "Silver", + "attributes_assessed": 26, + "attributes_skipped": 7, + "attributes_total": 33, + "findings": [ + { + "attribute": { + "id": "test_execution", + "name": "Test Execution & Coverage", + "category": "Testing & CI/CD", + "tier": 1, + "description": "Single-command test runner with adequate coverage configuration", + "criteria": "Runnable tests with coverage config", + "default_weight": 0.1 + }, + "status": "pass", + "score": 100.0, + "measured_value": "configured", + "threshold": "runnable tests with coverage config", + "evidence": [ + "Go test files found (*_test.go)", + "Go test command found in project files", + "Coverage configuration found", + "Race detector enabled (-race flag)" + ], + "remediation": null, + "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": 0.08 + }, + "status": "pass", + "score": 95.0, + "measured_value": "95%", + "threshold": "\u226580%", + "evidence": [ + "Go enforces types at compile time (statically typed)", + "Minimal interface{}/any usage: 36 occurrences" + ], + "remediation": null, + "error_message": null + }, + { + "attribute": { + "id": "claude_md_file", + "name": "CLAUDE.md Configuration Files", + "category": "Context Window Optimization", + "tier": 1, + "description": "Project-specific configuration for AI coding agents", + "criteria": "CLAUDE.md or AGENTS.md file exists in repository root", + "default_weight": 0.07 + }, + "status": "pass", + "score": 100.0, + "measured_value": "present", + "threshold": "present", + "evidence": [ + "CLAUDE.md found at CLAUDE.md", + "AGENTS.md also present (cross-tool compatibility)" + ], + "remediation": null, + "error_message": null + }, + { + "attribute": { + "id": "ci_quality_gates", + "name": "CI Quality Gates", + "category": "Testing & CI/CD", + "tier": 1, + "description": "CI runs lint, type-check, and tests on every PR", + "criteria": "CI gates with lint + type-check + tests", + "default_weight": 0.05 + }, + "status": "fail", + "score": 88, + "measured_value": "missing quality gates", + "threshold": "CI with lint + test + type-check gates on PRs", + "evidence": [ + "CI config found: .github/workflows/release.yml, .github/workflows/lint.yml, .github/workflows/notify-adr-slack.yml, .github/workflows/sandbox-images.yml, .github/workflows/site-deploy.yml, .github/workflows/stale.yml, .github/workflows/site-build.yml, .github/workflows/branch-cleanup.yml, .github/workflows/e2e.yml, .github/workflows/fullsend.yaml", + "Lint gate detected in CI", + "Test gate detected in CI", + "No type-check gate found in CI", + "Descriptive job/step names found", + "Caching configured", + "Parallel job execution detected", + "Config includes comments" + ], + "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": "single_file_verification", + "name": "Single-File Verification", + "category": "Verification & Feedback Loops", + "tier": 1, + "description": "Single-file lint and type-check commands available for fast feedback", + "criteria": "Documented single-file lint/type-check commands", + "default_weight": 0.05 + }, + "status": "fail", + "score": 30.0, + "measured_value": "partially documented", + "threshold": "single-file lint + type-check commands documented", + "evidence": [ + "Linter configs found (Ruff) but no documented single-file commands" + ], + "remediation": { + "summary": "Document single-file lint and type-check commands in CLAUDE.md/AGENTS.md", + "steps": [ + "Add single-file lint command to context file (e.g., 'ruff check path/to/file.py')", + "Add single-file type-check command (e.g., 'mypy path/to/file.py')", + "Ensure these commands work without a full build step", + "Target <5 seconds execution per file" + ], + "tools": [ + "ruff", + "eslint", + "mypy", + "pyright", + "tsc" + ], + "commands": [ + "# Python", + "ruff check path/to/file.py", + "mypy path/to/file.py", + "", + "# JavaScript/TypeScript", + "npx eslint path/to/file.ts", + "npx tsc --noEmit path/to/file.ts" + ], + "examples": [], + "citations": [] + }, + "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": 0.05 + }, + "status": "fail", + "score": 33.33333333333333, + "measured_value": "1/3 sections", + "threshold": "3/3 sections", + "evidence": [ + "Found 1/3 essential sections", + "Installation: \u2717", + "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": "standard_layout", + "name": "Standard Project Layouts", + "category": "Repository Structure", + "tier": 1, + "description": "Follows standard project structure for language", + "criteria": "Standard directories (src/ or project-named, tests/) present", + "default_weight": 0.05 + }, + "status": "pass", + "score": 100.0, + "measured_value": "100/100", + "threshold": "go.mod + structured source + tests", + "evidence": [ + "go.mod: \u2713", + "cmd/: \u2713 (executable entry points)", + "internal/: \u2713 (compiler-enforced encapsulation)", + "*_test.go files: \u2713 (tests alongside source)" + ], + "remediation": null, + "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": 0.05 + }, + "status": "pass", + "score": 100.0, + "measured_value": "package-lock.json, go.sum", + "threshold": "lock file with pinned versions, < 6 months old", + "evidence": [ + "Found lock file(s): package-lock.json, go.sum" + ], + "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, Renovate, CodeQL, or SAST tools configured; secret detection enabled", + "default_weight": 0.05 + }, + "status": "pass", + "score": 55, + "measured_value": "Security tools configured: Dependabot, gitleaks", + "threshold": "\u226560 points (Dependabot/Renovate + SAST or multiple scanners)", + "evidence": [ + "\u2713 Dependabot configured for dependency updates", + " 1 package ecosystem(s) monitored", + "\u2713 Secret detection configured (gitleaks)" + ], + "remediation": { + "summary": "Add more security scanning tools for comprehensive coverage", + "steps": [ + "Enable Dependabot alerts in GitHub repository settings (or configure Renovate: add renovate.json to repository root)", + "Add CodeQL scanning workflow for SAST", + "Configure secret detection (detect-secrets, gitleaks)", + "Set up language-specific scanners (pip-audit, npm audit, Snyk)" + ], + "tools": [ + "Dependabot", + "Renovate", + "CodeQL", + "detect-secrets", + "pip-audit", + "npm audit" + ], + "commands": [ + "gh repo edit --enable-security", + "pip install detect-secrets # Python secret detection", + "npm audit # JavaScript dependency audit" + ], + "examples": [ + "# .github/dependabot.yml\nversion: 2\nupdates:\n - package-ecosystem: pip\n directory: /\n schedule:\n interval: weekly" + ], + "citations": [ + { + "source": "OWASP", + "title": "Dependency-Check Project", + "url": "https://owasp.org/www-project-dependency-check/", + "relevance": "Open-source tool for detecting known vulnerabilities in dependencies" + }, + { + "source": "GitHub", + "title": "Dependabot Documentation", + "url": "https://docs.github.com/en/code-security/dependabot", + "relevance": "Official guide for configuring automated dependency updates and security alerts" + } + ] + }, + "error_message": null + }, + { + "attribute": { + "id": "dbt_project_config", + "name": "dbt Project Configuration", + "category": "dbt SQL Projects", + "tier": 1, + "description": "Valid dbt_project.yml with required fields", + "criteria": "dbt_project.yml exists with name, config-version, profile", + "default_weight": 0.1 + }, + "status": "not_applicable", + "score": null, + "measured_value": null, + "threshold": null, + "evidence": [ + "Not applicable to ['YAML', 'Markdown', 'JavaScript', 'TypeScript', 'TOML', 'Go', 'JSON', 'Python', 'Shell']" + ], + "remediation": null, + "error_message": null + }, + { + "attribute": { + "id": "dbt_model_documentation", + "name": "dbt Model Documentation", + "category": "dbt SQL Projects", + "tier": 1, + "description": "Model descriptions in schema YAML files", + "criteria": "\u226580% of models have descriptions in schema.yml", + "default_weight": 0.1 + }, + "status": "not_applicable", + "score": null, + "measured_value": null, + "threshold": null, + "evidence": [ + "Not applicable to ['YAML', 'Markdown', 'JavaScript', 'TypeScript', 'TOML', 'Go', 'JSON', 'Python', 'Shell']" + ], + "remediation": null, + "error_message": null + }, + { + "attribute": { + "id": "deterministic_enforcement", + "name": "Deterministic Enforcement (Hooks & Lint Rules)", + "category": "Testing & CI/CD", + "tier": 2, + "description": "Hooks and lint rules for deterministic quality enforcement", + "criteria": "Pre-commit or agent hooks configured", + "default_weight": 0.03 + }, + "status": "pass", + "score": 60.0, + "measured_value": "configured", + "threshold": "configured", + "evidence": [ + ".pre-commit-config.yaml found (pre-commit hooks)" + ], + "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 configuration found (.commitlintrc.json, package.json, husky, or pre-commit)" + ], + "remediation": { + "summary": "Configure conventional commits with commitlint", + "steps": [ + "Option A (Python/pre-commit): Add conventional-pre-commit to .pre-commit-config.yaml", + "Option B (JS/commitlint): Install commitlint and configure husky for commit-msg hook" + ], + "tools": [ + "pre-commit", + "conventional-pre-commit", + "commitlint", + "husky" + ], + "commands": [ + "# Python (pre-commit):", + "pip install pre-commit && pre-commit install --hook-type commit-msg", + "# JS (commitlint + husky):", + "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": "fail", + "score": 32.0, + "measured_value": "8/25 patterns", + "threshold": "\u226570% of language-specific patterns", + "evidence": [ + ".gitignore found (216 bytes)", + "Pattern coverage: 8/25 (32%)", + "Missing 17 recommended patterns" + ], + "remediation": { + "summary": "Add missing language-specific ignore patterns", + "steps": [ + "Review GitHub's gitignore templates for your language", + "Add the 17 missing patterns", + "Ensure editor/IDE patterns are included" + ], + "tools": [], + "commands": [], + "examples": [ + "# Missing patterns:\ncover.out\n*.exe\n*.log\n*.swo\ncoverage.txt" + ], + "citations": [ + { + "source": "GitHub", + "title": "gitignore Templates Collection", + "url": "https://github.com/github/gitignore", + "relevance": "Comprehensive collection of language-specific gitignore patterns" + } + ] + }, + "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": 30, + "measured_value": "multi-step setup", + "threshold": "single command", + "evidence": [ + "No clear setup command found in README", + "Setup automation found: Makefile, makefile, package.json", + "Setup instructions not in first 3 sections" + ], + "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": 49.89949748743719, + "measured_value": "4 huge, 13 large out of 199", + "threshold": "<5% files >500 lines, 0 files >1000 lines", + "evidence": [ + "Found 4 files >1000 lines (2.0% of 199 files)", + "Largest: internal/cli/admin.go (1568 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": "pass", + "score": 100.0, + "measured_value": "organization:100, cohesion:100, naming:100", + "threshold": "\u226575 overall", + "evidence": [ + "Good directory organization (feature-based or flat)", + "File cohesion: 0/16 files >500 lines", + "No catch-all modules (utils.py, helpers.py) detected" + ], + "remediation": null, + "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": "pass", + "score": 75.0, + "measured_value": "68 lines, 6 headings, 11 bullets", + "threshold": "<500 lines, structured format", + "evidence": [ + "README length: 68 lines (excellent)", + "Heading density: 8.8 per 100 lines (target: 3-5)", + "11 bullet points, 0 code blocks (concise formatting)" + ], + "remediation": null, + "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": "pass", + "score": 100.0, + "measured_value": "83.7%", + "threshold": "\u226580%", + "evidence": [ + "Documented exports: 313/374", + "Godoc coverage: 83.7%" + ], + "remediation": null, + "error_message": null + }, + { + "attribute": { + "id": "pattern_references", + "name": "Pattern References for Common Changes", + "category": "Agent Patterns & Knowledge", + "tier": 2, + "description": "Reference implementations and skills for common change types", + "criteria": "3-5 pattern references or skills documented", + "default_weight": 0.03 + }, + "status": "pass", + "score": 60.0, + "measured_value": "2 reference source(s)", + "threshold": "pattern references or skills documented", + "evidence": [ + ".claude/skills/ directory with 6 SKILL.md file(s)", + "Pattern references found in CLAUDE.md (1 reference(s))" + ], + "remediation": null, + "error_message": null + }, + { + "attribute": { + "id": "dbt_data_tests", + "name": "dbt Data Tests", + "category": "dbt SQL Projects", + "tier": 2, + "description": "Generic tests on model primary keys", + "criteria": "\u226580% of models have unique/not_null tests on primary key", + "default_weight": 0.03 + }, + "status": "not_applicable", + "score": null, + "measured_value": null, + "threshold": null, + "evidence": [ + "Not applicable to ['YAML', 'Markdown', 'JavaScript', 'TypeScript', 'TOML', 'Go', 'JSON', 'Python', 'Shell']" + ], + "remediation": null, + "error_message": null + }, + { + "attribute": { + "id": "dbt_project_structure", + "name": "dbt Project Structure", + "category": "dbt SQL Projects", + "tier": 2, + "description": "Organized staging/marts directory structure", + "criteria": "models/ with staging/ and marts/ subdirectories", + "default_weight": 0.03 + }, + "status": "not_applicable", + "score": null, + "measured_value": null, + "threshold": null, + "evidence": [ + "Not applicable to ['YAML', 'Markdown', 'JavaScript', 'TypeScript', 'TOML', 'Go', 'JSON', 'Python', 'Shell']" + ], + "remediation": null, + "error_message": null + }, + { + "attribute": { + "id": "design_intent", + "name": "Design Intent Documentation", + "category": "Agent Patterns & Knowledge", + "tier": 3, + "description": "Documented preconditions, invariants, and design rationale", + "criteria": "Design docs with architectural intent", + "default_weight": 0.02 + }, + "status": "pass", + "score": 90.0, + "measured_value": "documented", + "threshold": "design docs with preconditions/invariants", + "evidence": [ + "Design intent language found in CLAUDE.md", + "Design intent language found in AGENTS.md", + "Design intent language found in README.md" + ], + "remediation": null, + "error_message": null + }, + { + "attribute": { + "id": "repomix_config", + "name": "Repomix AI Context Generation", + "category": "AI-Assisted Development Tools", + "tier": 3, + "description": "Automated repository context generation for AI consumption", + "criteria": "Repomix configured with fresh output (< 7 days old)", + "default_weight": 0.02 + }, + "status": "fail", + "score": 0.0, + "measured_value": "not configured", + "threshold": "configured", + "evidence": [ + "Repomix configuration not found", + "Missing repomix.config.json" + ], + "remediation": { + "summary": "Configure Repomix for AI-friendly context generation", + "steps": [ + "Initialize Repomix: agentready repomix-generate --init", + "Generate context: agentready repomix-generate", + "Add to bootstrap: agentready bootstrap --repomix", + "Set up GitHub Action for automatic updates" + ], + "tools": [ + "Repomix", + "AgentReady" + ], + "commands": [ + "agentready repomix-generate --init", + "agentready repomix-generate" + ], + "examples": [ + "# Initialize Repomix configuration\nagentready repomix-generate --init\n\n# Generate repository context\nagentready repomix-generate\n\n# Check freshness\nagentready repomix-generate --check" + ], + "citations": [ + { + "source": "Repomix", + "title": "Repomix - AI-Friendly Repository Packager", + "url": "https://github.com/yamadashy/repomix", + "relevance": "AI-friendly repository context generation tool" + } + ] + }, + "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": 0.02 + }, + "status": "skipped", + "score": null, + "measured_value": null, + "threshold": null, + "evidence": [ + "Missing tool: gocyclo" + ], + "remediation": { + "summary": "Install with: go install github.com/fzipp/gocyclo/cmd/gocyclo@latest", + "steps": [ + "Install with: go install github.com/fzipp/gocyclo/cmd/gocyclo@latest" + ], + "tools": [], + "commands": [], + "examples": [], + "citations": [] + }, + "error_message": null + }, + { + "attribute": { + "id": "architecture_decisions", + "name": "Architecture Decision Records (ADRs)", + "category": "Documentation Standards", + "tier": 3, + "description": "Lightweight documents capturing architectural decisions", + "criteria": "ADR directory with documented decisions", + "default_weight": 0.03 + }, + "status": "pass", + "score": 100, + "measured_value": "31 ADRs", + "threshold": "\u22653 ADRs with template", + "evidence": [ + "ADR directory found: docs/ADRs", + "31 architecture decision records", + "Consistent naming pattern detected", + "Sampled 3 ADRs: template compliance 20/20" + ], + "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": 0.02 + }, + "status": "fail", + "score": 0.0, + "measured_value": "not configured", + "threshold": "structured logging library", + "evidence": [ + "No structured logging library found in go.mod", + "Go stdlib log package produces unstructured output" + ], + "remediation": { + "summary": "Add structured logging library for Go", + "steps": [ + "Choose a structured logging library (slog for Go 1.21+, zap for high-performance)", + "Configure JSON output for production", + "Use consistent field naming across the codebase" + ], + "tools": [ + "slog", + "zap", + "zerolog" + ], + "commands": [ + "# Option A: Use stdlib slog (Go 1.21+)", + "# No installation needed \u2014 import \"log/slog\"", + "", + "# Option B: Use zap", + "go get go.uber.org/zap" + ], + "examples": [ + "// Using Go stdlib slog (Go 1.21+)\nimport \"log/slog\"\n\nlogger := slog.New(slog.NewJSONHandler(os.Stdout, nil))\nlogger.Info(\"user_login\",\n slog.String(\"user_id\", \"123\"),\n slog.String(\"ip\", remoteAddr),\n)\n" + ], + "citations": [ + { + "source": "Go Documentation", + "title": "log/slog package", + "url": "https://pkg.go.dev/log/slog", + "relevance": "Go stdlib structured logging (Go 1.21+)" + } + ] + }, + "error_message": null + }, + { + "attribute": { + "id": "openapi_specs", + "name": "OpenAPI/Swagger Specifications", + "category": "API Documentation", + "tier": 3, + "description": "Machine-readable API documentation in OpenAPI format", + "criteria": "OpenAPI 3.x spec with complete endpoint documentation", + "default_weight": 0.03 + }, + "status": "fail", + "score": 0.0, + "measured_value": "no OpenAPI spec", + "threshold": "OpenAPI 3.x spec present", + "evidence": [ + "No OpenAPI specification found", + "Searched recursively for: openapi.yaml, openapi.yml, openapi.json, swagger.yaml, swagger.yml, swagger.json" + ], + "remediation": { + "summary": "Create OpenAPI specification for API endpoints", + "steps": [ + "Create openapi.yaml in repository root", + "Define OpenAPI version 3.x", + "Document all API endpoints with full schemas", + "Add request/response examples", + "Define security schemes (API keys, OAuth, etc.)", + "Validate spec with Swagger Editor or Spectral", + "Generate API documentation with Swagger UI or ReDoc" + ], + "tools": [ + "swagger-editor", + "spectral", + "openapi-generator" + ], + "commands": [ + "# Install OpenAPI validator", + "npm install -g @stoplight/spectral-cli", + "", + "# Validate spec", + "spectral lint openapi.yaml", + "", + "# Generate client SDK", + "npx @openapitools/openapi-generator-cli generate \\", + " -i openapi.yaml \\", + " -g python \\", + " -o client/" + ], + "examples": [ + "# openapi.yaml - Minimal example\nopenapi: 3.1.0\ninfo:\n title: My API\n version: 1.0.0\n description: API for managing users\n\nservers:\n - url: https://api.example.com/v1\n\npaths:\n /users/{userId}:\n get:\n summary: Get user by ID\n parameters:\n - name: userId\n in: path\n required: true\n schema:\n type: string\n responses:\n '200':\n description: User found\n content:\n application/json:\n schema:\n $ref: '#/components/schemas/User'\n '404':\n description: User not found\n\ncomponents:\n schemas:\n User:\n type: object\n required:\n - id\n - email\n properties:\n id:\n type: string\n example: \"user_123\"\n email:\n type: string\n format: email\n example: \"user@example.com\"\n name:\n type: string\n example: \"John Doe\"\n" + ], + "citations": [ + { + "source": "OpenAPI Initiative", + "title": "OpenAPI Specification", + "url": "https://spec.openapis.org/oas/v3.1.0", + "relevance": "Official OpenAPI 3.1 specification" + }, + { + "source": "Swagger", + "title": "API Documentation Best Practices", + "url": "https://swagger.io/resources/articles/best-practices-in-api-documentation/", + "relevance": "Guide to writing effective API docs" + } + ] + }, + "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": "fail", + "score": 50.0, + "measured_value": "ruff, golangci-lint, actionlint", + "threshold": "\u226560% of applicable linters configured", + "evidence": [ + "Linters configured: ruff, golangci-lint, actionlint", + "Coverage: 50/100 points (50%)" + ], + "remediation": { + "summary": "Configure 3 missing linter(s)", + "steps": [ + "Configure pylint for Python code smell detection", + "Configure ESLint for JavaScript/TypeScript", + "Configure markdownlint for documentation quality" + ], + "tools": [ + "pylint", + "ESLint", + "markdownlint" + ], + "commands": [ + "pip install pylint && pylint --generate-rcfile > .pylintrc", + "npm install --save-dev eslint && npx eslint --init", + "npm install --save-dev markdownlint-cli && touch .markdownlint.json" + ], + "examples": [ + "# .pylintrc example\n[MASTER]\nmax-line-length=100\n\n[MESSAGES CONTROL]\ndisable=C0111", + "# .eslintrc.json example\n{\n \"extends\": \"eslint:recommended\",\n \"rules\": {\n \"no-console\": \"warn\"\n }\n}" + ], + "citations": [ + { + "source": "Pylint", + "title": "Pylint Documentation", + "url": "https://pylint.readthedocs.io/", + "relevance": "Official documentation for Pylint code analysis tool" + }, + { + "source": "ESLint", + "title": "ESLint Documentation", + "url": "https://eslint.org/docs/latest/", + "relevance": "Official documentation for ESLint JavaScript/TypeScript linter" + } + ] + }, + "error_message": null + }, + { + "attribute": { + "id": "issue_pr_templates", + "name": "Issue & Pull Request Templates", + "category": "Repository Structure", + "tier": 4, + "description": "Standardized templates for issues and PRs", + "criteria": "PR template and issue templates in .github/", + "default_weight": 0.01 + }, + "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": "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/.containerignore, multi-stage builds", + "default_weight": 0.01 + }, + "status": "not_applicable", + "score": null, + "measured_value": null, + "threshold": null, + "evidence": [ + "Not applicable to ['YAML', 'Markdown', 'JavaScript', 'TypeScript', 'TOML', 'Go', 'JSON', 'Python', 'Shell']" + ], + "remediation": null, + "error_message": null + }, + { + "attribute": { + "id": "progressive_disclosure", + "name": "Progressive Disclosure", + "category": "Agent Patterns & Knowledge", + "tier": 4, + "description": "Path-scoped rules and skills for large repos", + "criteria": "Component-level context files for repos >50K lines", + "default_weight": 0.01 + }, + "status": "pass", + "score": 70.0, + "measured_value": "3 disclosure mechanism(s)", + "threshold": "path-scoped rules or skills", + "evidence": [ + "1 subdirectory context file(s)", + "6 SKILL.md file(s) for on-demand knowledge", + "Root CLAUDE.md is 43 lines (good: <150)" + ], + "remediation": null, + "error_message": null + } + ], + "config": { + "weights": {}, + "excluded_attributes": [], + "language_overrides": {}, + "output_dir": null, + "report_theme": "default", + "custom_theme": null + }, + "duration_seconds": 2.2, + "discovered_skills": [] +} \ No newline at end of file