All Reports
Gin
Go
gin-gonic/gin
Pass Rate
51%
Gin is a HTTP web framework written in Go (Golang)
L1100%
L2100%
L355%
L40%
L50%
Strong Task Discovery
Gin reaches Level 3 with 75% Task Discovery pass rate. Currently becoming autonomous-capable with 29/57 criteria passing (51%). Key areas for improvement include the opportunities listed below.
Strengths
01
Code Modularization
Go internal/ package directories enforce module boundaries (internal/bytesconv, internal/fs)
02
Dead Code Detection
.golangci.yml enables staticcheck and unused linters for dead code detection
03
Formatter
.golangci.yml configures formatters: gofmt, gofumpt, goimports
Opportunities
01
Cyclomatic Complexity
No complexity analysis enabled in .golangci.yml or CI (no gocyclo, complexity rules)
02
Duplicate Code Detection
No duplication detection tool found (no jscpd, PMD CPD, dupl)
03
Large File Detection
No file size detection in CI, git hooks, .gitattributes LFS, or linter rules found
All Criteria
Style & Validation7/12 (58%)
✓code_modularizationGo internal/ package directories enforce module boundaries (internal/bytesconv, internal/fs)
✗cyclomatic_complexityNo complexity analysis enabled in .golangci.yml or CI (no gocyclo, complexity rules)
✓dead_code_detection.golangci.yml enables staticcheck and unused linters for dead code detection
✗duplicate_code_detectionNo duplication detection tool found (no jscpd, PMD CPD, dupl)
✓formatter.golangci.yml configures formatters: gofmt, gofumpt, goimports
✗large_file_detectionNo file size detection in CI, git hooks, .gitattributes LFS, or linter rules found
✓lint_config.golangci.yml configures golangci-lint with 15+ linters (gosec, revive, etc.)
—n_plus_one_detectionLibrary without database/ORM usage (not applicable)
✓naming_consistency.golangci.yml includes revive linter with naming convention enforcement
✗pre_commit_hooksNo pre-commit hooks found (no .pre-commit-config.yaml, husky, git hooks)
✓strict_typingGo is strictly typed by default with compile-time type checking
✗tech_debt_trackingNo TODO/FIXME scanner in CI, no enforced ticket linking, no tech debt tracking tools
✓type_checkGo has built-in strict type checking via compiler
Build System7/10 (70%)
✗agentic_developmentNo agent co-authorship in recent 100 commits, no agent CI workflows or scripts
—automated_pr_reviewNo automated PR review generation found (no danger.js, review bots, or AI review comments)
✓build_cmd_docMakefile documents build/test commands, README shows installation steps
—build_performance_trackingNo build caching config or performance metrics evident (library project)
—dead_feature_flag_detectionNo feature flags present (prerequisite failed)
✓deployment_frequencyRegular releases: v1.11.0 (Sep 2025), v1.10.1 (May 2025), multiple per year
✓deps_pinnedgo.sum lockfile exists and is committed
—fast_ci_feedbackCI duration not clearly measurable from available data, no clear <10min evidence
✗feature_flag_infrastructureNo feature flag system found (LaunchDarkly, Statsig, Unleash, custom)
—heavy_dependency_detectionBackend library, not bundled application (bundle size analysis not applicable)
—monorepo_toolingSingle-application repository, monorepo tooling not applicable
—progressive_rolloutLibrary project, not infrastructure - canary/progressive rollout not applicable
✓release_automation.goreleaser.yaml + goreleaser.yml GitHub Actions workflow automates releases
✓release_notes_automation.goreleaser.yaml configures automated changelog generation from git commits
—rollback_automationLibrary project, not infrastructure - rollback automation not applicable
✓single_command_setupREADME documents go run main.go for quick start, make test for testing
✗unused_dependencies_detectionNo go mod tidy check in CI workflows
✓vcs_cli_toolsgh CLI is installed and authenticated
—version_drift_detectionSingle-application repository, version drift detection not applicable
Testing5/7 (71%)
—flaky_test_detectionNo test retry config or flaky test tracking mechanisms found
✓integration_tests_existgin_integration_test.go contains integration tests for HTTP server functionality
✓test_coverage_thresholdscodecov.yml enforces 99% project coverage threshold, 95% patch threshold
✗test_isolationNo t.Parallel() calls or parallel test execution configured
✓test_naming_conventionsGo enforces *_test.go naming convention by language design
✗test_performance_trackingNo test timing/duration tracking in CI output or configuration
✓unit_tests_existExtensive *_test.go files throughout codebase (50+ test files)
✓unit_tests_runnablemake test target runs go test suite successfully
Documentation2/6 (33%)
✗agents_mdAGENTS.md file does not exist at repository root
—agents_md_validationAGENTS.md does not exist (prerequisite failed)
—api_schema_docsLibrary project, not an API service (OpenAPI/GraphQL not applicable)
✗automated_doc_generationNo automated doc generation tools found (no swagger gen, godoc automation, etc.)
✓documentation_freshnessCONTRIBUTING.md was modified within last 180 days
✓readmeREADME.md exists with comprehensive setup/usage instructions (227 lines)
✗service_flow_documentedNo architecture diagrams (.mermaid, .puml) or service flow documentation found
✗skillsNo skills directory found in .factory/skills, .skills, or .claude/skills
Dev Environment0/2 (0%)
—database_schemaLibrary without database (schema definition not applicable)
✗devcontainerNo .devcontainer/devcontainer.json found
—devcontainer_runnableNo devcontainer exists to test
✗env_templateNo .env.example file or environment variable documentation found
—local_services_setupLibrary project without external service dependencies (no DB, Redis, etc.)
Debugging & Observability2/7 (29%)
—alerting_configuredLibrary project, not deployed service (alerting not applicable)
—circuit_breakersLibrary without external service dependencies (circuit breakers not applicable)
✓code_quality_metricsCodecov tracks coverage, CodeQL + Trivy track security, golangci-lint tracks quality
—deployment_observabilityLibrary project, not deployed (deployment dashboards not applicable)
✗distributed_tracingNo trace ID or request ID propagation found (no X-Request-ID, OpenTelemetry)
✗error_tracking_contextualizedNo error tracking service found (no Sentry, Bugsnag, Rollbar configuration)
—health_checksLibrary project, not deployed service (health checks not applicable)
✗metrics_collectionNo metrics/telemetry instrumentation found (no Prometheus, Datadog, etc.)
✗profiling_instrumentationNo profiling tools configured (no pprof setup, APM, continuous profiling)
✗runbooks_documentedNo runbooks or links to runbooks found in README, docs, or CONTRIBUTING
✓structured_logginglogger.go provides built-in structured logging with LogFormatter and LoggerConfig
Security3/8 (38%)
✓automated_security_reviewTrivy security scanning (trivy-scan.yml) and CodeQL (codeql.yml) run in CI
—branch_protectionRequires GitHub admin API access to verify branch protection rules (skipped).
✗codeownersNo CODEOWNERS file in root or .github/ directory
—dast_scanningLibrary, not deployed web service (DAST not applicable)
✓dependency_update_automationDependabot configured for go.mod and GitHub Actions in dependabot.yml
✓gitignore_comprehensive.gitignore excludes IDE configs (.idea, .vscode), build artifacts, and coverage files
✗log_scrubbingNo log sanitization/redaction mechanisms found in logger.go
—pii_handlingLibrary without personal data processing (PII handling not applicable)
—privacy_complianceLibrary project without end-user data collection (not applicable)
—secret_scanningRequires GitHub admin API access to verify secret scanning configuration (skipped).
✗secrets_managementNo secrets management infrastructure evident (no vault, AWS secrets, SOPS)
Task Discovery3/4 (75%)
✗backlog_healthMany open issues lack labels (13/30 sampled), label coverage <70%
✓issue_labeling_systemLabels exist for type (type/bug, type/proposal), enhancement, area (security, performance)
✓issue_templates.github/ISSUE_TEMPLATE/ contains bug-report.yaml and feature-request.yaml
✓pr_templates.github/PULL_REQUEST_TEMPLATE.md exists with structured checklist
Product & Analytics0/1 (0%)
✗error_to_insight_pipelineNo error tracking to issue creation integration (no Sentry-GitHub automation)
—product_analytics_instrumentationLibrary project (product analytics not applicable)