Complete release management toolkit including:
- changelog_generator.py: Parse conventional commits and generate structured changelogs
- version_bumper.py: Determine semantic version bumps from commit analysis
- release_planner.py: Assess release readiness and generate coordination plans
- Comprehensive documentation covering SemVer, Git workflows, hotfix procedures
- Sample data and expected outputs for testing
- Zero external dependencies, Python standard library only
Enables automated changelog generation, version management, and release coordination
from git history using conventional commits specification.
- SLO Designer: generates comprehensive SLI/SLO frameworks with error budgets and burn rate alerts
- Alert Optimizer: analyzes and optimizes alert configurations to reduce noise and improve effectiveness
- Dashboard Generator: creates role-based dashboard specifications with golden signals coverage
Includes comprehensive documentation, sample data, and expected outputs for testing.
- Comprehensive interview system design toolkit
- Interview Loop Designer: generates calibrated loops for any role/level
- Question Bank Generator: creates competency-based questions with rubrics
- Hiring Calibrator: analyzes interview data for bias and calibration issues
- Complete reference materials: competency matrices, bias mitigation, debrief guides
- Sample data and expected outputs for testing
- Supports all major roles: SWE, PM, Designer, Data, DevOps, Leadership
- Zero external dependencies, Python standard library only
- Dual output: JSON + human-readable text formats
