Structured Commits as Lesson Inputs
Commit messages with What/Why/Learned sections capture reusable insights at the moment of discovery, feeding downstream lesson extraction pipelines
process (4 lessons)
Found in: Lessons Hub
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Lessons
Skill-Driven Workflow Automation
Composable slash-command skills turn multi-step developer workflows into repeatable single-command operations that enforce guardrails automatically
Code Review as Requirements Source
Systematic triage of code review findings produces a traceable requirements document — turning ad hoc observations into prioritized, implementable work.
Five-Stage Design-to-Execution Workflow
A repeatable workflow — Design, PDR, Plan, Execute, Commit — with table-driven task tracking and one-commit-per-phase discipline, applied across 18 project phases.