How rvbhavsar/ai-native-sdlc-playbook works
AI-Native SDLC Playbook guides human-controlled software work from rough request through approved intent, specification, and implementation planning. Its three stage skills help discover, draft, and structurally evaluate each artifact; human approval gates progression. Planning incorporates repository baselines, dependencies, parallel work, and execution boundaries, but implementation and deployment are downstream and not authorized here. The README establishes the lifecycle and skill capabilities; sampled evaluator scripts confirm structural checks, not how the skills invoke them.
Main entry points: plan-readiness/SKILL.md Plan readiness skill · intent-template.md intent.md · spec-template.md spec.md · spec-readiness/SKILL.md Specification readiness skill
Components 17
Lifecycle stages
- Intent discovery
docs/stages/01-intent/README.md - Specification
docs/stages/02-specification/README.md - Execution planning
docs/stages/03-planning/README.md
Agent skills
- Intent readiness skill
skills/intent-readiness/SKILL.md - Specification readiness skill
skills/spec-readiness/SKILL.md - Plan readiness skill
skills/plan-readiness/SKILL.md
Approval and readiness
- Intent evaluator
skills/intent-readiness/scripts/evaluate_intent.py - Specification evaluator
skills/spec-readiness/scripts/evaluate_spec.py - Plan evaluator
skills/plan-readiness/scripts/evaluate_plan.py - Readiness rubrics and eval guidance
docs/governance/evals-and-readiness-gates.md
Artifacts and planning
- intent.md
docs/stages/01-intent/intent-template.md - spec.md
docs/stages/02-specification/spec-template.md - plan.md
docs/stages/03-planning/plan-template.md - Starter workspace
examples/initiative-workspace/README.md - Parallel delivery model
skills/plan-readiness/references/parallel-execution.md
Other components
- Request or incident
- Human approver
Connections 22
- Request or incident → Intent readiness skill: starts discovery
- Intent discovery → Intent readiness skill: guides
- Intent readiness skill → intent.md: drafts
- Intent evaluator → intent.md: checks structure
- intent.md → Human approver: requests approval
- Human approver → Specification readiness skill: approves intent
- Specification → Specification readiness skill: guides
- Specification readiness skill → intent.md: reads approved input
- Specification readiness skill → spec.md: drafts
- Specification evaluator → spec.md: checks structure
- spec.md → Human approver: requests approval
- Human approver → Plan readiness skill: approves specification
- Execution planning → Plan readiness skill: guides
- Plan readiness skill → spec.md: reads approved input
- Plan readiness skill → plan.md: drafts
- Plan evaluator → plan.md: checks structure
- plan.md → Human approver: requests approval
- Starter workspace → intent.md: provides template
- Starter workspace → spec.md: provides template
- Starter workspace → plan.md: provides template
- Readiness rubrics and eval guidance → Human approver: informs review
- Parallel delivery model → Plan readiness skill: guides decomposition