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Workflow Overview
The antidote to vibe coding. Each step is a Claude Code skill, maps to one of Covey's 8 Habits, and has an explicit handoff contract with the next step.
flowchart LR
R["0 · /research\nH5 Understand"]:::optional --> RQ["1 · /requirements\nH2 End in Mind"]:::human
RQ --> D["2 · /design\nH8 Voice"]:::human
D --> B["3 · /breakdown\nH3 First Things"]:::optional
B --> BB["4 · /build-brief\nH5 Understand"]:::optional
BB --> RA["5 · /review-ai\nH4 Win-Win"]:::never_skip
RA --> DG["6 · /deploy-guide\nH1 Proactive"]:::human
DG --> M["7 · /monitor-setup\nH7 Sharpen Saw"]:::optional
classDef optional fill:#e8f5e9,stroke:#4caf50
classDef human fill:#fce4ec,stroke:#e91e63
classDef never_skip fill:#fff3e0,stroke:#ff9800
Green = optional entry point · Pink = human checkpoint required · Orange = never skip
| Step | Skill | Habit | Output | Human checkpoint? |
|---|---|---|---|---|
| 0 | /research |
H5 Understand First | Research brief | Optional |
| 1 | /requirements |
H2 Begin with End | PRD summary | Yes |
| 2 | /design |
H8 Find Your Voice | Architecture decisions (ADR) | Required |
| 3 | /breakdown |
H3 First Things First | Atomic task list | Optional |
| 4 | /build-brief |
H5 Understand First | Implementation brief per task | Optional |
| 5 | /review-ai |
H4 Win-Win | Code review findings | Required |
| 6 | /deploy-guide |
H1 Be Proactive | Deploy plan + rollback | Required |
| 7 | /monitor-setup |
H7 Sharpen the Saw | Observability config | Optional |
Each skill declares prev-skill and next-skill in its frontmatter and explicitly documents:
- Expects from predecessor: what input the skill needs
- Produces for successor: what output the next step will consume
This prevents context loss between steps and makes the workflow composable.
Note
The handoff DAG is machine-verified by tests/test-skill-graph.sh — no cycles, no dangling references, symmetric edges.
| Change type | Steps to run |
|---|---|
| Single-line bug fix (obvious root cause) | 5 |
| Formatting / linting | 5 |
| Dependency version bump | 5, 6 |
| New feature (small, <3 files) | 1, 3, 4, 5, 6 |
| New feature (medium) | 1, 2, 3, 4, 5, 6, 7 |
| New feature (complex / unclear domain) | 0, 1, 2, 3, 4, 5, 6, 7 |
| Refactor (no behavior change) | 2, 3, 4, 5 |
| Architecture change | 0, 1, 2, 3, 4, 5, 6, 7 |
Warning
Never skip /review-ai (Step 5). Every other step has legitimate skip cases; review does not.
These skills complement the pipeline and can run at any point:
Assessment:
-
/cross-verify— 17-question 8-Habit checklist -
/whole-person-check— Body/Mind/Heart/Spirit balance -
/security-check— OWASP Top 10 focused review -
/reflect— post-task retrospective with lesson persistence -
/workflow— interactive guided walkthrough
Meta & Onboarding:
-
/using-8-habits— onboarding decision tree -
/calibrate— maturity self-assessment, verbosity adaptation
Compliance & Audit:
-
/eu-ai-act-check— EU AI Act 9-obligation checklist -
/ai-dev-log— AI development log from git history
- Skills Catalog — all 17 skills with when-to-use guidance
- Habits Reference
- Vibe Coding vs Structured
Source of truth: this wiki is generated from docs/wiki/. Edits made through the GitHub Wiki web UI may be overwritten by the next sync. To change a page, open a PR against the repository source file.
Repository · Issues · README · License
Workflow discipline for AI-assisted development
Start
Workflow
- Overview
- 0 · Research
- 1 · Requirements
- 2 · Design
- 3 · Breakdown
- 4 · Build Brief
- 5 · Review AI
- 6 · Deploy Guide
- 7 · Monitor Setup
Operations
Reference
- Habits Reference
- Maturity Model
- Architecture
- Limitations
- Vibe Coding vs Structured
- Harness Engineering
Project