chore: seal Design Vision v1 and monorepo scaffold
Archive the differentiated YuXinGu product docs, AI engineering system, design contract, and Go/Vue scaffold. Next execution prioritizes Cece-parity over early innovation (see .ai/product/STRATEGY.md). Co-authored-by: Cursor <cursoragent@cursor.com>
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# AI System Evolution Roadmap
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Do **not** build everything at once. Rules have maintenance cost.
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## Phase 1 — Now (shipped)
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- Rules: constitution, architecture, domain, coding, api, database, ui, …
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- ADR, patterns, examples, playbooks
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- Review / DoD / checklists / forbidden / commands / workflow / file-map
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- `ai-contract.md`
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- Cursor runtime: `.cursor/*` → symlink → `.ai/` (no content copy)
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**Invest next engineering time in:** polishing `patterns/`, `examples/`, `playbooks/` while building real features — not more rule files.
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## Phase 2 — When the codebase grows
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Add only when pain appears:
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| Item | Why wait |
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|---|---|
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| `anti-patterns/` | Useful after real mistakes accumulate |
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| `metrics.md` | Numbers matter once CI exists |
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| `quality-gates.md` | Wire when lint/test gates are real |
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| `memory/` (known-bugs, tech-debt, todo) | Fill from actual incidents |
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## Phase 3 — Multi-agent / heavy automation
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| Item | Why wait |
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|---|---|
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| `graph/domain.yaml` | Knowledge graph for relation reasoning |
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| `mcp/*.json` | Structured context servers |
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| `skills/<feature>/` | Packaged feature kits (login, payment, …) |
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Markdown remains human-readable; JSON/YAML for machines — introduce when agents > 1 or retrieval latency hurts.
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## Rule of thumb
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If adding a rule file does not prevent a repeated AI failure this week, **do not add it**.
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