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Each domain contains reference docs, best practices, and agent skill blueprints.\ndepartment: engineering, rd, finance, operations\ncategory: knowledge\ntags: [domains, reference, ai, database, frontend, finance, google, pos]\n---\n\n# Domain Skills Library\n\n**Repo:** `ecosystem\u002Fskills\u002Fdomains`\n**Type:** Knowledge base \u002F skill blueprints\n**Department:** Cross-functional (Engineering, Finance, Ops)\n**Tier:** 2 — reference and blueprint ready\n\n## What it is\n\nA structured library of domain-specific skill references across 6 business\u002Ftechnical domains. Each domain directory contains reference documents, best-practice guides, and agent skill blueprints.\n\n## Domains\n\n### `ai-integration\u002F`\n| File | Content |\n|------|---------|\n| `agentic-architectures-reference.md` | Multi-agent architectures, orchestration patterns |\n| `vercel-ai-sdk-reference.md` | Vercel AI SDK integration for Next.js |\n\n### `databases\u002F`\n| File | Content |\n|------|---------|\n| `prisma-orm-reference.md` | Prisma ORM with TypeScript, migrations |\n| `supabase-postgres-best-practices.md` | Supabase performance, RLS, indexing |\n| `supabase-agent-skills\u002F` | Supabase agent skill sub-collection |\n\n### `finance\u002F`\n| File | Content |\n|------|---------|\n| `cost-manager-skill.md` | AI cost optimization, budget firewall |\n| `edge-compute-patterns.md` | Edge computing cost efficiency |\n\n### `frontend\u002F`\n| File | Content |\n|------|---------|\n| `antd-reference.md` | Ant Design component reference |\n| `fsd-architectural-linter.md` | Feature-Sliced Design linter |\n| `hitl-gateway-enforcer.md` | Human-in-the-loop gateway patterns |\n| `shadcn-ui-reference.md` | shadcn\u002Fui component library reference |\n\n### `google-workspace\u002F`\n| File | Content |\n|------|---------|\n| `gas-skill.md` | Google Apps Script skill blueprint |\n| `sheets-performance-optimization.md` | Google Sheets optimization |\n| `sheets-skill.md` | Sheets agent skill |\n\n### `pos\u002F`\n| File | Content |\n|------|---------|\n| `pos-event-sourcing-auditor.md` | POS system event sourcing + audit trail |\n\n## OmniClaw Integration\n- **Used by:** All dept agents for domain-specific guidance\n- **Knowledge Browser:** Accessible via ClawTask Knowledge Browser panel\n- **FAST_INDEX:** Each domain's key docs indexed in FAST_INDEX.json\n- **Agent query:** `GET \u002Fapi\u002Fbrain\u002Fknowledge\u002Fread?file=\u003Cfilename>`\n","# Domain Skills Library\n\n**Repo:** `ecosystem\u002Fskills\u002Fdomains`\n**Type:** Knowledge base \u002F skill blueprints\n**Department:** Cross-functional (Engineering, Finance, Ops)\n**Tier:** 2 — reference and blueprint ready\n\n## What it is\n\nA structured library of domain-specific skill references across 6 business\u002Ftechnical domains. Each domain directory contains reference documents, best-practice guides, and agent skill blueprints.\n\n## Domains\n\n### `ai-integration\u002F`\n| File | Content |\n|------|---------|\n| `agentic-architectures-reference.md` | Multi-agent architectures, orchestration patterns |\n| `vercel-ai-sdk-reference.md` | Vercel AI SDK integration for Next.js |\n\n### `databases\u002F`\n| File | Content |\n|------|---------|\n| `prisma-orm-reference.md` | Prisma ORM with TypeScript, migrations |\n| `supabase-postgres-best-practices.md` | Supabase performance, RLS, indexing |\n| `supabase-agent-skills\u002F` | Supabase agent skill sub-collection |\n\n### `finance\u002F`\n| File | Content |\n|------|---------|\n| `cost-manager-skill.md` | AI cost optimization, budget firewall |\n| `edge-compute-patterns.md` | Edge computing cost efficiency |\n\n### `frontend\u002F`\n| File | Content |\n|------|---------|\n| `antd-reference.md` | Ant Design component reference |\n| `fsd-architectural-linter.md` | 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