idea-analogist
想法群聊室 — 类比者角色。被 idea-team 主编排器调用,或用户单独说"类比一下"、"别的行业有没有"、"yes-and 扩展"、"X 让你想到什么"、"跨界启示"时触发。**专门做跨界类比 + yes-and…
Design and verify data contracts, schema changes, migrations, rollbacks, backfills, compatibility windows, tenant isolation, and API-to-database field mapping. Use when changing database schema, event payloads, persisted documents, analytics tables, multi-tenant data boundaries,
Claude Code
$ npx -y skills add majiayu000/spellbook --skill data-contract-migrations --agent claude-code
Codex
$ npx skills add majiayu000/spellbook --skill data-contract-migrations -a codex -y
Cursor
$ npx skills add majiayu000/spellbook --skill data-contract-migrations -a cursor -y
Gemini CLI
$ npx skills add majiayu000/spellbook --skill data-contract-migrations -a gemini-cli -y
GitHub Copilot
$ npx skills add majiayu000/spellbook --skill data-contract-migrations -a github-copilot -y
OpenCode
$ npx skills add majiayu000/spellbook --skill data-contract-migrations -a opencode -y
Windsurf
$ npx skills add majiayu000/spellbook --skill data-contract-migrations -a windsurf -y
name: data-contract-migrations description: Design and verify data contracts, schema changes, migrations, rollbacks, backfills, compatibility windows, tenant isolation, and API-to-database field mapping. Use when changing database schema, event payloads, persisted documents, analytics tables, multi-tenant data boundaries, or any user-visible data contract where silent fallback or undeclared fields would be dangerous.
Use this skill when data shape changes can break reads, writes, reports, tenants, or integrations. The goal is an explicit compatibility and migration plan, not just a SQL diff.
Gather these facts before proposing changes:
1. Current schema, models, serializers, API contracts, and persisted samples. 2. Writers and readers of each field. 3. Migration tool and rollback support. 4. Data volume, tenant boundaries, and backfill cost. 5. Required zero-downtime or maintenance-window constraints. 6. Existing tests or fixtures that prove compatibility.
If the current data does not contain a field, treat it as absent. Do not invent fallback fields.
Use expand-migrate-contract for production systems:
1. Expand: add nullable columns, new tables, new enum values, or versioned payloads without breaking old readers. 2. Dual-write or adapter: write both old and new forms when needed. 3. Backfill: migrate historical data with batching, checkpoints, and retry behavior. 4. Read switch: move readers to the new contract after verification. 5. Contract: remove old fields only after the compatibility window and rollback risk pass.
For small systems, a direct migration is acceptable only when downtime, rollback, and data loss risks are explicitly low.
Every plan must include:
contract_change: affected_readers_writers: migration_strategy: backfill_plan: rollback_or_recovery: tenant_and_security_checks: verification_queries: test_commands: release_gate:
Raise errors for missing critical data rather than warning and falling back to incomplete output.
想法群聊室 — 类比者角色。被 idea-team 主编排器调用,或用户单独说"类比一下"、"别的行业有没有"、"yes-and 扩展"、"X 让你想到什么"、"跨界启示"时触发。**专门做跨界类比 + yes-and…
想法群聊室 — 反方角色。被 idea-team 主编排器调用,或用户单独说"反方意见"、"挑这个想法的刺"、"为什么会失败"、"找漏洞 / 反例"、"devil's…
想法群聊室 — 调研员角色。被 idea-team 主编排器调用,或用户单独说"调研一下 X"、"X 的现状/竞品/数据"、"找 2026 数据"、"事实底"时触发。**用 WebSearch 拉真实 2026…
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端到端产品教练 — 把一句话想法走到 PRD + 可点击 HTML 原型。会顶嘴、强制砍功能、用 Nielsen + Norman 做友好性硬检。Use when user 说"我有一个想法"、"想做一个产品"、"做 MVP"、"写…
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