Plan and execute Convex schema migrations safely with zero-downtime data transformations.
Works with
Covers safe additive changes (optional fields, new tables, indexes) that require no migration code, and breaking changes (required fields, type changes, renames) that need custom migration functions
Provides patterns for batch processing, scheduled migrations via cron jobs, and dual-write strategies to maintain app availability during transitions
Includes complete examples for common scenarios:
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionmigration-helperExecute the skills CLI command in your project's root directory to begin installation:
Fetches migration-helper from get-convex/agent-skills and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate migration-helper. Access via /migration-helper in your agent's command palette.
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your environment. Always review source, verify the publisher, and test in isolation before production.
Submit your Claude Code skill and start earning
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
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Safely migrate Convex schemas and data when making breaking changes.
// Before
users: defineTable({
name: v.string(),
})
// After - Safe! New field is optional
users: defineTable({
name: v.string(),
bio: v.optional(v.string()),
})
// Safe to add completely new tables
posts: defineTable({
userId: v.id("users"),
title: v.string(),
}).index("by_user", ["userId"])
// Safe to add indexes at any time
users: defineTable({
name: v.string(),
email: v.string(),
})
.index("by_email", ["email"]) // New index
Problem: Existing documents won't have the new field.
Solution: Add as optional first, backfill data, then make required.
// Step 1: Add as optional
users: defineTable({
name: v.string(),
email: v.optional(v.string()), // Start optional
})
// Step 2: Create migration
import { internalMutation } from "./_generated/server";
import { v } from "convex/values";
export const backfillEmails = internalMutation({
args: {},
handler: async (ctx) => {
const users = await ctx.db.query("users").collect();
for (const user of users) {
if (!user.email) {
await ctx.db.patch(user._id, {
email: `user-${user._id}@example.com`, // Default value
});
}
}
},
});
// Step 3: Run migration via dashboard or CLI
// npx convex run migrations:backfillEmails
// Step 4: Make field required (after all data migrated)
users: defineTable({
name: v.string(),
email: v.string(), // Now required
})
Example: Change tags: v.array(v.string()) to separate table
// Step 1: Create new structure (additive)
tags: defineTable({
name: v.string(),
}).index("by_name", ["name"]),
postTags: defineTable({
postId: v.id("posts"),
tagId: v.id("tags"),
})
.index("by_post", ["postId"])
.index("by_tag", ["tagId"]),
// Keep old field as optional during migration
posts: defineTable({
title: v.string(),
tags: v.optional(v.array(v.string())), // Keep temporarily
})
// Step 2: Write migration
export const migrateTags = internalMutation({
args: { batchSize: v.optional(v.number()) },
handler: async (ctx, args) => {
const batchSize = args.batchSize ?? 100;
const posts = await ctx.db
.query("posts")
.filter(q => q.neq(q.field("tags"), undefined))
.take(batchSize);
for (const post of posts) {
if (!post.tags || post.tags.length === 0) {
await ctx.db.patch(post._id, { tags: undefined });
continue;
}
// Create tags and relationships
for (const tagName of post.tags) {
// Get or create tag
let tag = await ctx.db
.query("tags")
.withIndex("by_name", q => q.eq("name", tagName))
.✓Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
✓Save 3-5 hours/week on communication overhead
Implementation Guide
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Steps
- 1Install product management skill
- 2Start with user story generation for known feature
- 3Progress to competitive analysis: research 2-3 competitors
- 4Use for roadmap prioritization: apply RICE/ICE scoring
- 5Draft stakeholder communications and refine based on feedback
- 6Build template library for recurring PM tasks
- 7Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This
✓ Use when
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid when
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
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4.7★★★★★62 reviews- AAlexander Taylor★★★★★Dec 24, 2024
Registry listing for migration-helper matched our evaluation — installs cleanly and behaves as described in the markdown.
- AAisha Huang★★★★★Dec 20, 2024
Keeps context tight: migration-helper is the kind of skill you can hand to a new teammate without a long onboarding doc.
- SShikha Mishra★★★★★Dec 16, 2024
migration-helper has been reliable in day-to-day use. Documentation quality is above average for community skills.
- GGanesh Mohane★★★★★Dec 12, 2024
migration-helper is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- AAlexander Thomas★★★★★Nov 23, 2024
migration-helper fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- AAlexander Wang★★★★★Nov 19, 2024
migration-helper is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- CCarlos Sanchez★★★★★Nov 15, 2024
migration-helper reduced setup friction for our internal harness; good balance of opinion and flexibility.
- AAlexander Anderson★★★★★Nov 11, 2024
I recommend migration-helper for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- HHana Li★★★★★Nov 11, 2024
migration-helper is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- YYash Thakker★★★★★Nov 7, 2024
Solid pick for teams standardizing on skills: migration-helper is focused, and the summary matches what you get after install.
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