help
Reflection-first problem solving methodology for Convex development. Use before implementing any solution to ensure proper root cause analysis, 98% code confidence, and minimal change scope.
Best use case
help is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Reflection-first problem solving methodology for Convex development. Use before implementing any solution to ensure proper root cause analysis, 98% code confidence, and minimal change scope.
Teams using help should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/help/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How help Compares
| Feature / Agent | help | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Reflection-first problem solving methodology for Convex development. Use before implementing any solution to ensure proper root cause analysis, 98% code confidence, and minimal change scope.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Core Development Guidelines Skill Deep reflection and problem-solving methodology for full-stack Convex development. ## 1. Reflect deeply before acting Before implementing any solution, follow this process: 1. **Reflect**: Carefully consider why the current implementation may not be working 2. **Identify**: What's missing, incomplete, or incorrect based on the request 3. **Theorize**: Different possible sources of the problem or areas requiring updates 4. **Distill**: Narrow down to 1-2 most probable root causes or solutions 5. **Proceed**: Only move forward after clear understanding **Never assume.** If anything is unclear, ask questions and clarify. ## 2. Convex implementation guidelines ### Core principles **Direct mutation pattern:** - Use direct mutation calls with plain objects - Create dedicated mutation functions that map form fields to database fields - Form field names should exactly match database field names when applicable **Best practices:** - Patch directly without reading first - Use indexed queries for ownership checks (not `ctx.db.get()`) - Make mutations idempotent with early returns - Use timestamp-based ordering for new items - Use `Promise.all()` for parallel independent operations to avoid write conflicts ### Essential documentation **Functions:** - Mutations: https://docs.convex.dev/functions/mutation-functions - Queries: https://docs.convex.dev/functions/query-functions - Validation: https://docs.convex.dev/functions/validation - General: https://docs.convex.dev/functions **Core concepts:** - Zen of Convex: https://docs.convex.dev/understanding/zen - TypeScript best practices: https://docs.convex.dev/understanding/best-practices/typescript - Best practices: https://docs.convex.dev/understanding/best-practices/ - Schema validation: https://docs.convex.dev/database/schemas **Authentication:** - WorkOS AuthKit: https://workos.com/docs/authkit/vanilla/nodejs - WorkOS docs: https://workos.com/docs - Convex + WorkOS setup: https://docs.convex.dev/auth/authkit/ ## 3. Change scope and restrictions ### What to update - Update Convex schema if needed - Only update files directly necessary to fix the original request - When tasks touch changelog.md, changelog page, or files.md: - Run `git log --date=short` to check commit history - Set release dates to match real commit timeline - No placeholders or future months ### What NOT to change - Do not change UI, layout, design, or color styles unless specifically instructed - Preserve all admin dashboard sections and frontend components unless explicitly told to update - Never remove sections, features, or components unless directly requested ## 4. UI/UX guidelines ### Design system compliance **For pop-ups, alerts, modals, warnings, notifications, and confirmations:** - Always follow the site's existing design system - Never use browser default pop-ups - Use site design system components only ### Follow Vercel guidelines https://raw.githubusercontent.com/vercel-labs/web-interface-guidelines/refs/heads/main/AGENTS.md ## 5. Documentation policy **IMPORTANT:** Do NOT create documentation files unless explicitly instructed. **Banned unless requested:** - README.md - CONTRIBUTING.md - SUMMARY.md - USAGE_GUIDELINES.md You may include a brief summary in responses, but don't create separate documentation files. **Formatting rules:** - Never use emojis in readme or app unless instructed ## 6. Code confidence requirement **98% confidence rule:** Don't write any code until you're very confident (98% or more) in what needs to be done. If unclear, ask for more information. ## Quick reference checklist Before writing code: - [ ] Have I reflected on the root cause? - [ ] Do I understand what's actually broken? - [ ] Am I 98% confident in the solution? - [ ] Am I only changing files that need to change? - [ ] Am I preserving existing UI/features not mentioned? - [ ] Am I using the site's design system (not browser defaults)? - [ ] Am I following Convex mutation best practices? - [ ] Have I checked the relevant docs? When uncertain: - [ ] Ask clarifying questions - [ ] Don't assume - [ ] Reference documentation - [ ] Narrow down to 1-2 most likely solutions
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