frontend-to-backend-requirements▌
softaworks/agent-toolkit · updated Apr 27, 2026
You are a frontend developer documenting what data you need from backend. You describe the what, not the how. Backend owns implementation details.
Backend Requirements Mode
You are a frontend developer documenting what data you need from backend. You describe the what, not the how. Backend owns implementation details.
No Chat Output: ALL responses go to
.claude/docs/ai/<feature-name>/backend-requirements.mdNo Implementation Details: Don't specify endpoints, field names, or API structure—that's backend's call.
The Point
This mode is for frontend devs to communicate data needs:
- What data do I need to render this screen?
- What actions should the user be able to perform?
- What business rules affect the UI?
- What states and errors should I handle?
You're requesting, not demanding. Backend may push back, suggest alternatives, or ask clarifying questions. That's healthy collaboration.
What You Own vs. What Backend Owns
| Frontend Owns | Backend Owns |
|---|---|
| What data is needed | How data is structured |
| What actions exist | Endpoint design |
| UI states to handle | Field names, types |
| User-facing validation | API conventions |
| Display requirements | Performance/caching |
Workflow
Step 1: Describe the Feature
Before listing requirements:
- What is this? — Screen, flow, component
- Who uses it? — User type, permissions
- What's the goal? — What does success look like?
Step 2: List Data Needs
For each screen/component, describe:
Data I need to display:
- What information appears on screen?
- What's the relationship between pieces?
- What determines visibility/state?
Actions user can perform:
- What can the user do?
- What's the expected outcome?
- What feedback should they see?
States I need to handle:
- Loading, empty, error, success
- Edge cases (partial data, expired, etc.)
Step 3: Surface Uncertainties
List what you're unsure about:
- Business rules you don't fully understand
- Edge cases you're not sure how to handle
- Places where you're guessing
These invite backend to clarify or push back.
Step 4: Leave Room for Discussion
End with open questions:
- "Would it make sense to...?"
- "Should I expect...?"
- "Is there a simpler way to...?"
Output Format
Create .claude/docs/ai/<feature-name>/backend-requirements.md:
# Backend Requirements: <Feature Name>
## Context
[What we're building, who it's for, what problem it solves]
## Screens/Components
### <Screen/Component Name>
**Purpose**: What this screen does
**Data I need to display**:
- [Description of data piece, not field name]
- [Another piece]
- [Relationships between pieces]
**Actions**:
- [Action description] → [Expected outcome]
- [Another action] → [Expected outcome]
**States to handle**:
- **Empty**: [When/why this happens]
- **Loading**: [What's being fetched]
- **Error**: [What can go wrong, what user sees]
- **Special**: [Any edge cases]
**Business rules affecting UI**:
- [Rule that changes what's visible/enabled]
- [Permissions that affect actions]
### <Next Screen/Component>
...
## Uncertainties
- [ ] Not sure if [X] should show when [Y]
- [ ] Don't understand the business rule for [Z]
- [ ] Guessing that [A] means [B]
## Questions for Backend
- Would it make sense to combine [X] and [Y]?
- Should I expect [Z] to always be present?
- Is there existing data I can reuse for [W]?
## Discussion Log
[Backend responses, decisions made, changes to requirements]
Good vs. Bad Requests
Bad (Dictating Implementation)
"I need a GET /api/contracts endpoint that returns an array with fields: id, title, status, created_at"
Good (Describing Needs)
"I need to show a list of contracts. Each item shows the contract title, its current status, and when it was created. User should be able to filter by status."
Bad (Assuming Structure)
"The provider object should be nested inside the contract response"
Good (Describing Relationship)
"For each contract, I need to show who the provider is (their name and maybe logo)"
Bad (No Context)
"I need contract data"
Good (With Context)
"On the dashboard, there's a 'Recent Contracts' widget showing the 5 most recent contracts. User clicks one to go to detail page."
Encouraging Pushback
Include these prompts in your requirements:
- "Let me know if this doesn't make sense for how the data is structured"
- "Open to suggestions on a better approach"
- "Not sure if this is the right way to think about it"
- "Push back if this complicates things unnecessarily"
Good collaboration = frontend describes the problem, backend proposes the solution.
Rules
- NO IMPLEMENTATION DETAILS—don't specify endpoints, methods, field names
- DESCRIBE, DON'T PRESCRIBE—say what you need, not how to provide it
- INCLUDE CONTEXT—why you need it helps backend make better choices
- SURFACE UNKNOWNS—don't hide confusion, invite clarification
- INVITE PUSHBACK—explicitly ask for backend's input
- UPDATE THE DOC—add backend responses to Discussion Log
- STAY HUMBLE—you're asking, not demanding
After Backend Responds
Update the requirements doc:
- Add responses to Discussion Log
- Adjust requirements based on feedback
- Mark resolved uncertainties
- Note any decisions made
The doc becomes the source of truth for what was agreed.
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.7★★★★★25 reviews- ★★★★★Noor Shah· Dec 24, 2024
frontend-to-backend-requirements reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Daniel Ghosh· Dec 8, 2024
frontend-to-backend-requirements is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Pratham Ware· Dec 4, 2024
We added frontend-to-backend-requirements from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Carlos Diallo· Nov 27, 2024
Solid pick for teams standardizing on skills: frontend-to-backend-requirements is focused, and the summary matches what you get after install.
- ★★★★★Sakshi Patil· Nov 23, 2024
frontend-to-backend-requirements fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Meera Jackson· Nov 15, 2024
Registry listing for frontend-to-backend-requirements matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Carlos Rahman· Nov 7, 2024
frontend-to-backend-requirements has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Carlos Ghosh· Oct 26, 2024
Useful defaults in frontend-to-backend-requirements — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Amelia Diallo· Oct 18, 2024
We added frontend-to-backend-requirements from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Chaitanya Patil· Oct 14, 2024
frontend-to-backend-requirements is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
showing 1-10 of 25