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softaworks avatar

Frontend To Backend Requirements

softaworks/agent-toolkit
663 installs2.3k stars
Summary

This is for when you're building a UI and need to tell backend what data you need without overstepping into their territory. It writes structured markdown docs that describe what information shows on screen, what actions users can take, and what states you need to handle, but deliberately avoids specifying endpoints, field names, or API structure. The format includes sections for uncertainties and explicit invitations for pushback, which honestly feels like teaching people how to communicate rather than just documenting requirements. Everything goes into `.claude/docs/ai/<feature-name>/backend-requirements.md`. Works best if both sides actually read it and update the discussion log, otherwise you're just writing docs into the void.

Install to Claude Code

npx -y skills add softaworks/agent-toolkit --skill frontend-to-backend-requirements --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Categories
Frontend DevelopmentBackend & APIsAI & Agent Building
First SeenJun 3, 2026
View on GitHub

More from softaworks/agent-toolkit

All 43 skills →
  • Design System Starter660
  • Mui659
  • Excalidraw653
  • Perplexity646
  • Web To Markdown633
  • Datadog Cli597
  • Mermaid Diagrams4.7k
  • Humanizer4.2k
  • Qa Test Planner4.1k
  • Database Schema Designer4.1k
  • Writing Clearly And Concisely4.1k
  • Skill Judge4k
  • Agent Md Refactor4k
  • C4 Architecture4k
  • Session Handoff4k
  • Crafting Effective Readmes4k
  • Commit Work4k
  • Marp Slide4k
  • Codex3.9k
  • Professional Communication3.9k
  • Dependency Updater3.9k
  • Reducing Entropy3.9k
  • Ship Learn Next3.9k
  • Command Creator3.9k

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