coder

Implement roadmap tasks across frontend and backend codebases.

Updated Mar 2, 2026

Search Tags:#testing #frontend #validation #implementation #backend #roadmap #coding

Ready to run

npx skills add https://github.com/supermalang/ai-augmented-coding --skill coder-supermalang

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: coder
Source: https://github.com/supermalang/ai-augmented-coding/tree/main/.claude/skills/coder
Command: npx skills add https://github.com/supermalang/ai-augmented-coding --skill coder-supermalang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill turns an active roadmap task into a focused implementation workflow, helping you make the right code changes without drifting beyond the agreed scope or missing project rules.

Core Features & Use Cases

Task-Scoped Implementation: Reads the active task, preserves every acceptance criterion, and limits changes to what the roadmap actually requires.
Frontend and Backend Delivery: Supports UI work, API work, and mixed full-stack changes while following the project’s established conventions.
Guarded Engineering Workflow: Checks context, schema impact, permissions, validation, audit logging, and verification steps before handoff.
Use Case: A developer needs to deliver a customer-facing feature from the backlog, update the related API, and verify the change without touching unrelated files.

Quick Start

Use the coder skill to implement the current roadmap task and keep the work strictly aligned with its acceptance criteria.

Frequently Asked Questions about coder

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I implement roadmap tasks without drifting beyond the agreed scope?▼

Task-scoped implementation reads the active task, preserves every acceptance criterion, and limits code changes to what the roadmap requires. It applies safe guardrails to prevent scope drift while enforcing project conventions for authentication and validation.

Can I use a single workflow for full-stack feature implementation across UI and API layers?▼

Full-stack implementation supports mixed UI and API work by following the project's established conventions. It applies safe guardrails to ensure surgical changes across both frontend and backend codebases without touching unrelated files.

What is the best way to enforce project conventions for authentication and validation during feature delivery?▼

A guarded engineering workflow enforces project conventions for authentication and validation by checking context, schema impact, permissions, and audit logging. This ensures feature delivery meets project-specific rules before handoff verification.

How do I verify roadmap task changes before handoff to prevent breaking existing data scoping rules?▼

Verify roadmap task changes by running built-in verification checks that validate data scoping, permissions, and audit logging before handoff. This guarded workflow ensures your implementation meets all acceptance criteria safely.

Does this implementation workflow support both frontend component libraries and backend audit logging?▼

The implementation workflow supports frontend component libraries and backend audit logging by enforcing project-specific conventions across both layers. It reads project context to apply surgical changes that align with established UI and API guardrails.