What documentation format does this skill use?

It generates a standardized directory containing a Markdown-based spec.md for human reading and several JSON files (requirements, context, implementation plan) for machine processing.

Can I resume an interrupted spec creation?

Yes, you can use the --continue flag followed by the spec ID to resume the process exactly where it left off without losing previous research or requirements.

How does it determine task complexity?

The skill automatically selects between Simple (3 phases), Standard (6-7 phases), and Complex (8 phases) based on the scope of the task, though users can also manually force a complexity level.

What is the Auto-Claude spec pipeline?

The spec pipeline is a series of automated phases—such as Discovery, Research, Context, and Planning—that Claude follows to create a comprehensive blueprint for a coding task.

Auto-Claude Spec Manager

Name: Auto-Claude Spec Manager
Author: adaptationio

byadaptationio

0•

Productivity & Workflow

Automates the end-to-end creation and management of technical specifications and implementation plans for autonomous AI builds.

Auto-Claude Spec Manager is a specialized workflow tool designed to bridge the gap between initial ideas and final code. It orchestrates a multi-phase specification pipeline that includes requirement discovery, codebase context analysis, technical research, and granular implementation planning. By dynamically adjusting its process based on task complexity—ranging from simple UI tweaks to complex architectural changes—the skill ensures that Claude has a rock-solid foundation of acceptance criteria and technical constraints before any code is written, significantly reducing errors in autonomous development.

Key Features

01Interactive discovery mode for gathering detailed user requirements

02Comprehensive codebase analysis to map dependencies and affected components

030 GitHub stars

04Dynamic phase selection based on task complexity (Simple, Standard, or Complex)

05Self-critique and validation phases to ensure specification accuracy and completeness

06Automated implementation planning with subtask-based progress tracking

Use Cases

01Managing the lifecycle of technical specs from discovery to build readiness

02Creating step-by-step implementation roadmaps for complex refactoring tasks

03Generating structured documentation and acceptance criteria for new features

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adaptationio/skrillz auto-claude-spec

For use in Claude.ai and ChatGPT

Download Skill