What is a 'delta' in the Katachi ecosystem?

A delta represents a specific, atomic unit of work or a feature change defined in the project's DELTAS.md file, allowing for granular tracking and implementation.

Can this skill write code automatically?

Yes, the implement-delta command follows the approved implementation plan autonomously, verifies the code against the design, and runs tests to ensure success.

How does it handle architectural patterns?

The skill monitors for repeated code structures and emerging conventions during implementation, suggesting new Design Engineering Standards (DES) to the user.

Does it manage dependencies between features?

Yes, it performs a pre-check before starting design or implementation to ensure all prerequisite deltas are marked as complete.

How does this skill ensure code quality?

It uses a multi-stage review process where specialized agents (spec-reviewer, design-reviewer, code-reviewer) critique the work at every step against project standards.

Katachi Delta Workflow Orchestrator

Name: Katachi Delta Workflow Orchestrator
Author: asermax

byasermax

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生产力与工作流

Orchestrates the end-to-end software development lifecycle for specific feature deltas, from specification to autonomous implementation.

The Katachi Working on Delta skill provides a structured framework for managing granular code changes, known as deltas, within a project. It automates the progression through critical development phases—specification, design, planning, and implementation—by enforcing standardized templates and orchestrating specialized reviewer agents. This skill ensures that every feature is thoroughly researched, documented according to architectural standards (ADRs and DES), and validated by AI sub-agents before a single line of production code is written, resulting in higher consistency and lower technical debt.

主要功能

01Multi-stage workflow orchestration with automated status tracking in DELTAS.md

02Integrated dependency checking to ensure prerequisite deltas are completed

031 GitHub stars

04Standardized document generation for specs, designs, and implementation plans

05Autonomous implementation mode that follows approved documentation as a source of truth

06Specialized agent dispatching for targeted reviews of design and code

使用场景

01Maintaining architectural alignment across large codebases using ADR and DES patterns

02Scaling complex feature development through a repeatable, high-integrity process

03Automating the transition from high-level requirements to verified technical implementation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add asermax/claude-plugins working-on-delta

For use in Claude.ai and ChatGPT

Download Skill