incremental-implementation SKILL.md skillA

incremental-implementation from hamza-ali-shahjahan/hamzaish is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

mdr add hamza-ali-shahjahan/hamzaish/incremental-implementation@git:20260627.bd6e9ea

Pins git:20260627.bd6e9ea in mdr.lock. Pin the fingerprint instead.

Audit grade

A, 17 of 17 checks passed

Kind

SKILL.md skill

Repository

hamza-ali-shahjahan/hamzaish

Path

factory/skills/incremental-implementation/SKILL.md

Versions recorded

1

Latest version

git:20260627.bd6e9ea, committed Jun 27, 2026

Size

8,469 bytes

Repository stars

11

License

MIT

Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of code at once, or when a task feels too big to land in one step.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Incremental Implementation

## Overview

Build in thin vertical slices — implement one piece, test it, verify it, then expand. Avoid implementing an entire feature in one pass. Each increment should leave the system in a working, testable state. This is the execution discipline that makes large features manageable.

## When to Use

- Implementing any multi-file change
- Building a new feature from a task breakdown
- Refactoring existing code
- Any time you're tempted to write more than ~100 lines before testing

**When NOT to use:** Single-file, single-function changes where the scope is already minimal.

## The Increment Cycle

```
┌──────────────────────────────────────┐
│                                      │
│   Implement ──→ Test ──→ Verify ──┐  │
│       ▲                           │  │
│       └───── Commit ◄─────────────┘  │
│              │                       │
│              ▼                       │
│          Next slice                  │
│                                      │
└──────────────────────────────────────┘
```

For each slice:

1. **Implement** the smallest complete piece of functionality
…

Read the whole file at its exact version.

How to install

mdr add hamza-ali-shahjahan/hamzaish/incremental-implementation@sha256:7ec8f20fb9b9b443

[![mdr](https://markdownregistry.com/badge/art_q6ssnahezarwkm4f.svg)](https://markdownregistry.com/a/art_q6ssnahezarwkm4f)

Versions

The registry has recorded 1 version of this file, committed on Jun 27, 2026.

Audit of the latest version

Source

API

GET https://markdownregistry.com/api/v1/artifacts/art_q6ssnahezarwkm4f
GET https://markdownregistry.com/api/v1/resolve?ref=hamza-ali-shahjahan/hamzaish/incremental-implementation
GET https://markdownregistry.com/api/v1/blob/7ec8f20fb9b9b44370aea0cb1f4a1bf260f320e5f4f157017e87e0d4b311a15f

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from hamza-ali-shahjahan/hamzaish

Every file in hamza-ali-shahjahan/hamzaish

Other files named incremental-implementation

Browse by kind, by grade A, or by owner.