incremental-implementation from seaworld008/commonly-used-high-value-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
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
…
The line at the top of this page pins the label v1.0.4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_r5mp5xdpjdymy7sq
GET https://markdownregistry.com/api/v1/resolve?ref=seaworld008/commonly-used-high-value-skills/incremental-implementation
GET https://markdownregistry.com/api/v1/blob/b3b27039df63f3fbd73a5a1a686895c6836bf692f2dbba660794af2b385eb842
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.
seaworld008/commonly-used-high-value-skills · openclaw-skills/agent-browser/SKILL.md · Use when an agent needs real browser automation for semantic element targeting, form interaction, screenshots…
seaworld008/commonly-used-high-value-skills · openclaw-skills/agent-designer/SKILL.md · Design AI agent responsibilities, tools, memory, orchestration, and evaluation when defining an agent architecture or…
seaworld008/commonly-used-high-value-skills · openclaw-skills/algorithmic-art/SKILL.md · Create original generative art with p5.js, seeded randomness, flow fields, particles, and interactive parameters when…
seaworld008/commonly-used-high-value-skills · openclaw-skills/api-and-interface-design/SKILL.md · Design REST/GraphQL APIs, module interfaces, and type contracts when creating endpoints or changing public boundaries.
seaworld008/commonly-used-high-value-skills · openclaw-skills/api-design-reviewer/SKILL.md · Use when reviewing API designs for consistency, usability, versioning, error semantics, security, backward…
addyosmani/agent-skills · skills/incremental-implementation/SKILL.md · Delivers changes incrementally in thin, verifiable slices. Use when implementing any feature or change that touches…
shashankswe2020-ux/whoop-mcp · .github/skills/incremental-implementation/SKILL.md · Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-forgecat/skills/incremental-implementation/SKILL.md · Delivers changes incrementally in thin, verifiable slices. Use when implementing any feature or change that touches…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-claude/.claude/skills/incremental-implementation/SKILL.md · Delivers changes incrementally in thin, verifiable slices. Use when
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-forgecat/platforms/cursor/.cursor/skills/incremental-implementation/SKILL.md · Delivers changes incrementally in thin, verifiable slices. Use when implementing any feature or change that touches…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-cursor/.cursor/skills/incremental-implementation/SKILL.md · Delivers changes incrementally in thin, verifiable slices. Use when implementing any feature or change that touches…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-forgecat/platforms/codex/.agents/skills/incremental-implementation/SKILL.md · Delivers changes incrementally in thin, verifiable slices. Use when implementing any feature or change that touches…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-codex/.agents/skills/incremental-implementation/SKILL.md · Delivers changes incrementally in thin, verifiable slices. Use when implementing any feature or change that touches…