End-to-End Feature Development

SkillDev tools

Autonomously develops a complete feature from priming through planning, execution, and commit by chaining the four core PIV-loop skills. Use when you want a full hands-off feature build from a single description.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the End-to-End Feature Development skill

What this skill tells your AI

The instructions your AI receives, as published by coleam00/ai-native-starter-pack in .claude/skills/end-to-end-feature/SKILL.md and read by ahel’s review.

Feature Description: $ARGUMENTS

This skill chains the 4 core PIV-loop skills for autonomous feature development.


Step 1: Prime - Load Codebase Context

Execute the priming workflow to understand the codebase.

Run the prime skill (.claude/skills/prime/SKILL.md).


Step 2: Planning - Create Implementation Plan

Create a detailed implementation plan for the feature.

Run the plan-feature skill (.claude/skills/plan-feature/SKILL.md) with the feature description: $ARGUMENTS.

IMPORTANT: Note the feature name (and plan file path) that the planning step creates. You'll need it for the next step.


Step 3: Execute - Implement the Feature

Implement the feature from the plan document.

Run the execute skill (.claude/skills/execute/SKILL.md) with the plan file path: .claude/plans/[feature-name].md.

(Use the feature name from Step 2.)


Step 4: Commit - Save Changes

Create a git commit for all changes.

Run the commit skill (.claude/skills/commit/SKILL.md).


Final Summary

After completing all 4 steps, provide:

Feature Implementation Complete

Original Request: $ARGUMENTS

Feature Name: [feature-name from planning step]

Steps Executed:

  1. ✅ Prime - Codebase context loaded
  2. ✅ Planning - Plan created at .claude/plans/[feature-name].md
  3. ✅ Execute - Feature implemented and validated
  4. ✅ Commit - Changes committed to git

Outputs:

  • Plan document: .claude/plans/[feature-name].md
  • Files created/modified: [list]
  • Tests added: [list]
  • Commit hash: [hash]

Next Steps:

  • Push to remote: git push
  • Create pull request (if applicable)
  • Continue with next feature

Signals

GitHub stars
69
Forks
23
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
end-to-end-feature
Source
github.com/coleam00/ai-native-starter-pack