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ai-factory.implement

Execute sequential project plan tasks with persistent progress and patch-based learning.

Updated Mar 31, 2025
Search Tags:#project management#developer tools#workflow automation#implementation#task execution#coding
One-click install
npx skills add https://github.com/spraby/api --skill ai-factory-implement-spraby
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-factory.implement
Source: https://github.com/spraby/api/tree/main/.claude/skills/implement
Command: npx skills add https://github.com/spraby/api --skill ai-factory-implement-spraby

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the execution of development tasks defined in a plan, ensuring progress is tracked, state is preserved across sessions, and lessons from past mistakes are applied.

Core Features & Use Cases

  • Sequential Task Execution: Runs tasks one by one, marking them as in-progress and completed.
  • Progress Persistence: Saves progress automatically, allowing users to resume work across different sessions.
  • Contextual Awareness: Reads project descriptions and past patches to inform implementation decisions.
  • Use Case: When a user says "implement the plan", this skill will pick up the next coding task, execute it, update its status, and prepare for the subsequent task, ensuring the development workflow continues smoothly.

Quick Start

Use the implement skill to start executing tasks from the current plan.

Frequently Asked Questions about ai-factory.implement

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate coding task execution from a project plan?▼

Automate coding task execution by fetching sequential tasks from a project plan, marking them as in-progress, implementing the code, and updating plan file checkboxes immediately upon completion.

Can implementation progress be preserved across different development sessions?▼

Yes, implementation progress is preserved across sessions by automatically saving task status and state, allowing you to resume workflow execution exactly where the previous session left off.

How does contextual awareness work when implementing development tasks?▼

Contextual awareness works by loading project context from DESCRIPTION.md and applying lessons from past fixes stored as patches in the .ai-factory/patches/ directory to inform implementation decisions.

How are blockers and commit checkpoints handled during task execution?▼

Blockers and commit checkpoints are handled natively during task execution, pausing the sequential workflow to resolve impediments and saving progress at commit checkpoints before proceeding to the next task.

Do I need a specific project management format to execute sequential implementation tasks?▼

You need a project plan file with checkboxes for sequential execution, alongside a DESCRIPTION.md file for project context and a .ai-factory/patches/ directory to store past fixes for session continuity.

What is the best way to manage workflow automation for multi-step coding tasks?▼

The best way to manage workflow automation for multi-step coding tasks is using sequential task execution that updates plan file checkboxes immediately, requires configurable logging, and handles blockers and commit checkpoints natively.

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