implement-yolo

Automate Speckit specification implementation with checkpoint-based commits and retryable error handling.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/eliascoelho1/QAUserSearch --skill implement-yolo
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: implement-yolo
Source: https://github.com/eliascoelho1/QAUserSearch/tree/main/.opencode/skills/implement-yolo
Command: npx skills add https://github.com/eliascoelho1/QAUserSearch --skill implement-yolo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automate the end-to-end Speckit specification implementation by orchestrating autonomous cycles, checkpoint commits, and looped iterations until all tasks are complete.

Core Features & Use Cases

  • End-to-end autonomous Speckit implementation loop (yolo mode) that executes until checkpoints are reached and commits are created automatically.
  • Checkpoint detection and incremental progress tracking with isolated subtask runs for clean context.
  • Retryable error handling for lint/type/test failures (up to 3 retries) with explicit remediation prompts.
  • Environment-agnostic orchestration that respects branch context and applies to continuous development pipelines.

Quick Start

Run /implement-yolo to start the autonomous Speckit implementation loop from the current project state.

Frequently Asked Questions about implement-yolo

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

FAQPage Schema
How do I automate Speckit specification implementation end-to-end?

Automate Speckit specification implementation end-to-end by running an autonomous loop that executes tasks, parses checkpoints, and commits progress. This orchestrates continuous development cycles until all subtasks are complete, handling context isolation and retrying errors automatically.

What is checkpoint-based autonomous task execution?

Checkpoint-based autonomous task execution is an orchestration mechanism that tracks incremental progress through isolated subtask runs. It detects specific project milestones, commits them automatically, and ensures clean context before proceeding to the next iteration of the development loop.

How do I handle lint, type, and test errors during automated implementation loops?

Handle lint, type, and test errors during automated implementation loops using built-in retryable error handling. The system catches failures, applies explicit remediation prompts, and retries the execution up to 3 times before stopping the autonomous cycle.

Does autonomous task execution work with continuous development pipelines?

Yes, autonomous task execution works with continuous development pipelines through environment-agnostic orchestration. It respects existing branch context and applies to projects requiring autonomous task execution across multiple iterations without manual intervention.

What are the limitations of running yolo mode for specification implementation?

Running yolo mode for specification implementation operates autonomously without manual intervention, meaning error retries are capped at 3 attempts. If lint, type, or test remediation fails after repeated retries, the automated loop halts and requires developer inspection.