YougLin-devCommunity·15 Agent Skills Included

Aha-Loop

Autonomous project planning, coding, and oversight from one idea

Turns a single paragraph project idea into a complete, working codebase through autonomous planning, research, and execution. Eliminates manual task breakdown, technology research, and code review by running vision building, architecture design, roadmap planning, and PRD execution automatically. Explores multiple implementation approaches in parallel git worktrees and uses an independent oversight committee to monitor quality, repair failures, and keep delivery on track.

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npx skills add YougLin-dev/Aha-Loop --all -g -y

Available:

Instructs the agent on how to run the full autonomous development lifecycle, from vision building and architecture design through PRD execution, parallel exploration, and God Committee oversight.

All Skills in This Repository (15)

Pure Emerald Level Indicators

📦 In Repo

YougLin-dev

research

Extract research topics from prd.json and document findings in the knowledge base.

vision-builder

Guide users through structured questions to generate a project.vision.md document.

doc-review

Scan documentation for staleness and generate cleanup reports.

prd-converter

Convert PRDs into the prd.json schema for Aha Loop.

roadmap

Generate project roadmap JSON and task files from vision and architecture documents.

god-consensus

Guide committee consensus-building for proposals, voting, and decision recording.

vision

Analyzes project.vision.md to generate a standardized project.vision-analysis.md with MVP features and technical implications.

observability

Log AI thoughts and decisions to logs/ai-thoughts.md.

skill-creator

Create standardized Skill templates with mandatory frontmatter and validated resource directories.

parallel-explore

Create isolated git worktrees to explore and compare implementation approaches.

god-member

Provide independent oversight and governance for autonomous AI development workflows.

architect

Design system architecture and select technology stacks into project.architecture.md.

Community

Advanced

Frequently Asked Questions

FAQPage Schema

How to install Aha-Loop?▼

Run `npx skills add YougLin-dev/Aha-Loop --all -g -y` in your terminal to install all skills in this suite globally.

How to build an app from a single idea?▼

Start with the vision-builder skill, which asks guided questions to turn your rough idea into a structured vision document, then the architect and roadmap skills plan the build automatically.

Does Aha-Loop write code without supervision?▼

Yes. The orchestrator runs a five-phase loop of research, exploration, plan review, implementation, and quality checks for each story, while the God Committee monitors progress and can pause, repair, or roll back work.

How does Aha-Loop choose between technical approaches?▼

It uses parallel exploration, creating separate git worktrees where each approach is fully implemented and tested, then evaluates the results and merges the best one.

Does Aha-Loop work with Claude Code and Codex?▼

Yes. All skills follow the standard SKILL.md format and are symlinked into both .claude/skills and .codex/skills, so they work across compatible coding agents.