simstim-workflow

Orchestrate an 8-phase development workflow from PRD to code generation with human reviews.

4|1|Updated Feb 12, 2026

Search Tags:#workflow #planning #implementation #development lifecycle #orchestration #hitl

Ready to run

npx skills add https://github.com/0xHoneyJar/loa-hounfour --skill simstim-workflow

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: simstim-workflow
Source: https://github.com/0xHoneyJar/loa-hounfour/tree/main/.claude/skills/simstim-workflow
Command: npx skills add https://github.com/0xHoneyJar/loa-hounfour --skill simstim-workflow

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires simstim-orchestrator.sh, simstim-state.sh, flatline-orchestrator.sh, post-pr-state.sh, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the entire software development lifecycle from initial product requirements to autonomous implementation, integrating human feedback at critical stages to ensure quality and alignment.

Core Features & Use Cases

End-to-End Orchestration: Manages an 8-phase workflow including PRD, SDD, Sprint Planning, and Implementation.
Human-in-the-Loop (HITL) Reviews: Integrates AI-driven adversarial reviews (Flatline Protocol) at each planning stage, allowing human intervention for disputed or blocking findings.
Autonomous Implementation: Delegates code generation and task execution to a separate /run sprint-plan skill after all planning phases are complete.
Use Case: A product manager can initiate a new feature development by simply stating their idea, and the skill will guide them through creating the necessary documentation, incorporating AI feedback, and finally, generating the code.

Quick Start

Use the simstim workflow to build a new authentication feature.

Frequently Asked Questions about simstim-workflow

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

FAQPage Schema

How do I automate the software development lifecycle from requirements to code generation?▼

You can automate the software development lifecycle by orchestrating an 8-phase workflow from product requirements to autonomous implementation. This process manages PRD creation, sprint planning, and code generation while integrating human-in-the-loop reviews at critical planning stages.

What is a human-in-the-loop development workflow and how does it handle AI reviews?▼

A human-in-the-loop development workflow integrates AI-driven adversarial reviews at each planning stage, allowing human intervention for disputed or blocking findings. This ensures quality and alignment by requiring human feedback before autonomous implementation begins.

How do I manage sprint planning and PRD creation for a new feature?▼

You can manage sprint planning and PRD creation by initiating an 8-phase orchestration workflow. Simply state your product idea, and the workflow guides you through generating the necessary documentation, incorporating AI feedback, and preparing for code generation.

Can I resume an interrupted development workflow if an error occurs during sprint planning?▼

Yes, the development workflow supports resume functionality and error handling for interrupted processes. If an error occurs during sprint planning or any of the 8 phases, you can resume the orchestration from the point of interruption without losing progress.

Does the autonomous implementation workflow require a separate skill for code generation?▼

Yes, autonomous implementation delegates code generation and task execution to a separate sprint-plan skill. The workflow handles the planning phases and adversarial reviews, then triggers the separate skill to execute the actual code generation.

When should I use an orchestrated development workflow instead of manual implementation?▼

You should use an orchestrated development workflow when you need end-to-end management from product requirements to autonomous implementation with integrated human-in-the-loop reviews. It is ideal for ensuring quality and alignment through AI adversarial reviews at each planning stage.