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simstim

Orchestrate HITL Loa development from PRD through sprint execution with Flatline gates.

1|1|Updated Dec 30, 2025
Search Tags:#workflow#validation#orchestration#sdd#prd#sprint#hitl
One-click install
npx skills add https://github.com/0xHoneyJar/loa-constructs --skill simstim
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: simstim
Source: https://github.com/0xHoneyJar/loa-constructs/tree/main/.claude/skills/simstim-workflow
Command: npx skills add https://github.com/0xHoneyJar/loa-constructs --skill simstim

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Simstim provides a hands-on HITL accelerated workflow to orchestrate the entire Loa development cycle (PRD → SDD → Sprint → Run) with integrated Flatline reviews and post-PR validation, ensuring traceability and human-guided quality control.

Core Features & Use Cases

  • End-to-end orchestration of PRD, SDD, sprint planning, and autonomous execution with HITL checkpoints.
  • Supports optional design reviews (Bridgebuilder) and security reviews (Red Team) with gated handoffs to sprint work.
  • Generates and tracks artifacts in grimoires (prd.md, sdd.md, sprint.md) and coordinates run-mode synchronization for PR execution.
  • Use Case: Teams start from PRD, refine through Flatline reviews, plan a sprint, and hand off to autonomous execution, with human oversight at critical gates.

Quick Start

Start a full simstim workflow from scratch to orchestrate PRD, SDD, sprint planning, and autonomous run with HITL gates.

Frequently Asked Questions about simstim

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

FAQPage Schema
What is HITL workflow orchestration for sprint planning and autonomous execution?▼

HITL workflow orchestration coordinates an end-to-end development lifecycle from PRD to implementation, integrating evidence reviews and autonomous execution with human-in-the-loop gates at critical sprint checkpoints.

How do I orchestrate a development cycle from PRD to autonomous run?▼

Orchestrate a development cycle by generating artifacts like prd.md and sdd.md, tracking phases through Flatline reviews, planning sprints, and synchronizing run-mode for autonomous PR execution.

Can I integrate security and design reviews before sprint execution?▼

Yes, the workflow supports optional design reviews and security reviews with gated handoffs, ensuring human oversight and validation are completed before autonomous sprint execution begins.

Does sprint planning support state synchronization with autonomous run modes?▼

Sprint planning applies state synchronization with run-mode execution, coordinating artifact generation and phase tracking to align sprint plans with autonomous PR execution cycles.

When do I need Flatline gates in a sprint planning workflow?▼

Flatline gates are needed during evidence reviews and post-PR validation to enforce human-guided quality control, ensuring traceability before handing off to autonomous execution across multiple cycles.

What artifacts does PRD and SDD orchestration generate for sprint tracking?▼

PRD and SDD orchestration generates and tracks artifacts in grimoires, specifically prd.md, sdd.md, and sprint.md, using frontmatter-driven metadata to maintain phase synchronization.

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