loop1-ideation-pipeline

Coordinate Scout, Refiner, and exit-check cycles for iterative ideation refinement.

Updated Apr 19, 2026

Search Tags:#workflow #research #ideation #orchestration #case-management #loop #literature-scout

Ready to run

npx skills add https://github.com/YurainSoon/research-director --skill loop1-ideation-pipeline

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: loop1-ideation-pipeline
Source: https://github.com/YurainSoon/research-director/tree/main/.claude/skills/loop1-ideation-pipeline
Command: npx skills add https://github.com/YurainSoon/research-director --skill loop1-ideation-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

The Loop 1 ideation pipeline coordinates the Main Agent's guidance across Scout, Refiner, and exit-check steps, enabling orderly, repeatable ideation refinement without exposing intermediate artifacts to the manager.

Core Features & Use Cases

Orchestrates the Scout → Refiner → exit-check cycle and manages transitions between rounds.
Handles entry-case logic (Fresh start, user intervention, and retreat from Loop 2) and ensures consistent state across rounds.
Coordinates load and handoff of loop stages to support Phase 0 ideation, record-keeping, and decision gates for automation.

Quick Start

Begin Loop 1 by loading this skill and starting the Round 1 cycle.

Frequently Asked Questions about loop1-ideation-pipeline

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

FAQPage Schema

How do I orchestrate ideation loops for iterative research refinement?▼

Ideation loop orchestration coordinates Scout, Refiner, and exit-check cycles to support iterative refinement, applying explicit inputs and guardrails for loop transitions to maintain auditability across rounds.

What is the best way to manage research ideation transitions between rounds?▼

Managing research ideation transitions requires stepwise orchestration that handles entry-case logic for fresh starts, user interventions, and retreat scenarios, ensuring consistent state and orderly transitions between rounds.

Can I use workflow orchestration for case management when retreating from a later phase?▼

Workflow orchestration for case management handles retreat scenarios from later phases directly within the ideation phase, enforcing explicit inputs and guardrails to ensure orderly transitions and consistent state.

How does an ideation pipeline coordinate literature scout and refiner cycles?▼

An ideation pipeline coordinates literature scout and refiner cycles by managing load and handoff of loop stages, supporting stepwise orchestration and record-keeping for decision gates without exposing intermediate artifacts.

Do I need explicit inputs for research workflow orchestration to maintain auditability?▼

Explicit inputs are required for research workflow orchestration to maintain auditability, enforcing stepwise orchestration and guardrails for loop transitions to ensure repeatable ideation refinement and orderly transitions.

When should I use automated ideation orchestration instead of manual research refinement?▼

Automated ideation orchestration should be used when you need repeatable refinement across scout and refiner cycles, coordinating load and handoff of loop stages to support record-keeping and decision gates for automation.

yesplease-studio

prd-loop

Externalizes orchestration cycle state into LOOP-STATE.md and updates batch pointers, debt counters, fan-out registry, decisions, signatures, and summaries.

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