eda-research-chain

Orchestrate end-to-end EDA research workflows with governance and audit logs.

8|3|Updated Mar 6, 2026
One-click install
npx skills add https://github.com/Mr-Fang-VLSI/EDAgent --skill eda-research-chain
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: eda-research-chain
Source: https://github.com/Mr-Fang-VLSI/EDAgent/tree/main/skills/eda-research-chain
Command: npx skills add https://github.com/Mr-Fang-VLSI/EDAgent --skill eda-research-chain

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrates a complete end-to-end EDA research workflow from knowledge exploration to retrospective, enabling researchers to automate, govern, and audit complex experiments.

Core Features & Use Cases

  • End-to-end pipeline orchestration across discovery, literature retrieval, idea debate, hypothesis design, implementation, versioning, validation, and retrospective.
  • Global governance and audit trails with artifact generation to ensure reproducibility and compliance.
  • Supports multi-skill orchestration by delegating stages to specialized tools and skills for scalable research workflows.
  • Use Case: A team starts with a knowledge gap, maps it to literature, debates hypotheses, designs experiments, tracks versions, validates results, and documents a retro summary.

Quick Start

Bootstrap a full EDA research chain workspace and begin the guided end-to-end workflow.

Frequently Asked Questions about eda-research-chain

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

FAQPage Schema
How do I orchestrate an end-to-end EDA research workflow from literature triage to validation?

EDA research workflow orchestration automates the full pipeline from knowledge exploration to retrospective, covering literature triage, hypothesis design, implementation, versioning, and validation. The skill coordinates specialized skills and applies guardrails to ensure safe, repeatable experiments.

Can I use EDA research chains to govern multi-skill experiments and generate audit trails?

EDA research chains enable multi-skill orchestration with global governance and audit trails. By delegating research stages to specialized tools and generating artifacts, the workflow ensures reproducibility and maintains auditable logs across the entire pipeline for compliance.

What is an EDA research chain and how does it handle hypothesis design and idea debate?

An EDA research chain is an orchestrated pipeline automating EDA research from knowledge exploration to retrospective. It processes idea debate and hypothesis design by delegating to specialized skills, ensuring all stages maintain auditable logs and artifact generation for reproducibility.

How to bootstrap an EDA research chain workspace and start the guided workflow?

Bootstrap an EDA research chain workspace via the quick start feature to begin the guided end-to-end workflow. This prepares the environment for multi-skill orchestration, global governance, and artifact generation across all research stages, ensuring safe and repeatable experiments.

Does the EDA research pipeline require a central knowledge base and guardrails for repeatable experiments?

The EDA research pipeline requires a central knowledge base and guardrails to ensure safe, repeatable experiments. It coordinates multiple specialized skills across all research stages, maintaining auditable logs and generating artifacts to guarantee experimental reproducibility and compliance.

What is the best way to document a research retrospective after EDA hypothesis validation?

Document a research retrospective using the EDA research chain's built-in retrospective stage. After hypothesis validation, the workflow generates a retro summary complete with auditable logs and artifacts, ensuring reproducibility and compliance across the entire research pipeline.