research-planning
Design research plans and paper architectures. Given a research topic or idea, generate structured plans with methodology outlines, paper structure, dependency-ordered task lists, UML diagrams, and experiment designs. Use when starting a new research project or paper.
By lingzhi227 · 1,547 installs
npx skills add lingzhi227/agent-research-skills --skill research-planning
Source repository · Upstream listing
Research Planning
Create comprehensive research plans and paper architectures from a research topic or idea.
Input
$0 — Research topic, idea description, or paper to reproduce
References
Planning prompts from Paper2Code, AI Researcher, AgentLaboratory: ~/.claude/skills/research planning/references/planning prompts.md
Output schemas and templates: ~/.claude/skills/research planning/references/output schemas.md
Workflow
Step 1: Understand the Research Context
Read any provided papers, code, or references
Identify the core research question and its significance
Assess available resources (datasets, compute, existing code)
Step 2: Generate Research Plan
Use the 4 stage planning approach (adapted from Paper2Code):
1. Overall Plan — Strategic overview: methodology, key experiments, evaluation metrics
2. Architecture Design — File structure, system design, Mermaid class/sequence diagrams
3. Logic Design — Task breakdown with dependencies, required packages, shared knowledge
4. Configuration — Extract or specify hyperparameters, training details, config.yaml
Step 3: Structure the Paper
Design the paper structure with section by section plan:
Abstract, Introduction, Background, Related Work, Methods, Experiments, Results, Discussion/Conclusion
For each section: key points to cover, required figures/tables, target word count
Step 4: Create Task Dependency Graph
Order tasks by dependency (data → model → training → evaluation → writing)
Identify parallelizable tasks
Flag risks and potential failure modes
Output Format
Rules
Each plan component must be detailed and actionable
Include specific implementation references when available
Ensure all components work together coherently
Always include a testing/evaluation plan
Flag ambiguities explicitly rather than making assumptions
Related Skills
Upstream: [idea generation](../idea generation/), [literature review](../literature review/)
Downstream: [experiment design](../experiment design/), [paper assembly](../paper assembly/)
See also: [atomic decomposition](../atomic decomposition/)