Light0305Community·33 Agent Skills Included

Light-skills

End-to-end research workflow from idea to submission

Guides research projects from literature search and idea critique through experiment design, statistical analysis, paper writing, citation verification, LaTeX typesetting, venue matching, and reviewer rebuttal. Replaces scattered manual checks with machine-readable quality gates that block data leakage, unfair baselines, unsupported claims, and misleading figures. Keeps every claim tied to verified evidence and pauses for user decisions at key points, so projects stay auditable and reproducible.

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npx skills add Light0305/Light-skills --all -g -y

Available:

Tells the agent to treat the skills/ folder as the single source of truth, run the bootstrap script to map skills into each client's discovery path, and follow honesty rules such as marking unverifiable facts as unknown and generating all research figures programmatically.

All Skills in This Repository (33)

Pure Emerald Level Indicators

📦 In Repo

Light0305

light-research-plan

Create detailed research plans with milestones, data workflows, and risk mitigation.

light-figure-planning

Plan publication-ready figures and tables for scientific manuscripts.

light-file-reading

Parses PDFs, Word, slides, spreadsheets, images, and archives into structured notes for research workflows.

light-idea-critique

Assess research ideas for novelty and feasibility against conference standards.

light-slides

Generate editable PPTX academic slide decks from research content with themes and templates.

light-consistency

Audit project materials against a central glossary for terminology and metric consistency.

light-figure-drawing

Create publication-ready figures with consistent styling across multiple plotting tools.

light-paper-drafting

Draft scientific paper sections with integrity checks and structured templates.

light-tool-selection

Select optimal tools for tasks across planning, data processing, and writing scenarios.

light-backend-coding

Establish backend coding standards covering Git, reviews, dependencies, and environment configuration.

light-competition

Generate competition submission packages with core pages, budgets, and roadmaps.

light-project-structure

Generate a standardized scientific research project skeleton with templates and DVC integration.

Community

Intermediate

Frequently Asked Questions

FAQPage Schema

How to install Light-skills?▼

Run `npx skills add Light0305/Light-skills --all -g -y` in your terminal to install all skills globally.

What does Light-skills do for research projects?▼

It covers the full research pipeline: literature search, idea generation and critique, data checks, experiment coding, statistical analysis, paper writing, figures, citations, typesetting, venue selection, and rebuttals.

Does Light-skills work with Claude Code and Codex?▼

Yes. All skills follow the standard SKILL.md format and run in Claude Code, Codex, and OpenCode after a one-time bootstrap script maps them into each client's skills folder.

How does it prevent fake citations or exaggerated claims?▼

Built-in gates verify every DOI against registration sources, recompute statistics, and block any claim whose wording is stronger than its evidence grade.

Can non-programmers use Light-skills?▼

Yes. You describe your research goal in plain language and the agent runs the technical steps, pausing to ask you before any major decision.