ccg-scholar
Multi-model research workflow from literature review to publication
Tells the AI agent when to automatically invoke each research sub-agent (literature review, experiment planning, paper structuring, rebuttal), how to dispatch tasks across Claude, Codex, and Gemini, and to run independent agents in parallel.
All Skills in This Repository (14)
Pure Emerald Level Indicatorspaper-self-review
Automate academic paper self-review with a structured checklist.
git-workflow
Enforce Conventional Commits, branch protection, PR standards, and merge strategies.
Research Ideation
Guide research ideation, literature review, gap analysis, and planning with Zotero MCP integration.
ml-paper-writing
Automates ML paper writing guidance and citation verification with LaTeX templates for conference submissions.
planning-with-files
Create Manus-style markdown files to plan and track complex tasks.
writing-anti-ai
Detect and remove AI writing patterns from English and Chinese prose.
review-response
Draft professional manuscript rebuttals using reviewer feedback templates.
citation-verification
Validate citations across multiple sources and generate a structured verification report.
latex-conference-template-organizer
Organize conference LaTeX templates from ZIP files into Overleaf-ready structures.
results-analysis
Analyze ML experiment results and generate statistical reports, visualization specs, and results drafts.
post-acceptance
Automate post-acceptance conference workflows for slides, posters, and promotional content.
uv-package-manager
Configure Python projects and manage dependencies with uv workflows.
Frequently Asked Questions
FAQPage SchemaHow to install CCG-Scholar?โผ
Run `npx skills add xlx777/ccg-scholar --all -g -y` in your terminal to install all research skills globally.
What does CCG-Scholar do for researchers?โผ
It covers the full research lifecycle: literature reviews, gap analysis, experiment design and coding, paper writing, citation verification, rebuttals, and post-acceptance presentations.
How does multi-model collaboration work?โผ
Tasks are routed automatically: Gemini handles literature scanning and visualization, Codex writes experiment code, and Claude does deep analysis and paper writing.
Can it prevent fake citations in my paper?โผ
Yes. The citation-verification skill checks every reference against Google Scholar and academic APIs instead of trusting generated BibTeX, flagging anything unverifiable.
Does CCG-Scholar support Chinese and English?โผ
Yes. The CLI, commands, and outputs are bilingual, and the anti-AI writing skill removes robotic phrasing in both languages.
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