By fuzhiyu
Multi-agent academic paper review with mathematical, writing, consistency, and proofreading analysis
Evaluates logical structure, evidence support, causal inference, and argument flow in academic papers.
Verifies citation completeness, reference-citation matching, format consistency, and citation quality in academic papers.
Verifies that code implementations match paper descriptions including methodology, variables, and sample construction.
Verifies internal consistency across academic papers including numerical values, cross-references, and claim-evidence alignment.
Reviews mathematical correctness of academic papers including derivations, proofs, equations, and notation consistency.
Uses power tools
Uses Bash, Write, or Edit tools
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Skills and agents designed for academic research workflows, econ-flavored. Made by Claude, for Claude. For Codex, see below for installation instructions.
| Skills | Description |
|---|---|
worktree-data-sync | multi-agent work in parallel in different worktrees with isolated data |
work-journal | Teach agents how to document and report the results |
draft-reviewer | Comprehensive review of a paper draft. Even better, it can fixes things |
review-doc-commit | Make sure we commit the right stuff |
zotero-connector | Read papers from Zotero library |
pdf2markdown-converter | Convert PDFs to markdown via Mistral OCR |
uv — Python scripts use PEP 723 inline metadata for auto-installing dependencies# Add marketplace
/plugin marketplace add FuZhiyu/AgentContract
# Install individual plugins
/plugin install zotero-connector@FuZhiyu-AgentContract
/plugin install pdf2markdown-converter@FuZhiyu-AgentContract
/plugin install work-journal@FuZhiyu-AgentContract
/plugin install ./plugins/zotero-connector
# Update marketplace listing
/plugin marketplace update FuZhiyu-AgentContract
Create .claude/agent-contract.yaml (per-project) or ~/.config/agent-contract/config.yaml (global):
paper-reader:
mistral_api_key: "sk-..."
zotero_api_key: "..."
zotero_library_type: "user"
zotero_library_id: "12345"
work-journal skill: formal, fact-checked journal entries with citations and report-checker verificationreport-in-markdown skill: pure IO tool for saving markdown reports (no content rules)Tell Codex:
Fetch and follow instructions from https://raw.githubusercontent.com/FuZhiyu/AgentContract/main/CODEX_INSTALL.md
Detailed docs: CODEX_INSTALL.md
npx claudepluginhub fuzhiyu/agentcontract --plugin draft-reviewerDisciplined AI Research Assistant for economists: plan-implement-integrate workflow with implementer–reviewer pair, data-analysis discipline, and drift-test-verified integration.
Convert PDFs to Markdown using Mistral OCR API with image extraction
Working journal entries and markdown report generation for academic research
Read and analyze academic papers from Zotero library
Review code, update documentation, and create well-organized topical git commits
Specialized research analysis agents for critical thinking, evidence verification, synthesis, and parallel paper analysis
Semi-automated research assistant for academic research and software development, with skills for literature review, experiments, analysis, writing, and project knowledge management
Research integrity plugin for Claude Code — paper auditing, citation verification, experiment analysis, and methodology-first skills for academic workflows.
Manage your academic publication pipeline from Claude Code — list, search, create, move, analyse, export BibTeX, track reminders, and sync papers (GitHub + Overleaf) via the Kabbo MCP server.
11 research-hub skills: literature triage matrix, context compression, project orientation, design dialog, multi-AI routing, NotebookLM brief verification, paper-memory builder, paper summarizer, Zotero curator, the gap-to-topic decision dossier, and the research-hub orchestrator. Auto-discovered from skills/<name>/SKILL.md.
Multi-agent orchestrator for academic writing: 12 specialist agents and 30 writing principles for review, research, drafting, polishing, bibliography auditing, and literature surveys.