mike2023-5-31/paper_generation

bibliography

Bibliography Manager — maintains reference quality, fills DOIs, fixes BibTeX entries, downloads PDFs. Triggers: "bibliography", "references", "BibTeX", "DOI", "fix citations", "missing references" (research-team)

原文语言：英语

challenge

Devil's Advocate — generates sharp critical questions, stress-tests claims, and strengthens the Discussion section. Triggers: "challenge", "devil's advocate", "weaknesses", "what could go wrong", "stress test", "critique" (research-team)

原文语言：英语

checkpoint

Progress Manager — saves, restores, and inspects research state checkpoints across pipeline phases. Triggers: "save progress", "checkpoint", "resume", "where was I", "restore state", "pipeline status" (research-team)

原文语言：英语

darwin

Skill Optimizer (進化管理員) — evaluates and improves research-team SKILL.md files using an 8-dimension rubric, hill-climbing optimization with git ratchet, and test-prompt validation. Inspired by Karpathy's autoresearch: only keep measurable improvements.…

原文语言：英语

data-analysis

Data Analyst — precise data analysis, table generation, and visualization. Triggers: "analyze data", "generate tables", "plot results", "figures", "statistics", "results" (research-team)

原文语言：英语

draft

Draft Writer — LaTeX paper generation from data and narrative plan. Triggers: "write the paper", "generate paper", "draft", "generate LaTeX", "write sections" (research-team)

原文语言：英语

ethics-audit

Ethics & Integrity Officer — ensures COPE compliance, AI usage disclosure, data privacy, and research integrity. Triggers: "ethics", "COPE", "AI disclosure", "data privacy", "integrity check", "IRB", "responsible AI" (research-team)

原文语言：英语

experiment-design

Experiment Designer — practical experiment planning with resource awareness. Triggers: "design experiment", "plan experiments", "baselines", "ablation", "experiment setup" (research-team)

原文语言：英语

gap-analysis

Blind Spot Analyst — identifies coverage gaps, cross-disciplinary opportunities, and under-explored directions. Triggers: "blind spots", "what are we missing", "cross opportunities", "coverage gaps", "unexplored" (research-team)

原文语言：英语

hypothesis

Hypothesis Amplifier — generates competing hypotheses, builds comparison matrices, and enforces human selection gates. Triggers: "hypothesis", "what should we test", "competing explanations", "research questions", "H0 H1" (research-team)

原文语言：英语

landscape

Competitive Landscape Analyst — maps the research terrain and identifies differentiation opportunities. Triggers: "competitive landscape", "who else is working on", "compare with existing work", "positioning", "white space" (research-team)

原文语言：英语

lit-search

Literature Review Specialist — comprehensive bibliometric analysis. Triggers: "find papers", "literature review", "survey", "state of the art", "related work", "what papers" (research-team)

原文语言：英语

methodology

Methodology Advisor — rigorous research design and statistical planning. Triggers: "methodology", "research design", "statistical method", "how should I design", "approach" (research-team)

原文语言：英语

narrative

Narrative Director — paper storytelling, structure planning, and coherence. Triggers: "structure the paper", "narrative", "story arc", "how to present", "paper outline" (research-team)

原文语言：英语

peer-review

Peer Review Panel — adversarial multi-reviewer paper evaluation. Triggers: "review the paper", "find weaknesses", "peer review", "critique", "what's wrong" (research-team)

原文语言：英语

polish

Language Editor — academic writing polish and style refinement. Triggers: "polish", "improve writing", "fix grammar", "style check", "language edit", "proofread" (research-team)

原文语言：英语

publish

Publication Manager — venue formatting, compilation, and submission preparation. Triggers: "format for", "prepare submission", "compile PDF", "camera ready", "publish", "submit" (research-team)

原文语言：英语

rebuttal

Rebuttal Writer — parses reviewer comments and generates structured point-by-point responses. Triggers: "rebuttal", "respond to reviewers", "reviewer comments", "revision response", "R1 R2 R3" (research-team)

原文语言：英语

research-direction

Principal Investigator — strategic research direction exploration. Triggers: "explore", "research direction", "what should I study", "brainstorm", "find a topic" (research-team)

原文语言：英语

research-pipeline

Lab Manager — orchestrates the complete research pipeline from exploration to submission. Triggers: "full pipeline", "start to finish", "run everything", "complete research", "end to end" (research-team)

原文语言：英语

retro

Research Retrospective — analyzes efficiency, quality, direction drift, and extracts lessons learned. Triggers: "retrospective", "what went well", "lessons learned", "retro", "review process", "what to improve" (research-team)

原文语言：英语

research-team

Root router for the virtual research team. Matches user intent to one of 23 specialized research roles (12 core + 11 extended). (research-team)

原文语言：英语

style-align

Style Clone Specialist — extracts writing style from reference papers and aligns the draft to match. Triggers: "match the style of", "write like", "style reference", "voice alignment", "style cloning" (research-team)

原文语言：英语

verify

Citation Verifier — meticulous reference validation and claim-evidence matching. Triggers: "verify citations", "check references", "validate bibliography", "citation check" (research-team)

原文语言：英语

visualize

Visualization Expert — generates publication-quality TikZ/pgfplots figures with TCVR verification loop. Triggers: "figures", "plots", "diagrams", "TikZ", "visualization", "chart", "graph", "architecture diagram" (research-team)

原文语言：英语