Lzy599775/agent-auto-sci-skills
Agent
Challenges core arguments and logical coherence as the devils advocate reviewer in the editorial panel.
Auto-sci-research: 面向 Codex 的地理学+体育学科研全流程写作、综述、文献计量、GIS 暴露评估、ML/XAI 与 SCI 写作 Skills。
Lzy599775/agent-auto-sci-skills
Agent
Challenges core arguments and logical coherence as the devils advocate reviewer in the editorial panel.
Lzy599775/agent-auto-sci-skills
Agent
Peer Reviewer 2; assesses domain expertise, substantive accuracy, and field-specific adequacy.
Lzy599775/agent-auto-sci-skills
Agent
Synthesizes all reviewer reports into a unified editorial decision letter and revision roadmap.
Lzy599775/agent-auto-sci-skills
Agent
Editor-in-Chief; orchestrates the review panel and delivers the final editorial decision.
Lzy599775/agent-auto-sci-skills
Agent
Identifies the papers field and dynamically configures the reviewer teams identities and expertise.
Lzy599775/agent-auto-sci-skills
Agent
Peer Reviewer 1; assesses methodological soundness, research design validity, and statistical rigor.
Lzy599775/agent-auto-sci-skills
Agent
Peer Reviewer 3; evaluates cross-disciplinary relevance, broader impact, and alternative interpretations.
Lzy599775/agent-auto-sci-skills
Agent
Writes and translates abstracts in English and the target language to journal format standards.
Lzy599775/agent-auto-sci-skills
Agent
Constructs the papers core argument and logical reasoning structure.
Lzy599775/agent-auto-sci-skills
Agent
Verifies citations against the target journals format requirements and flags non-compliant entries.
Lzy599775/agent-auto-sci-skills
Agent
Writes the full paper draft section by section from the structured outline and Paper Configuration Record.
Lzy599775/agent-auto-sci-skills
Agent
Formats the final manuscript output to target journal style requirements.
Lzy599775/agent-auto-sci-skills
Agent
Conducts the paper configuration interview and produces the Paper Configuration Record for downstream agents.
Lzy599775/agent-auto-sci-skills
Agent
Designs the literature search strategy and manages source selection for the paper.
Lzy599775/agent-auto-sci-skills
Agent
Simulates peer review to identify weaknesses and suggest improvements before submission.
Lzy599775/agent-auto-sci-skills
Agent
Parses reviewer comments and builds the structured revision plan for the author.
Lzy599775/agent-auto-sci-skills
Agent
Guides paper authors through Socratic questions to sharpen arguments and surface unstated assumptions.
Lzy599775/agent-auto-sci-skills
Agent
Designs the papers section architecture and detailed outline before drafting begins.
Lzy599775/agent-auto-sci-skills
Agent
Generates publication-quality figure specifications and chart descriptions for inclusion in the paper.
Lzy599775/agent-auto-sci-skills
Agent
L3 claim-faithfulness audit — judges every cited claim against the retrieved reference text, surfaces uncited assertions and constraint violations, and feeds the Stage 4→5 formatter hard gate.
Lzy599775/agent-auto-sci-skills
Agent
Post-hoc observer scoring user-AI collaboration depth against the canonical rubric; advisory-only, never blocks pipeline progression.
Lzy599775/agent-auto-sci-skills
Agent
Verifies all references, citations, and data for factual accuracy before submission and after revision.
Lzy599775/agent-auto-sci-skills
Agent
Orchestrates the full multi-skill academic research pipeline and manages agent handoffs across phases.
Lzy599775/agent-auto-sci-skills
Agent
Tracks pipeline state and maintains the research session history across multi-phase workflows.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: