Lzy599775/agent-auto-sci-skills
Agent Claude Code
Challenges core arguments and logical coherence as the devils advocate reviewer in the editorial panel.
Auto-sci-research: End-to-end research writing, literature reviews, bibliometrics, GIS exposure assessment, ML/XAI, and SCI writing Skills for geography and sports science with Codex.
This repository also configures its own agents. See what agent-auto-sci-skills tells them →
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Challenges core arguments and logical coherence as the devils advocate reviewer in the editorial panel.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Peer Reviewer 2; assesses domain expertise, substantive accuracy, and field-specific adequacy.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Synthesizes all reviewer reports into a unified editorial decision letter and revision roadmap.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Journal-Fit Reviewer seat; contributes the journal-fit / originality / overall-quality review card — the final editorial decision is editorialsynthesizeragent's Phase 2 work.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Identifies the papers field and dynamically configures the reviewer teams identities and expertise.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Peer Reviewer 1; assesses methodological soundness, research design validity, and statistical rigor.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Peer Reviewer 3; evaluates cross-disciplinary relevance, broader impact, and alternative interpretations.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Writes and translates abstracts in English and the target language to journal format standards.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Constructs the papers core argument and logical reasoning structure.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Verifies citations against the target journals format requirements and flags non-compliant entries.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Writes the full paper draft section by section from the structured outline and Paper Configuration Record.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Formats the final manuscript output to target journal style requirements.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Conducts the paper configuration interview and produces the Paper Configuration Record for downstream agents.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Designs the literature search strategy and manages source selection for the paper.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Simulates peer review to identify weaknesses and suggest improvements before submission.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Parses reviewer or real-committee comments into source-accounted plans and response skeletons.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Guides paper authors through Socratic questions to sharpen arguments and surface unstated assumptions.
Lzy599775/agent-auto-sci-skills
Agent Claude Code needs its repo
Designs the papers section architecture and detailed outline before drafting begins.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Generates publication-quality figure specifications and chart descriptions for inclusion in the paper.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
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 Claude Code
Post-hoc observer scoring user-AI collaboration depth against the canonical rubric; advisory-only, never blocks pipeline progression.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
Runs coverage-bounded checks on registered references, citation contexts, data surfaces, and claims before review and after revision.
Lzy599775/agent-auto-sci-skills
Agent Claude Code needs its repo
Orchestrates the full multi-skill academic research pipeline and manages agent handoffs across phases.
Lzy599775/agent-auto-sci-skills
Agent Claude Code
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: