This skill turns a concept graph into a teachable module plan with objectives, outputs, and running steps saved as outline/module_plan.yml.

This skill audits each claim's evidence by inspecting the manuscript and reporting gaps with actionable fixes in MISSING_EVIDENCE.md.

This skill downloads PDFs when available and extracts full text to enrich evidence for papers, storing results in papers/fulltext.

This skill rewrites the claim-evidence matrix as a data-driven index using evidence packs, ensuring no prose and citation-backed claims.

This skill writes a complete referee report grounded in extracted claims and evidence gaps, identifying actionable fixes for novelty, soundness, clarity, and

This skill crafts a survey-quality paragraph from evidence packs, balancing tension, contrast, evaluation anchor, and limitation for subsection prose.

This skill analyzes post-merge draft content to detect generator voice from outline transitions and routes fixes to the earliest source.

This skill writes per-section survey prose into sections/*.md files by enforcing citation scope and argument moves for QA-ready drafts.

This skill builds a large, verifiable candidate pool of literature with stable IDs and provenance for evidence-first surveys.

This skill generates an executable systematic review protocol with databases, queries, inclusion/exclusion, and audit-ready screening steps.

This skill binds section-specific evidence IDs from the evidence bank to each subsection, enabling precise writer-auditor references.

This skill downloads arXiv agent-survey PDFs, extracts text, and generates a STYLE_REPORT to help you study real survey structures for better writing.

This skill scaffolds a minimal LaTeX project from an approved Markdown draft and bib file, producing latex/main.tex.

This skill runs end-to-end research pipelines with workspaces and checkpoints, delivering auditable Units.csv and artifacts.

This skill fills outline/tables_index.md from evidence packs with citation-backed rows to support later writing and traceability.

This skill audits citation anchoring to ensure citation markers stay within the same ### subsection after polishing, preventing drift.

This skill generates structured, citation-ready notes for each core paper, capturing method, results, and limitations for evidence-based writing.

This skill designs both index and appendix table schemas with evidence-backed columns, ensuring fillability and verifiability before publication.

This skill helps you build a diverse, explainable paper-to-subsection mapping for outline coverage by producing outline/mapping.tsv and diagnostics.

This skill writes paper-like front matter sections (Abstract, Introduction, Related Work, Discussion, Conclusion) with high citation density for a cohesive

This skill delivers a one-page literature snapshot in output/SNAPSHOT.md via a bullet-first outline and core papers, enabling fast, actionable reading.