Data skills

This skill executes safe read-only MSSQL queries across multiple databases to explore schemas, analyze data, and check contents without risking writes.

This skill delegates complex, long-running tasks to Manus for autonomous web research, analysis, and multi-source reports with parallel processing.

This skill converts a manuscript into auditable claims with precise source pointers, separating empirical and conceptual statements for traceable review.

This skill helps you query and manage NotebookLM notebooks with persistent profiles, batch questions, and structured exports.

This skill analyzes evidence artifacts and outputs an actionable upstream TODO plan to fix gaps and unblock writing.

This skill converts each H3 subsection into a writable intent card with concrete, non-copyable briefs guiding evidence-based drafting.

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

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

This skill ensures numeric claims are reviewer-safe by enforcing minimal protocol context (task, metric, constraint) and avoiding underspecified model naming.

This skill reads a WeChat official account article from a given link and returns a structured summary with key insights.