Research skills

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

This skill enforces argument continuity by generating a ledger and self-checks to ensure premise hygiene before merge.

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

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

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

This skill writes a structured synthesis of evidence from papers/extraction_table.csv, detailing themes, biases, and limitations for transparent systematic

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

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

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

This skill provides an auditable planner pass for outlines by reporting coverage, reuse hotspots, and axis specificity without prose.

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

This skill polishes one sections/S subfile into survey-grade prose by refining argument flow while preserving citations for reliable pre-merge polishing.

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

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

This skill generates non-prose visuals for surveys, creating timeline milestones and figure specs grounded in citations for easy verification.

This skill converts a taxonomy into a bullets-only, checkable outline with sections and subsections, ensuring each subsection has at least three actionable

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 rewrites outline.yml to a paper-like budget, consolidating H2s and H3s to 6–8 major sections while preserving scope.

This skill rewrites the opening paragraph of flagged sections to replace overview narration with content-bearing framing while preserving citations.

This skill crafts concise H2 lead blocks that unify chapter subsections by presenting the lens, contrasts, and calibration without adding facts.

This skill produces concise, paper-like transitions that connect adjacent subsections without adding facts, preserving coherence from outlines to drafts.