Ai skills

This skill expands and refines search keywords to improve queries.md recall and precision while keeping scope under control.

This skill writes evidence-backed survey drafts from approved outlines and citations, producing coherent, thesis-driven prose that integrates multiple sources.

This skill injects budget-compliant citations into drafts without adding new facts, ensuring global uniqueness while preserving scope.

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

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

This skill generates an auditable screening_log.csv from the protocol and candidate lists, producing transparent inclusion decisions with protocol-grounded

This skill builds a prerequisite concept graph from a tutorial spec and saves it as outline/concept_graph.yml to guide sequencing.

This skill bootstrap taxonomy seeds from existing survey papers to accelerate taxonomy-builder alignment and scoping.

This skill builds a novelty matrix aligning each claim against closest prior work, detailing overlaps, deltas, and evidence.

This skill converts text and documents to audio using Google Cloud Text-to-Speech, generating natural-sounding narration across languages.

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

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 writes cohesive TUTORIAL.md modules from approved plans, preserving running example continuity, exercises with verification, and answer outlines.

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

This skill generates images using Google Gemini to create UI mockups, icons, diagrams, and illustrations for any project.

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

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.