Search Skills

Maps academic papers to outline sections, generating coverage reports to validate evidence support for each section before writing.

Defines evidence-based table schemas for surveys, ensuring each column maps to verifiable evidence sources without placeholders.

Audits evidence supporting claims in documentation, identifying gaps and risks to enhance content reliability.

Initializes a new workspace by copying standard artifact templates without overwriting existing files unless specified.

Builds prerequisite concept graphs from tutorial specs to structure educational content before writing prose.

Compiles LaTeX projects, checks for missing references and bibliography errors, and generates a PDF with a build report.

Automates iterative rewriting of failing survey sections (*.md) to achieve quality gate PASS using existing citations and evidence bindings.

Polishes technical drafts by removing template boilerplate, enhancing coherence, and ensuring proper citation anchoring without altering content or claims.

Creates evidence-driven subsection briefs without prose, using existing paper references to guide drafting via checkable comparison axes.

Generates H2-level chapter briefs to ensure coherent chapter leads and cross-H3 flow in documents, avoiding prose and ToC inflation.

Extracts key claims, contributions, and assumptions from academic papers with traceable source locations for peer review and evidence audit.

Executes one unit at a time from a pipeline, ensuring auditability and compliance with checkpoints, updating status and artifacts after each step.

Extracts topics, subtopics, and terminology from survey/review papers to accelerate taxonomy building via seed extraction.

Extracts plain text from PDFs to provide full-text evidence for academic paper analysis, storing results in designated directories.

Automates generation and updating of `UNITS.csv` for project execution contracts based on selected pipelines and templates, ensuring scope alignment.

Automates splitting survey content into individual section files for independent QA, ensuring evidence-bounded drafting without monolithic drafts.

Retrieves arXiv paper metadata via keyword search and saves results in structured JSONL format for research datasets.

Enforces explicit thesis statements and logical connectors in section files to eliminate disconnected paragraphs before merging.

Extracts study data from papers into a structured CSV table per extraction schema, enabling systematic review synthesis.

Creates tutorial content with exercises and answer outlines from approved module plans, maintaining running example consistency.

Automates quality checks for survey pipeline output, verifying citation health, coverage, and template consistency to produce a PASS/FAIL report.

Expands and normalizes literature metadata for evidence-based surveys, producing ≥200 candidate papers with stable IDs and provenance.

Automates pipeline selection for user goals, locks the choice in PIPELINE.lock.md, and routes checkpoint questions to DECISIONS.md.

Audits workspace artifacts against pipeline contract to ensure completeness and self-containment with PASS/FAIL reporting.