Search Skills

Searches for existing SOAR cases using indicators or entities to correlate with ongoing security investigations, returning matching case IDs.

Enriches security indicators (IP, domain, hash, URL) with threat intelligence data from GTI and SIEM, providing reputation context and match status.

Polishes single H3 section files into survey-grade prose by removing templates and adding evaluation/limitations while preserving citations and structure.

Automates creation of deterministic context packs by merging briefs, evidence, and citations into JSONL, reducing drafting inconsistencies.

Performs final consistency and coherence review of survey drafts, ensuring terminology alignment and citation hygiene without adding new content.

Automates removal of repeated boilerplate (disclaimers, summaries) in documents while preserving citations and meaning.

Generates a section-by-section claim-evidence matrix from outline and paper notes to organize arguments before writing prose.

Automates research pipeline execution (surveys, reviews, tutorials) with workspace management and human checkpoint pauses.

Synthesizes evidence from extraction tables into a structured narrative document with explicit limitations and bias considerations for systematic reviews.

Generates lightweight section transitions using existing outline titles and research questions to ensure coherent flow without adding new facts or citations.

Generates evidence-based academic paragraphs following tension-contrast-evaluation-limitation structure for research documentation sections.

Extracts concrete numeric facts from evidence packs to enforce evidence-anchored writing in documentation, avoiding generic summaries.

Plans tutorial modules from concept graphs, defining objectives and sequencing for structured educational content, saved as module_plan.yml.

Converts taxonomy YAML files into bullet-only outline YAML files with structural validation and template removal.

Adds verifiable exercises with inputs, expected outputs, and verification steps to tutorial modules, updating module plans for complete teaching loops.

Generates structured prose drafts from approved outlines and evidence packs, using only verified citations from a reference bibliography.

Normalizes JSONL interfaces across skills to ensure consistent fields (ids, titles, citation keys) for deterministic downstream processing without best-effort joins.

Normalizes terminology in written drafts using canonical terms and synonym policies while preserving citations and meaning.

Adds and populates risk-of-bias assessment fields to systematic review extraction tables using consistent scoring scales and notes.

Manages title and abstract screening decisions for systematic reviews, recording protocol-compliant outcomes in a structured log file.

Downloads and extracts text from arXiv survey papers on LLM agents to study academic writing structure and style.

Creates a structured systematic review protocol document with defined search strategies, inclusion/exclusion criteria, and extraction fields for research reproducibility.

Creates a structured tutorial specification including scope, target audience, prerequisites, learning objectives, and a running example for planning tutorial development.

Creates an evidence-driven claim-evidence index from evidence drafts and citations, aligned with evidence packs for QA and writing.