Research skills

Generate a Python code skeleton from an experiment blueprint

Search academic literature and generate research hypotheses

Produce an experiment blueprint from a research hypothesis

Draft a LaTeX research paper from all previous stage outputs

Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or…

Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, TensorFlow. Scales from single machine to 100s of nodes. Use for batch…

🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

Researches what prompts people ask AI engines (ChatGPT, Gemini, Perplexity, Claude) about a product category and produces a prompts.csv artifact — a prioritized, strictly-schema'd list of the queries where the brand…

Researches Reddit using a brand's Brand DNA to find promotable pain-point discussions, target subreddits, and real user search language. Produces a prioritized Reddit opportunity list for content seeding, helpful…

Researches a company from its URL and produces a Brand DNA file covering positioning, audience, competitors, voice, and messaging. Use when starting work with a new brand or customer.

Finds high-value SEO and GEO keywords using web search, AI analysis, and optionally paid tools like Ahrefs or Semrush. Produces a validated keywords.csv file with a fixed schema for downstream pipeline consumption.

Iterative strategy generation and evaluation system. Use when the user wants to evaluate agent output quality, run improvement loops, queue tasks for background evaluation, check run status, inspect runtime artifacts…

Operational knowledge for the grid_ctf scenario including strategy playbook, lessons learned, and resource references. Use when generating, evaluating, coaching, or debugging grid_ctf strategies.

Full research pipeline for academic paper writing where an agent team collaborates to generate research design, experiment protocols, analysis, manuscript writing, and submission preparation. Use this skill for requests…

A specialized skill that systematically guides academic thesis style, structure, and citation rules. Used by writing-coach and proofreader agents to improve academic writing quality and verify format compliance.…

A specialized skill for accurately converting academic citations and references across major styles including APA, MLA, and Chicago. Used by the reference-manager agent when collecting bibliographic information and…

Academic citation and reference standards guide. Referenced by the paper-writer and submission-preparer agents when composing citations and references. Use for 'citation format', 'APA', or 'references' requests.…

다큐멘터리 제작을 위한 리서치, 구성안, 인터뷰 질문, 내레이션 대본을 에이전트 팀이 협업하여 한 번에 생성하는 풀 프로덕션 파이프라인. '다큐멘터리 기획해줘', '다큐 구성안 짜줘', '다큐멘터리 리서치', '인터뷰 질문 만들어줘', '내레이션 대본 써줘', '탐사 보도 기획', '다큐 시나리오' 등 다큐멘터리 제작 전반에 이 스킬을 사용한다. 기존 리서치 자료가 있는 경우에도 구성안…

리서처(researcher)와 팩트체커(fact-checker)가 사용하는 탐사 리서치 전문 스킬. 1차/2차 자료 수집, 출처 신뢰도 평가, 데이터 삼각검증, 편향성 분석 방법론을 제공한다. '자료 조사', '팩트체크', '출처 검증', '탐사 기법' 등에 활용한다.

Full research pipeline where an agent team collaborates to generate industry analysis, competitive analysis, consumer research, trend analysis, and integrated reports. Use this skill for requests like 'do market…

A pipeline where an agent team systematically performs academic research assistance. Use this skill for requests such as 'search for papers,' 'literature review,' 'organize research materials,' 'academic research,'…

A specialized skill providing a detailed framework for academic research methodology design. Used by the methodology-expert agent when designing quantitative, qualitative, or mixed-methods research and selecting…

Daily arXiv paper recommendations with automatic deduplication