Academic
Academic writing, research, citations
rainman-travel
by deusyu
"Deep travel research workflow. Input a city name, auto-profiles the city's character, dynamically selects research dimensions, generates structured knowledge document (org-mode) + portable reference cards (PNG). Adapts to any city type: ancient capitals, coastal cities, ethnic regions, modern metropolises. Use when user says '旅行研究', '出发前功课', 'travel research', or provides a city name with intent to do deep travel preparation."
atomicity-criteria
by dozybot001
Criteria for judging if a task is atomic (executable in one step). Use with CheckAtomicity to decide when to Decompose vs FormatTask. Essential for atomicity decisions. Apply when processing each task in the planning workflow.
paper-evaluation
by dozybot001
Criteria for evaluating paper relevance (EvaluatePapers) and filtering (FilterPapers). Use before EvaluatePapers/FilterPapers to ensure consistent scoring and selection. Score 1–5, should_retry when score < 3.
rag-research-template
by dozybot001
Advanced RAG-style research schema with literature-grounded fields. Use when RefineIdea for hardware-aware or citation-heavy proposals.
research-methodology
by vinnie357
Activate when conducting topic research with complexity assessment, thinking mode selection, and comprehensive documentation generation
synthetic-market-research
by BayramAnnakov
Fast, cheap market research using LLM-generated synthetic survey responses with Semantic Similarity Rating (SSR). Runs purchase intent, concept tests, and pricing research in minutes instead of weeks, at $0 per respondent. Based on PyMC Labs' validated methodology (90% correlation with real humans across 57 surveys). Triggers: synthetic research, market research, survey, purchase intent, concept test, consumer research, SSR, synthetic survey, product validation, pricing research, Likert scale.
requirements-clarifier
by ttmouse
A generic requirement/problem clarification workflow. Use when a user/client request is ambiguous, underspecified, or hard to execute/verify. The skill reframes the request, defines scope, constraints, inputs, and acceptance criteria, then outputs a concise one-page definition and a minimal question set to close gaps. Suitable for product/feature requests, content requests, ops tasks, research asks, and decision-making prompts.
gcse-english-literature-tutor
by markpitt
GCSE English Literature tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, and Eduqas boards. Use when a student asks for help with set texts (Macbeth, An Inspector Calls, Jekyll and Hyde, poetry anthology), analysing writer's methods, writing literature essays, comparing poems, revising for GCSE English Literature, practising past paper questions, or understanding themes and characters.
gcse-pe-tutor
by markpitt
GCSE Physical Education tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, and WJEC boards. Use when a student asks for help understanding PE topics, answering exam questions, revising anatomy and physiology, practising fitness tests, applying sports psychology, or wants guidance on exam technique for GCSE Physical Education.
gcse-english-language-tutor
by markpitt
GCSE English Language tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, Eduqas, and WJEC boards. Use when a student asks for help understanding reading analysis, writing techniques, exam technique, revising for GCSE English Language, practising past paper questions, or improving their creative or transactional writing.
gcse-art-tutor
by markpitt
GCSE Art and Design (Fine Art) tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, and Eduqas/WJEC boards. Use when a student asks for help with their art GCSE, sketchbook, portfolio, artist research, annotations, ESA preparation, understanding assessment objectives, or the 10-hour exam. Also triggers on "GCSE Art", "art sketchbook", "ESA themes", "portfolio help", "art annotations", or "Fine Art GCSE".
gcse-biology-tutor
by markpitt
GCSE Biology tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, and WJEC boards. Use when a student asks for help understanding biology topics, answering exam questions, revising for GCSEs, practising required practicals, or wants guidance on exam technique for GCSE Biology.
gcse-maths-tutor
by markpitt
GCSE Maths tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, and Eduqas boards. Use when a student asks for help understanding maths topics, answering exam questions, revising for GCSEs, working through calculations, or wants guidance on exam technique for GCSE Maths.
deep-research
by 24601
"Async deep research via Gemini Interactions API (no Gemini CLI dependency). RAG-ground queries on local files (--context), preview costs (--dry-run), structured JSON output, adaptive polling. Universal skill for 30+ AI agents including Claude Code, Amp, Codex, and Gemini CLI."
user-research
by Logos-Liber
Research methodologies, user interviews, surveys, usability testing, persona creation, and insight extraction
research-to-diagram
by wshuyi
深度调研主题并自动生成知识关系图谱PDF。接收研究主题后自动进行网络调研、信息收集、知识整理，最终生成专业的可视化关系图谱。适用于"研究...并做图"、"深度分析...并可视化"、"生成知识图谱"等场景。
docs-project-research-summary
by OzeroHAX
Documentation of research results and their impact on project decisions
psi
by siviter-xyz
Plan-spec-implement workflow for structured development. Only use when explicitly directed by user or when mentioned in project AGENTS.md file. Generates ephemeral plans in ~/.dot-agent/, applies specs to project docs, then implements test-first.
research
by duongductrong
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
nixos
by jwiegley
Resolve NixOS issues using research and sequential thinking
Finding Open Access Papers
by kthorn
Use Unpaywall API to find free full-text versions of paywalled papers
Subagent-Driven Literature Review
by kthorn
Use parallel subagents for large-scale paper screening and deep dive analysis
Getting Started with Research Superpowers
by kthorn
Introduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversal
Traversing Citation Networks
by kthorn
Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication