Academic
Academic writing, research, citations
atomic-decomposition
by lingzhi227
Decompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. For each concept, extract the math formula from papers and find code implementations. Use for complex system papers requiring formal grounding.
ethics-review
by poemswe
You must use this when identifying ethical risks, ensuring participant privacy, or preparing IRB applications.
peer-review
by poemswe
You must use this when critiquing academic manuscripts, evaluating methodological rigor, or providing structured reviewer feedback.
literature-review
by poemswe
You must use this when synthesizing existing knowledge, identifying research gaps, or tracing the evolution of scientific ideas.
multi-search
by AIsa-team
'Parallel multi-source search combining Web, Scholar, Smart, and Tavily results with confidence scoring and AI synthesis. Best for comprehensive research requiring cross-source validation. Use when: the user needs web search, research, source discovery, or content extraction.'
research-methodology
by poemswe
You must use this when matching research questions to appropriate designs, sampling strategies, or validity controls.
arl
by Jamie-BitFlight
Knowledge reference for Autonomous Refinement Loop research — pattern research into prerequisites for autonomous execution without synchronous human blocking gates. Defines failure categories, prerequisites, and conditions for replacing human judgment with machine-verifiable checks. Use when designing or evaluating autonomous agent loops, gate conditions, or HOOTL execution patterns.
it-role-expert
by krafton-ai
Provides role-specific expertise for 26+ IT company positions. Use when responding from a specific role's perspective, providing role-based advice, or when specialized knowledge is needed for engineering, product, design, data, marketing, sales, operations, HR, legal, finance, leadership, or academic functions.
literature-search
by lingzhi227
Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns structured JSONL with title, authors, year, venue, abstract, citations, and BibTeX. Use when the user needs to find papers, check related work, or build a bibliography.
related-work-writing
by lingzhi227
Write Related Work sections that compare and contrast prior work with your approach. Organize by theme, cite broadly, and explain how your work differs. Use when writing or improving the Related Work section of a paper.
latex-formatting
by lingzhi227
Handle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, manage packages, and ensure venue-specific compliance. Use when the user needs to set up a paper template, fix LaTeX formatting, or prepare for submission.
paper-compilation
by lingzhi227
Compile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation. Runs the full pdflatex + bibtex pipeline. Use when the user wants to compile a paper, fix compilation errors, or debug LaTeX.
sync-notion
by flonat
"Sync the current project's state to the central context library and Notion. Updates projects/_index.md, current-focus.md, and the Research Pipeline database entry."
interview-me
by flonat
"Interactive interview to formalise a research idea into a structured specification with hypotheses and empirical strategy. Conversational — asks questions one at a time. Triggers: 'help me formalise this idea', 'develop my research question'. Not for literature search — use /literature."
customer-review
by wcygan
Customer voice: Preserve authentic customer language in evidence
clone-sprint
by wcygan
Sprint-scoped MVP builder that consumes clone-research output. Decomposes research into a beads task DAG (epics per bounded context, subtasks per feature slice), spawns worktree-isolated builder agents in batches of 2-3, merges via bd merge-slot, and reports progress. Idempotent: first invocation creates the DAG; subsequent invocations run the next sprint via bd ready. Keywords: clone, build, sprint, MVP, beads, worktree, parallel, task DAG, feature slice
clone-research
by wcygan
Comprehensive product research for building an MVP clone. Spawns 4 parallel research agents to produce 9 standardized documents: Product Thesis, Feature Priority Matrix, MVP Scope Contract, Core User Journeys, Domain Model, System Architecture, Revenue & Pricing Model, API Surface Spec, and Design System Brief. Use when planning a clone, building a competitor alternative, scoping an MVP, or analyzing a product to replicate. Keywords: clone, MVP, product research, teardown, feature matrix, domain model, reverse engineer, competitor clone
Product Discovery
by wcygan
Example queries and expected outputs
spike-team
by wcygan
Time-sensitive bug fixes
competitor-analysis
by wcygan
Comprehensive competitor research using a 7-agent team. Spawns parallel research agents for product, marketing, UX, and technical analysis, then sequential synthesis agents for MVP spec, go-to-market strategy, and competitive landscape. Use when evaluating a competitor, planning a new product, or scoping an MVP. Keywords: competitor, competitive analysis, market research, product research, MVP, go-to-market, GTM, teardown, product teardown
undervalued-stock-screener
by Geeksfino
Screen and identify undervalued stocks with strong fundamentals using professional equity research methodology. Use when the user asks to find undervalued stocks, screen for cheap or bargain stocks, identify value investing opportunities, perform fundamental stock analysis, find stocks trading below intrinsic value, or requests a stock screener based on financial metrics like P/E ratio, debt-to-equity, free cash flow, or ROIC.
pdflatex
by OpenHands
Install and use pdflatex to compile LaTeX documents into PDFs on Linux. Use when generating academic papers, research publications, or any documents written in LaTeX.
customer-research
by whawkinsiv
"Use this skill when the user needs to understand their customers, create personas, conduct user interviews, or apply the Jobs-to-be-Done framework. Covers JTBD methodology, behavioral personas, interview techniques, and extracting actionable insights."
technical-research
by leeovery
"Explore ideas, validate concepts, and research broadly across technical, business, and market domains. Use when: (1) User has a new idea to explore, (2) Need to research a topic deeply, (3) Validating feasibility - technical, business, or market, (4) Learning and exploration without necessarily building anything, (5) User says 'research this' or 'explore this idea', (6) Brain dumping early thoughts before formal discussion. Creates research documents in .workflows/research/ that may feed into discussion or specification."