Compose Dutch-context personas on-demand from external trait pools and pre-authored coupled archetype bundles.
Experimental (preview) Pester skill for migrating classic Should -Be (v5) assertion syntax to the new Should-* (v6) assertions (note the hyphen, no space), e.g.
A specialized skill for generating high-quality, consistent children's bilingual picture books using 'banana nano'.
Creates a comprehensive, context-rich implementation plan through deep codebase analysis and external research.
Scaffold a PyTorch Lightning project for classification, regression, or timeseries research. Triggers on "新建项目", "initialize project", "scaffold", "create PL project".
Decompose a large, multi-part feature or initiative into decoupled groups (epics), research each with parallel subagents (get a second opinion from the other LLM on genuinely hard…
Invoke the Product Team to review the roadmap, research opportunities, define requirements, and create implementation specs.
User research plans and instruments for the app being built: picks the method, then writes the discussion guide, screener, usability test script, survey or inclusive-research…
Get full paper details for a PubMed article by PMID - title, authors with affiliations, abstract, MeSH terms, keywords, publication types, DOI, and citation info.
Plan new work by creating issues or feature requests from a natural language description. Researches the domain online, analyzes the codebase for context, and decomposes complex…
Diagnose the root cause of a bug, error, crash, or unexpected behavior. Traces through code, logs, services, database state, and git history to find why something is broken.
Measure porosity, pore size/shape, lattice period and ordering (psi6, Voronoi coordination, radial g(r) and orientational correlation length) from a top-view SEM image of a porous…
Draft a structured preregistration document (OSF, AsPredicted, or AEA RCT Registry style) from a research spec or free-form study description.
Pre-Launch Quality Gate für Design- und Kommunikations-Assets. Pretestet jedes Design- oder Kommunikations-Asset bevor es rausgeht: Pitch Decks, Investor-Präsentationen, Landing…
Create a pricing and packaging hypothesis, research plan, and low-risk validation path tied to customer value and unit economics.
Generate a consultant-grade strategic intelligence brief on a company. Long-running (35-120 min) and metered ($0.10-$5).
Search patent databases and academic literature for prior art relevant to an invention. Use when user says \"现有技术检索\", \"prior art search\", \"专利检索\", \"check patents\" — from…
Synthesize user research from interviews, surveys, and feedback into structured insights. Use when you have a pile of interview notes, survey responses, or support ticket — from…
Create a concise presentation deck that communicates a project's current state, decisions, evidence, risks, and next steps.
Install or reconcile research-project safety rules and protected folder boundaries for data, code, outputs, and paper sources.
Systematically verify mathematical proofs in statistics/ML theory paper appendices. Use when user says "proof check", "check proofs", "verify proofs", "audit paper", "检查证明",…
Run the proofreading protocol on documents. Checks grammar, typos, overflow, consistency, and academic writing quality for .tex, .qmd, .typ, and .md files.
Senior quant analyst (Math PhD) — reviews analytics pipelines and reports for mathematical correctness, statistical validity, and data quality (Accuracy, Completeness, Uniqueness,…
The results-analysis lens: turn a finished results store into settled claims, mechanism evidence, and paper-grade figures — for any field running experiments to publish (ML,…
Audits all SEO changes made to a domain within a given period (read-only). Reconstructs change history from cache, Shopware updatedAt fields and crawl diffs when logs are missing.
Formats estimation output as a publication-quality regression table with stars, SEs, and fit statistics. Use when creating a results table.
Analyze Sentry session replays to surface UX patterns, pain points, and user journeys for a given product area.
Deep research before planning. Launches parallel agents to search docs, web, and codebase, then synthesizes findings into actionable context.
Use when initializing, adding, updating, deleting, or linting a package's state-backed Analysis view, or when distilling an evidence-backed insight into a package Rule.
Research and compare the Stateless Agent Methodology (SAM) against other methodologies using only verifiable reference material.
Full pipeline: decompose a broad goal into sub-plans, draft each with adversarial review, then execute all of them autonomously via /run-plan. One command, walk away.
Use when the user invokes /research-auto or asks to run an autonomous research campaign over one committed Direction toward a measurable gate.
Gather facts and context from codebase, docs, and web,... Use when exploring patterns, finding implementations, looking up documentation, or researching before decisions.
Research a chef from a taxonomy YAML using 4 sequential agent teams (2 researchers + 1 synthesizer each) to produce a completed research profile
Pesquisa etimologia de caracteres chineses consultando 7 fontes acadêmicas (MDBG, chardb/xiaoxue Academia Sinica, hanziyuan, shuowen.org, CantoDict).
Research a task, problem, bug, or feature by exploring the codebase. Use when starting new work, encountering bugs, or needing to understand how existing implementation r — from…
Research a task, problem, bug, or feature by exploring the codebase. Use when starting new work, encountering bugs, or needing to understand how existing implementation r — from…
Research a batch of companies in parallel using background subagents. Demonstrates the file-based result passing pattern to avoid context overflow.
Strategic research companion — brainstorm, evaluate, and decide on research directions. TRIGGER when the user wants to brainstorm research, evaluate research ideas, do project…
Comprehensive multi-source research with academic depth. Searches web, social platforms, news, academic databases, and GitHub.
Document Q&A with visual citations. Parses a folder of PDF/DOCX/PPTX/XLSX/images via LiteParse, answers a question, generates an HTML report with page screenshots and bounding-box…
Evaluate a research source from report_notes, understand its purpose, and create a Linear issue.
Validate and enforce standard YAML frontmatter on research documents with JD-aware path resolution. Use when creating, editing, or validating research files, when user mentions…
Technical research methodology using Context7, Exa, and Sequential Thinking for documentation, best practices, and complex investigations.
Builds ideal customer profiles and buyer personas from real voice-of-customer evidence — demographics, pain points, jobs-to-be-done, decision psychology, and online habitat for a…
Generate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset
Quick entry point for structured knowledge elicitation with epistemic tracking. PROACTIVELY activate for: (1) interviews and requirements gathering, (2) problem definition, (3)…
Map market landscape, competitive dynamics, TAM/SAM/SOM sizing, whitespace opportunities — every claim sourced, adjacent competitors checked, sizing shown with methodology.
Use when creating or materially restructuring a state-backed research package from a ratified Direction or explicit package input.
Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop) → Workflow 3 (paper writing, optional).
Turns the operator's own platform evidence — owned analytics, public metrics, manual exports, and prior eval outcomes — into a sourced per-platform evidence base across X,…
Coleta e organiza informacao tecnica multi-fonte antes de escrever docs, PRDs, ADRs ou artigos. Busca em: docs oficiais, GitHub (repos + issues), Stack Overflow, papers e blogs de…
Discovers what's working right now on short-form video platforms (TikTok, Instagram Reels, YouTube Shorts; X and LinkedIn video by opt-in) for a given topic and market — mines…
類似 DAW / CLAP ホスト / Rust オーディオプロジェクト（clap-host, clap-validator, clack, nih-plug, Meadowlark 等）のソースコードと CLAP / cpal / eframe の公式リファレンスを調査し、 実装方針レポートを出力する。…
Synthesize user research into themes, insights, and recommendations. Use when you have interview transcripts, survey results, usability test notes, support tickets, or NP — from…
Execute a research task using compositional workflow planning. Characterizes the task, selects an approach from a library of research strategies, executes it, and self-evaluates…
Multi-step research orchestration. Use when user asks "research X", "summarize current state of Y", "what's the latest on Z", or compares approaches.
Crawl and collect resources for a financial research topic using Exa with full HTML and chart extraction.
Conducts extensive web research on technical topics with validated references and citations. Use when you need external documentation, library comparisons, or best practices…
Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle.