Multi-step reasoning engine for complex analysis and systematic problem solving. Use when: (1) Complex debugging scenarios with multiple layers, (2) Architectural analysis and…
헤르만 바빙크(Herman Bavinck, 1854-1921)의 신학을 토대로 설교 주제를 개발하고 깊이 있는 메시지를 형성하도록 돕는 코칭 스킬. 바빙크의 마그눔 오푸스 『개혁교의학(Reformed Dogmatics, 4권, Baker Academic 2003-2008 / 원작 Gereformeerde…
Builds structured research datasets by querying SerpAPI Google Search, Google Scholar, and Google News endpoints.
Automates academic research using the SerpAPI Google Scholar endpoint. Extracts citation graphs, h-index data, and co-author networks for literature reviews.
Use when an agent should remember to ask Shellbrain for targeted recall at task start, subproblem changes, repeated failures, hypothesis changes, or closeout.
Use when Codex should get up to speed in any repo with the installed shellbrain CLI, or when work shifts to a new surface, repeated failure suggests prior memory may help, a…
Generates complete FAERS pharmacovigilance study designs for one-drug whole-profile safety mapping using signal detection, subgroup analysis, onset/seriousness characteri — from…
Generates complete conventional single-gene oncology research designs from a user-provided cancer context, target gene, and validation direction.
Continuously tests and improves Claude Code skills using A/B experimentation and Auto Research ML loop.
Diagnose and optimize Agent Skills (SKILL.md) with real session data and research-backed static analysis. Works with Claude Code, Codex, and any Agent Skills-compatible agent.
Requires durable citations when authoring or researching Agent Skills—maintain references/sources.md per skill, link external research, and record provenance in PRs.
Structures research progress into focused and actionable slides for lab meetings or project reviews without inventing missing content.
Core methods for empirical social science research including surveys and expe...
6 social science skills. Trigger: survey research, social networks, psychology, behavioral studies. Design: quantitative and qualitative methods for social science research.
Evaluate source quality, build annotated bibliographies, and maintain curated reference collections. Covers the CRAAP test, source classification, citation management, and…
Spezialisierter Agent für Abenteuerstruktur, Akte, Szenen, Spannungsbögen und Abenteuer-Hooks. Erstellt das Grundgerüst eines Pen-&-Paper-Abenteuers nach bewährten dramaturgischen…
Unified workflow that delegates failed web searches to shell_agent for resilient data gathering, then applies anchored spreadsheet proof gates for verified Excel output
在由 market-research-landing-lab 底座派生出的新项目中启动项目调研。当用户说"开始这个项目"、"启动项目"、"初始化这个项目"、"start this project"等语义时触发。通过访谈收集执行人前提（核心技能、渠道现状、长期护城河方向、启动约束），并把答案写入 docs/00-research-question.md…
When the user has raw customer interview transcripts, survey responses, support tickets, or other qualitative data and needs to extract actionable insights.
Activate methodical coding stance. Research-backed emotional mode from claude-temper.
Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Generate a research-grounded execution plan for any coding task. ALWAYS reads the project, then searches the web via `surf-search-skill` (the skill must be installed), interviews…
Growth experiment design — structure a growth hypothesis, define metric, baseline, expected lift, and kill condition for a single experiment.
Design, deploy, and analyze surveys for social science and organizational res...
Write system prompts, tool docs, and agent definitions. Combines research-backed prompt engineering (+15-30% measured improvements) with project XML conventions.
Systematic debugging techniques for unclear root causes. Use when a bug's origin is unknown, multiple hypotheses need testing, you need to narrow down a failing area, end-to-end…
TA（主题分析）研究全流程AFP工作流协调器。采用心跳信号、HUD仪表盘、 原子级单步输出、硬停止确认、多方案选择等AFP设计理念，共12个检查点。 关键决策节点（理论定位、叙事结构、标题/摘要/关键词）提供多方案+理由供选择。 每步暂停等待用户确认，所有写作工作由专项skill完成。 当用户明确提到主题分析（TA）相关的全流程时触发，例如：…
Use when targeting 《税务研究》(Taxation Research — 中国税务杂志社主办的税务学术月刊, 在线投约稿系统 tg.ctax.org.cn) or deciding whether a Chinese tax/public-finance manuscript fits this venue.
Expert guidance for user research, helping product teams conduct interviews, create personas, design surveys, run usability tests, and synthesize findings into actionable…
A local text formatting organizer for biomedical/academic writing; use it when you need to clean whitespace/line endings while preserving Markdown structures or when normalizing…
Combined research, decision, and codification workflow. Use when: (1) Exploring a question before committing (2) Making a decision that needs documentation (3) User says — from…
Analysis of Competing Hypotheses. Operationalizes Richards Heuer's CIA-tradition technique for systematically narrowing among multiple hypotheses against evidence.
Researches a thinking framework end to end and produces a schema-valid proposed registry entry plus a learning dossier, grading the evidence on the seven-tier model and assessing…
First-person rigor patterns for non-trivial work — type/dimension check, decompose, bound-then-refine, sanity at limits, falsifiability.
Apply parsimony principle to prefer simpler explanations with fewer assumptions. Use for hypothesis selection in debugging, architecture decisions, and choosing between competing…
Hypothesis → Prediction → Test → Revise with explicit falsification. Use for debugging, feature experimentation, performance investigation, and A/B testing design.
Use when tackling complex reasoning tasks requiring step-by-step logic, multi-step arithmetic, commonsense reasoning, symbolic manipulation, or problems where simple prompting…
Day 2 end capstone move of a Foundation Sprint. Compresses the sprint's full strategic frame into a single canonical sentence (the Founding Hypothesis) plus an assumption…
Identify which processes, connections, and remote hosts are actually using bandwidth before you chase the wrong incident hypothesis.
Research the Israeli traffic statute behind a specific offense — find the regulation/section, number of points, fine tier, applicable appeal route (legacy vs.
Use AutoResearchClaw when an agent should turn a raw research topic into literature review, experiment planning, draft writing, and verification artifacts instead of improvising…
Generates complete two-sample Mendelian randomization (MR) research designs from a user-provided research direction.
Professional document preparation with LaTeX for academic papers, resumes, books, presentations, and formal documents
Three-mode lab report workflow for Indonesian academic reports in Typst. Mode SCAFFOLD: generate template only. Mode PUZZLE: guiding questions + references for self-writing.
Polishes UI primitives one at a time using 2026 research-backed patterns — adds loading/icon states to buttons, replaces inline skeletons with primitives, adds secondary actions…
Launch all available agents in parallel waves for open-ended hypothesis generation on problems where the correct domain is unknown.
Plan and execute user research — interviews, surveys, usability tests. Use when you need primary evidence to inform a product decision.
Specialized skill for synthesizing qualitative user research into actionable insights. Analyzes interview transcripts, extracts patterns and themes, identifies pain points,…
Perplexity Sonar API development with search-augmented generation, real-time web search, citations, and OpenAI-compatible Chat Completions.
12 pre-dev workflow skills + 2 standalone discovery skills + 1 standalone dashboard skill + 4 research agents organized into Small Track (5 gates, <2 days) and Large Track (10…
Install and configure all ux-collab dependencies. Use when: setting up ux-collab for the first time, something isn't working, check.sh reports failures, agent-browser is missing,…
Plan, conduct, and analyze UX research using proven methodologies. Use when planning user research, writing interview scripts, creating test plans, recruiting participants,…
Guide de recherche UX : interviews, tests utilisateurs, personas et analyse. Se déclenche avec "UX research", "recherche utilisateur", "interview utilisateur", "test util — from…
Expert in understanding user behaviors, needs, and motivations through qualitative and quantitative research methods to drive user-centered design.
Evaluate interfaces against 168 research-backed UX/UI principles, detect antipatterns, and inject UX context into AI coding sessions.
Validate design hypotheses via code experiments, codebase analysis, and external research.
Server-side extension that completes the full analysis pipeline for count outcome variables after vera-stat-count-testing has run.
Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". Use when users ask about predictions, comparisons, slopes, marginal effects, average…
Transform research papers into professional visual schemas. Analyzes paper logic, selects optimal layout patterns, and generates detailed prompts for AI image generation.
Word learning strategies, vocabulary instruction, and lexical development for reading comprehension. Covers Beck's three-tier vocabulary model, context clue strategies…