Use when drafting or revising the literature-review section for a 《中国行政管理》 manuscript, when the public-administration theory anchor is missing, or when the Chinese-governance /…
Use when a 《中国行政管理》 manuscript is at the topic-selection stage and the public-administration theory frame, the research question, or the venue match are unsettled.
Use when drafting or revising the literature-review section for a 《中国农村经济》 manuscript, when the Chinese / English reference balance is off, or when canonical 三农 theory references…
Creates Epics following the T-Minus-15 process template. Epics are large bodies of work containing multiple Features.
Creates Features following the T-Minus-15 process template. Features represent significant deliverables that contain multiple User Stories.
GitHub-Issues mit `gh issue create` strukturiert anlegen, inklusive deutschem Markdown-Body, Emoji-Präfix im Titel und repo-nativen Labels aus `gh label list`.
Primary planning branch after /shape for major-tranche work that requires multiple independent PRDs. Use to create a GitHub milestone plus sequenced feature issues that will later…
Create a GitLab Merge Request for the current story branch. Use when the user says 'create an MR', 'open a merge request', or 'ready for review' in a GitLab project.
Two-phase research design and consolidation skill for multi-LLM optimized research
Document complex domain knowledge as self-contained packages with multiple reading paths
Activate exploratory coding stance. Research-backed emotional mode from claude-temper.
批判性迭代实验室：把一组论文或一个方向拉入多轮 idea 碰撞、支持与矛盾拆解、关键假设反推、失败模式审查与 family-level 综合，输出 critical_rounds、stable_findings 与 new_questions。需要做三轮以上 critical thinking 或路线级反思时调用。
Critical thinking as philosophical practice. Covers the Socratic method (elenchus), argument identification and reconstruction, premise evaluation, fallacy detection (formal and…
Access CrossRef metadata for scholarly works; use when you need to resolve a DOI or search CrossRef to retrieve bibliographic details, citation/reference counts, or funder…
Extract a CSAG (Conditional Scientific Argumentation Graph) from a manuscript using the canonical argumentation spine (Assertions, EvidenceItems, EvidenceLinks, InferenceSteps)…
Conduct art historical research, provenance investigation, and scholarly analysis to inform exhibitions, acquisitions, and publications using primary and secondary sources
Run a research-first, multi-perspective debate to explore complex technical decisions (trade-offs, architecture choices, integration strategies) using concrete codebase evidence.
Plan, conduct, synthesize, and review customer research and demand validation. Use when Codex is asked about customer interviews, surveys, usability studies, JTBD, buyer…
Use when a hypothesis has failed and needs archiving with resurrection conditions, when reviewing dormant ideas for possible revival, when a previously-killed strategy resembles…
14 data visualization skills. Trigger: charts, plots, figures, publication-quality graphics. Design: one skill per tool with code templates and academic formatting conventions.
Build trading systems in the style of D.E. Shaw, the pioneering computational finance firm. Emphasizes systematic strategies, rigorous quantitative research, and world-class…
Conduct comprehensive deep research on any topic using Dify-powered workflow - searches documentation, academic papers, tutorials, APIs, best practices, and returns structured…
Conduct enterprise-grade research with multi-source synthesis, citation tracking, and verification. Use when user needs comprehensive analysis requiring 10+ sources, verified…
Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research — from…
Investiga documentación oficial y valida soluciones en internet antes de implementar.
Produce an approved deep-research brief from bounded research, synthesis, and governed packaging.
Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research — from…
Deep research skill powered by NotebookLM MCP. Conducts structured multi-source research (market analysis, competitive intel, trend analysis, prospect research) using Google…
Pesquisa web profunda multi-fonte orquestrando Tavily (semântica) + Exa (deep), Perplexity (reasoning) e WebFetch pra complementar com fontes primárias.
Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports.
Comprehensive research methodology combining scholarly research, scientific data analysis, evidence synthesis, source evaluation, and systematic review practices for producing…
Fan-out-Recherche + adversariale Verifikation + zitierter Report. Trigger: tiefe Recherche.
Given outputs from 5 research sub-agents (time-sliced or partitioned), validate and synthesize them into a coherent, citation-backed Markdown deep research report with…
Search and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXiv-backed…
Defines a testable hypothesis with clear success metrics and validation approach. Use when forming assumptions to test, designing experiments, or aligning team on what success…
Literature-grounded variable operationalization for observational research. Turns a data dictionary + research question into a citation-backed table of exposure/outcome/covariate…
Defines form field specifications including validation rules, error states, and submission behavior. Updates the "フォーム仕様" section in screen spec.md.
Deep multi-source research combining academic MCPs (arxiv, semantic-scholar, paper-search, deepwiki), Exa semantic search, and local ~/.topos knowledge base.
Paper-textured, print-inspired design with minimal colors, clean serif/sans typography, and tactile surface qualities.
Use when designing a test plan for a distributed or stateful system — anything with persistence, replication, consensus, retries, idempotency, async messaging, multi-tenancy, or…
Apply David Deutsch's "hard-to-vary explanation" test to a theory, hypothesis, business strategy, scientific claim, or any explanatory story.
Guide de recherche UX : interviews, tests utilisateurs, personas et analyse. Se déclenche avec "UX research", "recherche utilisateur", "interview utilisateur", "test util — from…
Structured development workflows using /brainstorm, /write-plan, and /execute-plan patterns. Transform ad-hoc conversations into systematic project execution with…
Pipelines GitLab CI/CD — stages, jobs, runners, artifacts, environments et Auto DevOps. Se déclenche avec "GitLab CI", "gitlab-ci.yml", "pipeline GitLab", "runner GitLab" — from…
Guides writing a diploma thesis at PEF ČZU Praha. Use when the user asks to write, structure, cite, or review a diploma thesis, závěrečná práce, or any section thereof (úvod, cíl,…
Generate complex multi-page PDFs by running reportlab Python code directly via run_shell when shell_agent fails on document creation
Turning research artifacts into actionable PM insight. Customer interviews, user research notes, support ticket reviews, sales call transcripts, survey data, in-app feedback, all…
Structures and writes discussion sections for academic papers and research reports. Use when writing a discussion section, interpreting research results, connecting findings to…
Research-driven critique and enhancement of Amelia architecture or ideas docs. Use with GPT-5.2 when given a design/architecture doc to analyze concepts, find sources, and propose…
MCP-powered domain research for requirements elicitation. Uses perplexity, context7, firecrawl, and other MCP servers to research domain knowledge, best practices, and industry…
Use when formulating clinical research questions (PICOT framework), evaluating health evidence quality (study design hierarchy, bias assessment, GRADE), prioritizing…
Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's framework for syst — from…
Generate complete visual ebooks where EVERY page is a full-page AI-generated image (cookbooks, manga, picture books, visual guides).
Education Data Architecture (EDA) data model deep dive: Contact-centric, Affiliations, Relationships, Account record types (Academic Program, Educational Institution, Sports…
Analyze checkpoint tests and suggest missing edge cases. Use after writing tests or when reviewing test coverage. Invoke with /edge-cases
.
Education Cloud (EDA — Education Data Architecture) setup: student success hub, advisor workflows, enrollment management, academic data model.
When the user wants to plan, implement, or optimize student and education discount programs. Also use when the user mentions "student discount," "education discount," "student…
面向实现闭环的工程 workflow。用于把“需求/思路/方案”转成可交付改动，强调验收标准、最小改动、立即验证、明确回滚点。冲突优先级最低：若请求同时包含“接入审计”或“修 bug/继续查”等排障闭环意图，应让位于 skill-safety-audit 或 research-execution-protocol。
Frame an epic as a testable hypothesis with target user, expected outcome, and validation method. Use when defining a major initiative before roadmap, discovery, or delivery…
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic r — from…