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.
Crab Catch is a Web3 research skill that automatically collects and organizes project data and potential risks from social media, websites, code, and on-chain data, and produces a…
Craft CMS 5 front-end Twig development — atomic design, template architecture, component patterns, Vite buildchain.
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…
Use when the user wants to create a self-improving evaluation loop (autoresearch pattern) to guarantee a Claude Code skill works at 100% effectiveness.
Orchestrate the end-to-end coding process for the Horus persona. Composes research (/dogpile), isolated execution (/battle), structured implementation (/task, /orchestrate), and…
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`.
Build, iterate, and evaluate Model Context Protocol (MCP) servers that expose external services as tools an LLM can call.
Create optimized prompts for Claude-to-Claude pipelines with research, planning, and execution stages.
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…
Orchestrated movie creation for Horus persona. Guides through phases: Research → Script → Build Tools → Generate → Assemble.
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.
Crea una nuova pagina funnel Shopify da zero (advertorial, listicle, quiz, o custom). Guida l'utente attraverso 8 fasi — scelta store, auth + scelta tema, brand identity discovery…
Two-phase research design and consolidation skill for multi-LLM optimized research
Create a new specification through an adaptive interview process with proactive recommendations and optional research.
Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation.
Use when creating GitHub issues, making new issues, filing bugs, requesting features, or before running `gh issue create`.
Document complex domain knowledge as self-contained packages with multiple reading paths
Activate exploratory coding stance. Research-backed emotional mode from claude-temper.
Research visual direction and develop your creative style. Use when establishing brand aesthetics, finding your visual identity, or planning creative direction for your assets.
Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatorial…
Generate, validate, and output new ideas based on existing knowledge. Combines combinatorial creativity, cross-domain analogy, and minimum experiments.
Structured learning system for AI agent crews. Design curricula, run research sessions, track progress, and prevent common failure modes (lazy output, planning-without-executing).
Build multi-agent AI systems with CrewAI. Create autonomous agents with roles, tools, and collaborative workflows.
Use when defending the research design of a Criminology (ASC / Wiley) manuscript — causal identification for quantitative work, longitudinal and life-course designs,…
Use when running the final pre-submission preflight for Criminology (ASC / Wiley) via the Wiley Research Exchange portal — anonymized main document plus separate title page,…
Process CRISPR screening data to identify essential genes and hit candidates. Performs quality control, statistical analysis (RRA), and hit calling for pooled CRISPR screens…
End-to-end CRISPR screen analysis from FASTQ to hit genes. Orchestrates guide counting, QC, statistical analysis with MAGeCK, and hit calling with multiple methods.
CRISPResso2 for analyzing CRISPR gene editing outcomes. Quantifies indels, HDR efficiency, and generates comprehensive editing reports.
Applies rigorous critical analysis to evaluate claims, arguments, and research. Use when evaluating evidence quality, peer reviewing content, assessing argument validity, or…
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。
Professional skepticism with pattern enforcement. Verify before agreeing, challenge violations, propose instead of asking.
Critical thinking as philosophical practice. Covers the Socratic method (elenchus), argument identification and reconstruction, premise evaluation, fallacy detection (formal and…
Acts as a peer review assistant to evaluate bioinformatics manuscripts. Identifies missing baselines, methodological flaws, and data leakage.
Use when identifying collaboration opportunities across fields, finding experts in complementary disciplines, translating methodologies between scientific domains, or building…
Find creative inspiration from parallel industries where your avatar exists. Use when you need fresh angle ideas, want to break out of industry conventions, or are looking for…
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…
Start (or promote) a crystal — an in-repo workitem under //workitem.md that anchors long-running sessions and prevents loss of sidetracks, decisions, and deferred…
Turn a process from the turn that just finished into a reusable skill. A skill captures a stable process -- SKILL.md prose describing the recipe, with scripts for deterministic…
Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed systems — producing runbooks, experiment manifests, ro — from…
Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance.
Designs and implements production-grade ML pipeline infrastructure: configures experiment tracking with MLflow or Weights & Biases, creates Kubeflow or Airflow DAGs for t — from…
Extract a CSAG (Conditional Scientific Argumentation Graph) from a manuscript using the canonical argumentation spine (Assertions, EvidenceItems, EvidenceLinks, InferenceSteps)…
CSP (Custom Shaders Patch) Lua API reference for Assetto Corsa modding. Use when working with ac.*, ui.*, render.*, physics.* APIs or any CSP Lua code.
ALWAYS USE when building semantic layer, working with metrics/dimensions, or integrating dbt with Cube consumption APIs.
CUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications.
Use for GPU-accelerated data analysis on datasets, CSVs, or tabular data using NVIDIA cuDF. Triggers when tasks involve groupby aggregations, statistical summaries, anomaly…
Conduct art historical research, provenance investigation, and scholarly analysis to inform exhibitions, acquisitions, and publications using primary and secondary sources
Use when targeting Current Biology or deciding whether a general-biology manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Research subject matter, align to educational standards, map prerequisites, and recommend learning theories for curriculum design.
Run a research-first, multi-perspective debate to explore complex technical decisions (trade-offs, architecture choices, integration strategies) using concrete codebase evidence.
Comprehensive customer feedback framework including NPS, CSAT, CES surveys, exit interviews, user research, feature request management with RICE prioritization, feedback analysis,…
Load when the user asks about customer research, survey questions, the Billion-Dollar Data Funnel, user testing, competitor analysis, or phrases like "what should I ask…
Plan, conduct, synthesize, and review customer research and demand validation. Use when Codex is asked about customer interviews, surveys, usability studies, JTBD, buyer…
For churned accounts, research what has changed since they left — new funding, team growth, competitor dissatisfaction, product updates that address their pain — then assess…
Brazilian healthcare compliance for regulated medical and psychological content. Includes LGPD data protection, CFM/CRP/ANVISA regulatory requirements, scientific research…
Healthcare SEO strategy for Brazilian medical and wellness professionals. Includes specialized keyword research (dermatology, psychology, nutrition), professional content…
Classify problems into Cynefin Framework domains (Clear, Complicated, Complex, Chaotic, Confusion) and recommend appropriate response strategies.