Construct, analyze, and evaluate philosophical thought experiments to test intuitions, reveal conceptual commitments, and probe theoretical implications
Cambridge Quantum (Quantinuum) t|ket> compiler skill for platform-independent circuit optimization
Time-of-Flight Secondary Ion Mass Spectrometry skill for molecular surface analysis and imaging
AI-powered ternary complex prediction for targeted protein degradation, modeling POI-degrader-E3 ligase assemblies to optimize PROTAC and molecular glue efficacy.
Research latest UI/UX trends from Dribbble and design communities. Use when starting a design project to understand current visual trends, color palettes, and layout patterns.
UCSC Genome Browser query skill for genome annotation retrieval and track data access
Use when citekeys (`@Name2023`, bare `Name2023`), paper/book/chapter references, phrasing like "what does X argue", "from my library", "cite this", or any request that could…
Systematic library evaluation with emphasis on readability, actionable insights, and informed decision-making.
AI-powered virtual laboratory orchestrating multi-agent scientific research teams for autonomous hypothesis generation, experimental design, and validation in biomedical research.
Detect and humanize AI-generated Chinese text. 20+ rule detection categories plus statistical features (sentence-length CV, short-sentence fraction, comma density, perplexity,…
Weights & Biases integration skill for experiment tracking, hyperparameter sweeps, and artifact versioning.
Specialized skill for correlating CFD predictions with experimental wind tunnel data
Use this skill whenever the user starts or updates a thesis, Bachelorarbeit, Masterarbeit, Hausarbeit, Facharbeit or academic paper.
ALWAYS use when managing GitLab Merge Requests via glab CLI: create, list, view, merge, comment (glab mr note), close, and link to OpenProject issues.
Load an agent profile on demand to adopt a specific role for the current session. Applies the profile's identity, governance scope, boundaries, and initialization declaration…
Pesquisa solucoes, benchmarks e alternativas antes de especificar. Compara trade-offs com dados. Use when researching solutions, comparing alternatives, or evaluating technologies.
Fast codebase scouting using shell search and optional parallel research agents. Use for file discovery, task context gathering, and quick scoped searches across director — from…
Wraps the Research Preview `claude agents` CLI (CC 2.1.139+) and `claude plugin details ork` for live observability of parallel agent sessions.
Deep research and analysis workflow for codebases, technologies, domains, ideas, or data. Produces structured documentation with analytical frameworks, confidence-graded findings,…
Adaptive GitHub PR lifecycle skill — create PRs, write/update descriptions, investigate review comments (Copilot + human) with research and batch approval, and check merge…
Полное AJTBD-исследование продукта — от сегментации до лендинга, RAT и рекрута. Запускает все AJTBD-скиллы последовательно в одной сессии.
Reproduce core algorithms from research papers. Reads paper from Zotero, extracts key algorithms, implements in Python, runs numerical simulation verification.
Author custom amq-squad roles that are not in the built-in persona catalog, then wire them into a team.
Guides Claude through creating analysis design documents for hypothesis-driven EDA. Use when the user wants to create, manage, or review analysis designs.
Explores existing data and analyses to help frame a hypothesis. Triggers: "framing", "何を分析する", "分析テーマ", "仮説を考えたい", "データを探して", "既存分析を確認", "analysis framing".
Records reasoning steps during hypothesis-driven analysis as an Insight Journal. Supports observation logging, evidence tracking, method decisions, question management, and…
Deep analysis workflow for codebases, architectures, systems, products, markets, or research topics. Use when the user asks to analyze, investigate, assess, evaluate, compare, or…
Compare Figma design system components against the Breeze design graph component registry. First builds existingcomponents.json by iteratively fetching all Component nodes from…
Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze results", "compare", or needs to interpret experim — from…
Build rule-based and statistical anomaly detection systems for business metrics — revenue drops, traffic spikes, churn increases, cost overruns
Research-backed evolution advice for your knowledge system. Analyzes health reports, friction patterns, and derivation history to propose specific changes with research…
Search, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf", or wants — from…
Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached.
Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germ — from…
Get a deep critical review of research from GPT via Codex MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on…
Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle.
Search, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf", or wants — from…
Research a topic in depth for the current or given task plan, by combining Internet/Web search with a grounding in the source artifacts of the project, and append the resulting…
Keyword research and strategy for iOS and Android apps. Analyzes keyword difficulty, search volume, relevance, and optimal placement across metadata fields.
Generate physically-based atmospheric scattering shaders — sky domes, planetary atmospheres, LUT-optimized pipelines, depth-aware post-processing.
Self-improving loop for plugin skills. Reads program.md, proposes one mutation per iteration, evaluates against deterministic scorer, keeps improvements via git, reverts failures.
Deep research on a triaged System Backlog item. Reads the vault, the user's infrastructure, and external best practices, then writes an ideation brief plus a draft plan directory.
Create an academic presentation as a LaTeX Beamer source and reviewed PDF with an original theme. Use when the requested deliverable is a conference, seminar, or lecture deck in…
[OMX] Bounded best-practice research wrapper using official/upstream evidence first
Load research corpus into the database by processing files, directories, or URLs through semantic chunking, embedding generation, entity extraction, and relationship building
Production-ready brief for short-form video — hook, shot list, on-screen text, audio plan, caption, CTA, aspect, length. Covers live-action + motion-graphic.
Builds a board-ready Category Strategy Playbook for ONE spend category with deep external research. Triangulates market size, CAGR, supplier landscape, cost structure, PESTLE,…
Quasi-experimental design and analysis (diff-in-diff, synthetic control, ITS, regression discontinuity) for when randomised testing is infeasible. Routes to stats-reviewer.
Run metric-driven iterative optimization loops. Define a measurable goal, build measurement scaffolding, then run parallel experiments that try many approaches, measure e — from…
[BETA] Execute work with external delegate support. Same as ce-work but includes experimental Codex delegation mode for token-conserving code implementation.
Generate research-backed content briefs with keywords, competitors, intent, and SEO strategy from a topic.
ALWAYS use when reviewing GitLab MR diff and posting review findings as MR comments via glab CLI. ALWAYS use when user mentions MR 리뷰, MR review, MR 검토, MR 코드 리뷰, MR 안전성 리뷰, MR…
Verify academic paper references — automated ground truth check + live arXiv verification + multi-agent cross-review protocol.
This skill should be used when creating or organizing working files in the .claude/ directory. It enforces consistent structure, naming conventions, and required cross-references…
Analiza críticamente textos argumentativos: framework Paul & Elder (8 elementos + 9 estándares), detección de falacias lógicas y sesgos cognitivos. Evalúa solidez de argumentos.
Audit and optimize Claude Code configuration with dynamic best-practice research
Keep-or-revert loop on a frozen harness: one hypothesis and one commit per attempt, both arms re-measured every time, kept by a rule written before the first attempt, logged…
Extract full paper details from a CNKI paper page including title, authors, affiliations, abstract, keywords, fund, classification.
Auto-generates a Markdown codebook from a dataset (CSV, DTA, Excel, Parquet) with types and summary statistics. Use when documenting variables.
Deep-dive research using Codex with Claude's cross-model synthesis. Use when asked \"codex research\", \"codex 리서치\", \"딥다이브\". Not for code review or plan verification.