Use when you have retrieved multiple candidate structures from a molecular structure database (e.g., PubChem, HMDB) for an unknown compound, and you have predictions of…
Convert between IUPAC names, SMILES strings, molecular formulas, and common names for chemical compounds.
Use when after applying biotransformation rules to generate candidate product structures from input molecules, when the same transformed structure can be produced via multiple…
Use when when you have a set of molecular structures (N-Me derived unsaturated sterol lipids or structurally similar organic molecules with C=C bonds) represented as SMILES or…
Use when you have SMILES strings or molecular structure files (e.g., from a synthetic drug database) and need to feed them into a deep learning model like PS2MS, NEIMS, or DeepEI…
Use when when you have raw molecular structures in SMILES or SDF format that must be prepared as input to a descriptor-based classifier (e.g., BitterPredict).
Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography — from…
Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography — from…
9 chemistry skills. Trigger: chemical structure analysis, reaction prediction, molecular modeling. Design: computational chemistry tools and cheminformatics workflows.
Chemistry expert covering organic, inorganic, physical chemistry, lab safety, and experimental techniques
Use when when you have sum-normalized peak-abundance matrices from FT-ICR MS data with assigned molecular formulas and need to compare metabolite diversity between treatment…
陈年(凡客诚品创始人)的「极致单品/一件衬衫、反浮躁、敬畏之心(学小米)、回归产品诚意/反一抄了之、 专注不凑热闹、复盘/自我否定」消费 / 品牌反思视角。 Full tier:纯一手(2014「一件衬衫」828 发布会讲话全文实录)+ semi-一手(陈年口述、李原整理)蒸馏;research 见 references/research/01-06.md。
Use when targeting 《中国工业经济》(China Industrial Economics) — a top journal for industrial organization, firm behavior, regional/innovation/digital economy with empirical rigor and…
ChIP-seq quality control metrics including FRiP (Fraction of Reads in Peaks), cross-correlation analysis (NSC/RSC), library complexity, and IDR (Irreproducibility Discove — from…
Visualize ChIP-seq data using deepTools, Gviz, and ChIPseeker. Create heatmaps, profile plots, and genome browser tracks.
Festlandchina Wirtschaftsverkehr: Board Paper China Risk. Geführter Spezialskill mit Quellenlogik, Prüfroutine, Red-Team-Fragen und verwertbarem Output.
Use when when you need to simulate LC-MS/MS data for fragmentation strategy development and do not have (or wish to augment) real experimental chromatograms.
Use when you have retention time predictions from a source chromatographic method and need to predict retention times for a target chromatographic method, but have limited…
Use when you have experimental RT measurements from a source chromatographic method and need to predict RTs for the same molecules on a target chromatographic method, but lack a…
Research historical events from local history sources (Chrome, terminal). Use when you need to find what happened, when it happened, or retrace activity.
Applies the Chuqlab brand CSS design system to any Tailwind CSS v4 project. Includes brand color palette, Geist font configuration, and utility classes.
GitLab CI/CD for Rails 8 — .gitlab-ci.yml structure, RSpec + lint + security parallel stages, cache strategy (bundler, yarn, assets), services keyword for Postgres + Redis, Auto…
Use when the policy / institutional background section of a 《中国工业经济》 (China Industrial Economics) manuscript needs accurate detail — exact document names, effective dates, pilot…
Use when the literature section of a 《中国工业经济》 (China Industrial Economics) manuscript is a citation pile instead of a critical review that locates the gap.
Use to sharpen a topic for 《中国工业经济》 (China Industrial Economics) — anchoring on a clean China-policy quasi-experiment, firm behavior, industrial organization, or the digital…
Cirq is Google Quantum AI's open-source framework for designing, simulating, and running quantum circuits on quantum computers and simulators.
Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments.
Rebuild bidirectional citation edges across the research corpus. Scans outgoing citation tables, computes the inverse map, and rewrites all incoming tables to match.
Use when identifying seminal papers in a research field, mapping research lineage and intellectual heritage, discovering related work through reference tracking, or finding…
Format citations and bibliographies in multiple academic styles (APA, IEEE, Chicago, Harvard, MLA, Nature, Science).
Verify citations against the research corpus to prevent hallucinated references and enforce GRADE compliance
Source tier definitions, citation formatting, verification patterns, and hallucination prevention. Load when writing content that requires external evidence, statistics, or expert…
4-layer response shape for MCP tools that emit claims linked to sources — source-exists, claim-derivable, no-over-extension, no-hallucinated-cite.
Verify all claims are backed by evidence before producing a final answer. Use when completing research tasks, writing cited answers, or ensuring factual accuracy.
Cross-project research workflow for cix workspaces. Manual-invocation skill — load explicitly via `/cix-workspace ` when a request spans multiple repos and you want the full…
Produces a structured research plan for tracing a widely circulated claim back to its original source — mapping the citation chain, identifying where distortion may have occurred,…
Deep learning-based variant calling from long reads using Clair3 for SNPs and small indels. Use when calling germline variants from ONT or PacBio alignments, particularly — from…
Clarify ambiguous requests by researching first, then asking only judgment calls; stop before implementation.
Human-first UX strategy. Solve the right problem before solving it beautifully. Use when the user says "clarity", "clarity ux", "ux research".
Search research papers and get publication details from Clarity Protocol. Use when the user asks to search research papers, find publications, PubMed referen...
Use when when you have multi-omic TWIM-MS data (raw or processed arrival-time records) and have already assigned features or detected ion features to biomolecular classes (e.
Use when after identifying putative BGC-encoded precursor peptides from a genome assembly via MetaMiner's BGC identifier, when preparing a RiPP structure database for downstream…
Use when you have a feature table with assigned biomolecular class labels (e.g., from preceding class assignment step) and raw ion mobility arrival time measurements from TWIM-MS…
Use when targeting Classical and Quantum Gravity (CQG) or deciding whether a gravitation, general relativity, cosmology, quantum gravity, or gravitational-wave manuscript fits…
Use when you have a CSV or Excel file containing chemical structure descriptors for one or more molecules, and you want to obtain binary bitter/not-bitter predictions for each…
Use when planning and synthesizing product/user research as a method-and-repository discipline — selecting the right method for the goal (generative interviews vs usability test…
Spawn and manage Claude sub-agents for parallel or delegated tasks. WHEN: User needs parallel operations, multi-step autonomous research, or wants to delegate complex tasks to…
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or…
Research findings on Claude Code marketplace, plugin structure, and distribution. Auto-loads
Use when researching Claude Code or Codex upstream releases, selecting adaptations, or preparing Harness upgrades. Local-only; not for distribution.
Essential reference for ALL Claude Code artifact work (Skills, Commands, Subagents, Hooks, Plugins). Automatically activates when creating, updating, validating, or discussing any…
Legal workflow drafting, triage, review, research planning, legal operations, law-student or clinic support, and legal AI governance adapted from Anthropic claude-for-legal.
Expert assistant for conducting remote experiments with Claude-Light - a web-accessible RGB LED and spectral sensor instrument for statistics, regression, optimization, and design…
Queue research questions to run overnight when Claude Code usage limits reset. Use when the user wants to defer a question or research task ("queue this", "look into this…
Execute R code through RStudio via MCP. Use for R programming tasks, statistical analysis, data visualization, or setting up/troubleshooting the RStudio integration with Claude…
Comprehensive collection of 128+ ready-to-use scientific skills for Claude enabling research across biology, chemistry, medicine, genomics, and advanced analysis domains.
Use when about to make risky changes — refactors, migrations, destructive bash commands, schema changes, or experimental approaches that might need reverting.
Use when working in the claudine/ package area or with the Claudine library/CLI — normalizing agentic-CLI lifecycle events and hooks, wrapping providers (Claude Code, Codex,…
Multi-agent parallel orchestration for OpenClaw. Spawn AI agents as a team — parallel research, multi-model comparison, code pipelines. Proven 50-65% time savings.
Semantic Similarity Index for disease research literature using PubMedBERT embeddings