Use when after LC-MS feature detection, alignment, and quantification are complete and you have a feature table with m/z and retention time attributes.
Use this skill to QA a scientific figure for journal compliance, alignment, palette correctness, and label legibility.
This skill should be used when the user asks to "find papers", "search for papers", "what does the literature say", "find research on", "academic papers about", "literature…
Complete reference for the fine-tuning pipeline (SFT, KTO, GRPO), cloud HF Jobs workflows, autonomous experiment search, checkpoint evaluation, and LoRA surgery.
This skill should be used when adding features to existing Firebase projects. Triggers on "add function", "create endpoint", "new tool", "add api", "new collection", "imp — from…
This skill should be used when troubleshooting Firebase emulator issues, rules violations, function errors, auth problems, or deployment failures.
This skill should be used when initializing a new Firebase project with proven architecture. Triggers on "new firebase project", "initialize firebase", "firebase init", " — from…
This skill should be used when reviewing Firebase code against security model and best practices. Triggers on "review firebase", "check firebase", "validate", "audit fire — from…
This skill should be used when the user requests to research topics using FireCrawl, enrich notes with web sources, search and scrape information, or write scientific/academic…
Research a BIG task upfront and cache the findings as a structured Markdown knowledge base (a file-based RAG) so that any later prompt, agent, or workflow step can retrieve…
Structured workflow for researching foreign law questions across Chinese, English, and local-language resources.
This skill should be used when enhancing the visual design and aesthetics of web applications. It provides modern UI components, design patterns, color palettes, animations, and…
Full Protein Characterization - Complete protein characterization: validate sequence, compute all properties, predict structure, and analyze pockets.
Use this skill when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision brief with citations,…
This skill should be used when the user asks to "search with gemini", "web research", "check reddit", "gemini 調査", "リサーチして", "最新情報を調べて", or when WebFetch is blocked.
Catalogs, scaffolds, and audits the per-repo tech stack across every brand (Arcanea, FrankX, Business, Starlight, verticals).
Use when you have a gene expression matrix (RNA-seq counts, microarray intensities, or normalized expression values) and need to perform gene set enrichment analysis on preranked…
This skill should be used when developing, debugging, refactoring, or building Genesis itself — tasks like "fix this in Genesis", "add a new MCP tool", "wire up the runtime",…
This skill should be used when working with genomic interval data (BED files) for machine learning tasks.
Prepare for a stage- or sollicitatiegesprek in one focused session - company research, three projects tellable via STARR, answers to the standard questions, strong questions to…
Prepare an evidence-led review of goods imports and the 2026 transaction-tax transition. This is a transition research draft, not a customs declaration or an exhaustive…
Use this bundled GIC skill for the platform-managed non-coding playbooks that power default product, marketing, SEO, support, and Engineer payments workflows.
Comprehensive toolkit for generating best practice GitLab CI/CD pipelines and configurations following current standards and conventions.
Create, review, manage, and merge GitLab merge requests using glab. Use this skill when the user wants to work with MRs — creating, listing, reviewing, approving, or merging them.
Manage GitLab repositories, view project details, and handle repository settings using glab. Use this skill for repository-level operations like cloning, forking, viewing project…
Check whether a proposed company name is free to register across 10+ countries — live, direct from each government register.
This skill performs genome-wide DNA methylation profiling. It supports single-sample and multi-sample workflows to compute methylation density distributions, genomic feature…
This skill should be used when working with Goldfish ML, an MCP server for AI-driven machine learning experimentation.
Invoke when Earth Engine, GEE, ee., or geemap is named; when work needs its server-side catalog; or when choosing Earth Engine versus local xarray or desktop processing for a…
This skill helps users automatically extract structured image data from Google Images via BrowserAct API.
This skill is designed to help users automatically extract reviews from Google Maps via the Google Maps Reviews API.
This skill helps users automatically extract structured news data from Google News via BrowserAct API.
Generate Russian academic reports (.docx) formatted to GOST 7.32 — лабораторные работы, отчёты по практике, курсовые проекты, ВКР, домашние задания для любого российского вуза…
Design and save a complete governance ecosystem for agentic operations — 6 structured documents (authority matrix, hard boundaries, escalation protocols, policy generation loop,…
Use this skill for comprehensive research tasks requiring deep investigation, multiple source validation, and citation-backed reports.
Apply action research through Plan-Act-Observe-Reflect cycles and Participatory Action Research (PAR) to generate knowledge while improving practice.
Apply case study research design (Yin) to investigate how and why questions within real-life contexts using single or multiple case designs and triangulation.
Apply Bhaskar's critical realism to analyze phenomena through three ontological domains (real, actual, empirical), identify generative causal mechanisms via retroduction, and…
Apply Difference-in-Differences (DID) to estimate causal treatment effects by comparing changes in outcomes between treatment and control groups.
Apply meta-analysis to synthesize effect sizes across multiple studies, assess heterogeneity, and evaluate publication bias.
Design and conduct mixed methods research using convergent, explanatory sequential, or exploratory sequential strategies with genuine integration of qualitative and quantitative…
This skill should be used when the user asks to "review a grant", "review my proposal", "score this grant", "evaluate my specific aims", "critique my research strategy", "review…
When pitching an idea, researches the graveyard — companies that tried something similar in the past 5–25 years and failed, what specifically killed them, and which operators or…
Use when the user wants to WIRE HawkScan into a CI/CD pipeline config file — triggers on "set up hawkscan in CI", "add stackhawk to my pipeline", "scan in CI", "configure github…
Use for any task involving the HDMA (Human Development Multiomic Atlas) repository — using its data (fragments, count matrices, Seurat/ArchR/BPCells objects, ChromBPNet models,…
Makes your AI agent think like the skeptic who kills your project on day one, so day fifty doesn't have to. The cheapest code is the project you never started.
Use when you have a cooler-format Hi-C contact matrix and need to identify TAD boundaries and insulation strength along the genome.
Evidence-based medical knowledge and research mentor. Trigger this skill when users ask any question related to medicine, clinical science, pharmacology, pathology, epidemiology,…
Digital pathology image processing toolkit for whole slide images (WSI). Use this skill when working with histopathology slides, processing H&E or IHC stained tissue imag — from…
This skill should be used when building or modifying a homelab automation that needs to deliver a status report via email + Telegram + (optionally) a GitHub-hosted markdown…
Use this skill when working with HOSxP Hospital Information System database running on MariaDB container.
This skill should be used when the user asks to "research what winning means", "figure out what success looks like", "research before starting", "how to win at X", "what does…
Use when when you have raw HPLC column specifications from RepoRT or similar metadata repositories and need to prepare them as input features for machine learning models.
Use when the user is doing AI/ML work in a scientific domain such as biology, chemistry, physics, astronomy, climate, genomics, materials, medicine, ecology, energy, engineering,…
Evaluate source credibility using primary/secondary classification, internal/external criticism, triangulation, and misinformation detection.
Human-computer interaction (HCI) as a discipline -- usability heuristics, interaction paradigms (CLI, GUI, touch, voice, gesture, spatial), accessibility, cognitive load theory,…
Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights — from…
Use this skill when asked to find, cite, analyze, or summarize Icelandic court decisions. Triggers on requests involving Hæstiréttur (Supreme Court), Landsréttur (Court of…
Use this skill whenever asked about Indonesian tax planning, regime selection, or year-end optimization for self-employed individuals (Orang Pribadi) and small businesses.
Use this skill for LIVE case-law or foreign-law research in immigration matters — routes to bundled free MCP servers (CourtListener and Legal Data Hunter) instead of citing from…