Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for system — from…
Use when after identifying statistically significant LC-MS features (e.g., via MB-VIP with p < 0.01 and permutation testing), when you need to consolidate multiple ionization and…
Use when after you have identified statistically significant LC-MS features and run MamsiStructSearch to generate structural clusters (isotopologue groups, adduct groups,…
Use when you have GNPS-style MGF spectral files from MS/MS experiments and need to predict the molecular structure (as SMILES) of unknown compounds.
Use when after executing a molecular structure prediction model on spectroscopic
Use when when you need to understand the modular composition of a multi-component research software project, particularly before onboarding, refactoring, or deploying it.
Use when when you have tandem mass spectra (MSMS) from related or candidate molecules and need to determine which similarity metric—cosine, modified cosine, or neutral loss— ranks…
Standalone skill for validating an explicit assumption with structured research. Use when a user holds a belief that is still an assumption — a technical claim, a library's…
Drives any consequential decision or operational-analysis question through a structured decision-science process — frame the right problem, diagnose, widen options, gather the…
Designs statistical arbitrage pairs with cointegration analysis, spread dynamics, and entry/exit signal calibration.
Build a searchable archive of student projects, experiments, events, and weird real work so campus stops forgetting what students actually build.
Build and revise executable study designs for quantitative empirical political science. Use when translating a research problem and theory into a descriptive, associational,…
Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Evaluates the methodology of a published study in plain language — identifying its strengths, weaknesses, and the specific claims the study design can and cannot support — so a…
Auto-learns your study habits for academic success. Adapts techniques, timing, and materials to you.
Use when prompting, briefing or dispatching a research subagent, or when one goes idle with no report.
Reliability checks for web-research subagents. Pre-dispatch, verify the agent's tool grant actually includes web tools (else it no-ops or fabricates).
Performs subgroup and heterogeneous treatment effect (HTE) analyses for clinical trials. Covers Mantel-Haenszel pooling, Breslow-Day, interaction tests in regression, RER — from…
Cerca annunci su Subito.it per chi compra — filtra per criteri, giudica il prezzo sul mercato, segnala le truffe e prepara domande e offerta.
Generates a structured research brief on a documentary subject before the first filming session, covering their background, their relationship to the film's subject, their…
Use when aligning long FASTQ reads to a reference genome with Subread's long-read aligner, optionally in RNA-seq mode.
Use when an agent needs deep research from subscription sources, local research workspaces, archived evidence, evidence briefs, source-backed research memos, hypothesis tracking,…
What are the independent voices actually saying? Extract and analyze long-form content from Substack publications.
Use when you have created a GNPS molecular network (classical or feature-based workflow) and separately run an MS2LDA experiment on the corresponding MGF file, and you want to…
Use when you have created a GNPS molecular network (either classical or feature-based) and have computed MS2LDA motif assignments (probability and overlap scores) for the same…
Use when orchestrating long-running autonomous work — overnight runs, multi-hour research, multi-track experiments, 10+ hour jobs — where a single Claude context window cannot…
Suede-owned customer-research discipline for interview design, transcript and ticket synthesis, review and forum mining, quote banks, jobs, and evidence-backed personas.
Suede-owned operations-assessment discipline that maps how work actually happens before anyone designs a system: floor-level interviews with the people who do the work, an…
Suede-affiliated in-product monetization design for paywall screens, feature gates, trial-expiry states, usage-limit prompts, and free-to-paid upgrade moments.
Suede-owned pricing and packaging discipline. Use when deciding what to charge, structuring tiers, choosing a value metric, comparing free trials with freemium, researching…
Canonical Suede shipping DAG: scout, multi-lens research, gap critic, lane plan with explicit file ownership, disjoint parallel build, dual-lens review, adversarial refute,…
Guide a seller through researching and prospecting accounts on the Sumble MCP. Asks up front whether they're working a specific account or brainstorming, and which deliverable —…
Summarize robotics-related text, research papers, or lecture notes into concise, clear, and structured summaries. Use when user asks to condense or simplify robotics content.
Use when when you have imported a tab-delimited metabolomics file (via readData or similar) containing columns for compound identifiers, sample/aliquot names, peak areas (primary…
Use when you have cross-validated, filtered metabolomic NMR or MS data in a SummarizedExperiment container and need to prepare it for metabolome-wide association studies (MWAS)…
Use when when you have a SummarizedExperiment containing metabolomic abundances and a corresponding vector of quality metrics (e.g., coefficient of variation computed across QC…
Use when when you need to quantify and compare the effect of multiple filtering thresholds (e.g., Match.Factor ≥65, ≥80, ≥90) on the size of a retained compound set.
Run Claude, Codex gpt-5.6-sol, and configurable OpenCode reviews in parallel. Each reviewer gets one refinement pass before one provider writes the final synthesis.
Use when starting significant features, epics, or complex tasks. Creates multi-phase implementation plans with parallelizable phases, poker estimates, TDD-first acceptance…
Find, evaluate, and compare powder supplement manufacturers and co-packers. Includes outreach templates, MOQ comparison sheets, vetting checklists, and negotiation tactics.
Expert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical analysis, tracks KPIs, and provides strategic decisi — from…
Research customer questions by searching across documentation, knowledge bases, and connected sources, then synthesize a confidence-scored answer.
Use when BC superior-court drafting or JR research is needed. Elite SRL-safe counsel framework with locked forms and fail-closed citations.
Generate a research-grounded execution plan for any coding task. ALWAYS reads the project, then searches the web via `surf-search-skill` (the skill must be installed), interviews…
Growth experiment design — structure a growth hypothesis, define metric, baseline, expected lift, and kill condition for a single experiment.
Evaluate survey data pipelines and research methodology. Analyzes response bias detection (speeders, straight-liners, bots), statistical significance testing (t-test, chi-square,…
Design and execute insect population surveys covering survey design, sampling methods, field execution, specimen identification, diversity index calculation including…
Survey all experiment PRs on a branch and return a structured status report: which students are idle, which PRs await review, which are WIP.
問卷研究全流程架構師(Q1 期刊標準):從構念操作化到問卷成品、抽樣與樣本數規劃(先驗檢定力)、發放與回收執行計畫(多波次時點分離、多來源設計、催收與誘因)、共同方法變異(CMV)的程序性預防與統計事後檢驗(Podsakoff…
Design, deploy, and analyze surveys for social science and organizational res...
Use when a task needs the judgment of a Survey Researcher — designing a sampling frame and questionnaire for a public-opinion or market-research survey, diagnosing whether a…
Survey and synthesize theoretical literature on a specific topic, identifying seminal papers, key results, open problems, and cross-domain connections.
Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests.
Recognize and extract text from images or PDFs using Surya OCR (datalab-to/surya). Use when a user uploads a document, screenshot, scan, or photo and wants the text extracted or…
Designs production-ready, perfectly looping SVGs. Use when generating animated emotes, loaders, or math-driven vector graphics.
Use when the user asks to build a programmatic SVG schematic in Python: flowcharts, boxes and arrows, auto-fit SVG text, mm-precise diagrams, edge-snapped arrows, tangent-correct…
Provides guidance for experiment tracking with SwanLab. Use when you need open-source run tracking, local or self-hosted dashboards, and lightweight media logging for ML — from…
Integrate new DEX aggregators, swappers, or bridge protocols (like Bebop, Portals, Jupiter, 0x, 1inch, etc.) into ShapeShift Web.
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows — from Claude Flow Team
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows — from bg-szy/TOP-SKILLS