Master user interviews including interview guide design, questioning techniques, active listening, probing, avoiding leading questions, and interview analysis.
Generate a complete structured interview kit for a role — 3-5 role-specific competencies, one behavioral (STAR-format) question per competency, 1-5 scoring rubric with explicit…
Researches and compares potential locations for a filmed or recorded interview, evaluating each against practical criteria — visual suitability, acoustic quality, access, and…
Prepare for job interviews across formats—behavioral, technical, portfolio reviews, and negotiations.
Create a structured customer interview script with JTBD probing questions, warm-up, core exploration, and wrap-up sections.
Synthesize a batch of customer interviews into evidence-for + evidence-against the hypothesis, with pattern surfacing and bias flagging.
Detect introgression and admixture between species or populations using Dsuite (Malinsky 2021 fast D-statistics), Patterson's D / ABBA-BABA test (Green 2010; Durand 2011) — from…
Scaffolds a structured investigation in scratch/ for empirical research and documentation. Use when the user says "start an investigation" or wants to: trace code paths or data…
Structured hypothesis-driven investigation framework for diagnosing Google Ads performance issues. Auto-invoke when user says "investigate," "why is [account] performing poorly,"…
6-phase investigation workflow for understanding existing systems. Auto-activates for research tasks. Optimized for exploration and understanding, not implementation.
Professional investment analysis skill for stock market analysis. Provides 7 core capabilities: (1) Daily market overview, (2) Stock fundamental analysis, (3) Technical chart…
4-agent parallel investment research team modeled after legendary investors. business-analyst (Duan Yongping lens), financial-analyst (Buffett lens), industry-researcher (Munger…
Research investors before pitching - their thesis, portfolio, and what they care about
Use when defending the research design of an International Organization (IO) manuscript on international-level questions — causal identification with dyadic/TSCS/network data,…
Use when you have peak data from MSI experiments (stored as .zip peak matrix files) where matrix ions (e.g., silver adducts in AgLDI-MSI) dominate the spectrum and obscure analyte…
Use when when preparing ion image data from mass spectrometry imaging for contrastive self-supervised representation learning, and you need to generate augmented image pairs that…
Use when training a contrastive encoder on mass spectrometry imaging (MSI) data in ISO mode (isotope ions from the same molecule).
Use when you have TWIM-MS experimental data with assigned biomolecular class labels (e.g., peptides, lipids, carbohydrates) and arrival time measurements, and you need to compute…
Use when you have a curated dataset of molecular structures (or molecular descriptors) paired with experimentally measured or reference collision cross section values, and you…
Use when when you have SMILES strings representing neutral organic molecules and need to enumerate the likely protonated (e.g., [M+H]+) and deprotonated (e.
IP data research tools for patents, trademarks, and related USPTO/EPO/JPO records. Use when:
Apply when conducting deep research on technologies, APIs, frameworks, or other software development topics requiring systematic investigation
Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating…
Develop IRB/ethics protocols for human subjects research. Use when: (1) Planning studies involving humans, (2) Preparing IRB applications, (3) Ensuring ethical compliance, (4)…
Industrial production of iron and steel from ore to finished product — blast furnace, Bessemer converter, open-hearth, basic oxygen, electric arc, continuous casting, rolling, and…
要件定義書または変更要件定義書の出力後に、外部連携システムの詳細調査を行い、要件との整合性を確認するスキル。 「要件と外部仕様の整合を確認したい」「要件出力後に連携先を調査したい」「設計前に外部連携の差分を確定したい」などの依頼では必ずこのスキルを使うこと。 isdd-requirements / isdd-change-req…
Designs and analyzes stable-isotope-resolved metabolomics (SIRM / isotope tracing / fluxomics) experiments that measure metabolic ACTIVITY via 13C/15N/2H tracers, distinc — from…
Use when you have selected statistically significant features from multi-assay untargeted LC-MS metabolomics data and need to group them by structural relationships defined by…
Use when after filtering LC-MS features by statistical significance (e.g., p-value < 0.01) and you wish to group features that represent the same metabolite at different — from…
Use when you have preprocessed, statistically significant LC-MS features (from multiple assays or a single assay) and need to group features that represent the same metabolite in…
Use when turning results into an explicit contribution to IS for an Information Systems Research (ISR) manuscript and when drafting the mandatory ~500-word cover-letter…
Use when executing and reporting the analysis for an Information Systems Research (ISR) manuscript — identification and validity for empirical work, proof discipline and…
Use when choosing and stress-testing the research design for an Information Systems Research (ISR) manuscript — matching the genre (behavioral empirical, analytical-economic…
Use when designing the exhibits for an Information Systems Research (ISR) manuscript — correlation/measurement tables, estimation results, model/equilibrium figures,…
Use when building or refining the mechanism for an Information Systems Research (ISR) manuscript — deriving behavioral hypotheses for empirical work or analytical…
Use when shaping or sanity-checking a research question for Information Systems Research (ISR) — testing sociotechnical, intradisciplinary fit, IT-artifact centrality, the…
Use when deciding which isr-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an Information Systems Research (ISR)…
Use when polishing the prose, structure, abstract, and notation of an Information Systems Research (ISR) manuscript — front-loading the IS contribution, writing for a…
Employer-side hiring automation for Israeli companies. Generates Hebrew job descriptions compliant with the Equal Employment Opportunities Law 1988, posts to Israeli job boards…
Builds a complete Hebrew proposal package for Israeli government and public sector tenders (michrazim).
Break down complex tasks into a structured plan and trackable Issue CSV, then execute autonomously. Use when a task has multiple steps, needs research before starting, requires…
Start working on GitHub issue with deep-dive workflow (research, innovate, plan phases)
Research-grounded SDLC issue planner. Given an objective, dispatches parallel research agents, generates the supporting SDLC doc corpus, then files prioritized, cross-referenced…
McKinsey-style issue tree framework for breaking down complex problems into MECE (Mutually Exclusive, Collectively Exhaustive) components.
Provides role-specific expertise for 26+ IT company positions. Use when responding from a specific role's perspective, providing role-based advice, or when specialized knowledge…
Specialista di formattazione citazioni giuridiche italiane — verifica e formatta citazioni Cassazione, tribunali regionali, statuti federali e dottrina secondo gli standard…
Specialista di redazione giuridica italiana — redige documenti legali italiani inclusi contratti, atti giudiziari, pareri legali e memorie con corretta formattazione delle…
Specialista di ricerca legale italiana — cerca precedenti della Cassazione, interpreta statuti federali e regionali, e produce analisi giuridica multilingue verificata.
Specialista di strategia legale italiana — sviluppa strategia di causa per il processo civile (CPC), penale (CPP) e amministrativo (CPA) inclusa analisi della forza della causa,…
Owns the iteration loop on top of an ML workspace: the `plan/PLAN.md` history log and the per-experiment `plan/NN_short_name.md` design notes that must be written **and validated…
Multi-conversation methodology for iterative stateful work with context accumulation. Use when users request work that spans multiple sessions (research, debugging, refactoring,…
Use when a skill exists but blind assessment shows it underperforms, or when iteratively improving a skill through experiment cycles while avoiding overfitting to fixed benchmarks
Compare Itô prediction-market baskets against a user's knowledge base, portfolio notes, financial context, watchlist, or research thesis.
Design background Data Atlas style agents for Itô basket research, market discovery, parameter drafting, and human-in-the-loop editing.
Research prediction-market events, venues, underliers, liquidity, and news context for Itô basket workflows.
IVDR und Lab Developed Test: moderner Medizinrechts-Skill für In-vitro-Diagnostikum, Labor-Eigenentwicklung, Companion Diagnostics und Übergangsrisiken: IVDR und Lab Developed…
Use when deciding whether a project fits the Journal of the American Academy of Religion (JAAR) and how to frame it.
Research a brand, existing website, and competitors before building a premium animated client site. Use for brand extraction, website intelligence, competitor analysis,…
JACKS (Joint Analysis of CRISPR/Cas9 Knockout Screens) for modeling sgRNA efficacy and gene essentiality.
Use when targeting JACS Au or deciding whether a chemistry manuscript fits this gold open-access, broad, high-quality sister journal of JACS.