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…
Snapshot the upstream Figma component library into docs/research/_inventory/figma_components.md. For each Figma component: name, inferred tier, node ID, and whether a…
Systematic investment research workflow for A-share and Hong Kong stock markets using AI-powered analysis.
Investigate a codebase topic and produce structured markdown documentation. Collects investigation scope, explores the code, and writes a README plus sub-docs for each area.
Autonomous procedure for investigating someone's complex multi-system health picture. Works backward from what the person is actually experiencing to the underlying processes that…
Investigates a single PostHog error tracking issue end-to-end. Use when the user provides an issue ID or pastes an issue URL (`/error_tracking/`) and wants to underst — 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…
Use when industry research and sector rotation for portfolio alpha — TAM/SAM/SOM analysis, competitive dynamics, regulatory tailwinds, and sector timing to beat the market by…
4-agent parallel investment research team modeled after legendary investors. business-analyst (Duan Yongping lens), financial-analyst (Buffett lens), industry-researcher (Munger…
Prepare for investor calls by pulling upcoming meetings from Google Calendar, deeply researching each investor and their firm (website scraping, portfolio analysis, thesi — from…
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.
Diagnose and optimize build times and module architecture for large iOS apps (Swift / SwiftPM / Xcode): classify bottlenecks from Build Timeline data, evaluate…
Standard guidelines, templates, and best practices for creating and maintaining interactive IoT lab worksheet web applications (ESP32/ESP8266, Google Apps Script, Glassmorphism…
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
Use when packaging an IPSN-lineage artifact for the ACM badges and the IPSN Best Research Artifact Award, covering hardware-plus-software artifacts (firmware, board files,…
Use when drafting an IPSN-lineage rebuttal, covering the double-blind response to sensor-systems reviewers on ground truth, baseline fairness, deployment realism, energy…
Use when designing or auditing IPSN-lineage evaluations, covering real testbeds and deployments, ground-truth instrumentation, energy/latency/footprint measurement on real…
Use when reasoning about how an IPSN-lineage submission is evaluated, covering double-blind review, the per-track (IP / SPOTS) program committees, the rebuttal, Best Paper and…
Use when planning an IPSN-lineage project timeline from track/venue selection through the CPS-IoT Week deadline, double-blind submission, deployment and hardware logistics,…
Restructure any rough build, research, or legal-drafting request into an IRAC-shaped prompt — Issue, Rule, Analysis, Conclusion — optimized for a frontier model.
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…
Use when designing or auditing IROS experiments — real-robot trial counts, success criteria set in advance, reset procedures, failure taxonomies, baseline fairness on matched…
Operate the opt-in Isaac Lab rover training backend (schema, fakes, RSSM gates, no YAML keys, no USD commits)
Use when designing or auditing the evaluation of an ISCA paper — pinning simulator fidelity to the claims it must carry, documenting gem5-class configurations and sampling…
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…
Arbitrator research tool for investor-State dispute settlement (ISDS). The tool can summarize arbitrators' experience, with deliverables grounded in primary documents; it can also…
Compliant, retrieval-grounded research over investor-State dispute settlement (ISDS) awards and decisions.
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…
Not legal advice. Employer-side hiring automation for Israeli companies. Drafts Hebrew job descriptions against the published requirements of the Equal Employment Opportunities…
Builds a complete Hebrew proposal package for Israeli government and public sector tenders (michrazim).
Use when designing or auditing ISSTA experiments, covering real subject programs and benchmarks like Defects4J, fair tool-baseline configuration, bug-finding and coverage metrics,…
Use when auditing an ISSTA submission for HotCRP readiness, the 18-page (excluding references) limit, ACM sigconf plus review and anonymous formatting, double-anonymous integrity,…
Use when planning an ISSTA project timeline from venue fit through the January research-paper deadline, the March author response, the April first decision, the May Major-Revision…
Use when approved repo work should be coordinated through a plan document, GitHub issues, one verified implementation or research issue at a time, and an explicit checkpoint…