Navigate organizational redesign for AI with a structured 13-skill toolkit that produces persistent artifacts in $HOME/.ai-first-kit/.
Designs primary aims, secondary aims, and testable hypotheses from broad biomedical research ideas. Use this skill when a user needs to convert a loose study idea into a tighter…
Design and analyze factorial experiments to identify significant process factors and optimize settings.
Implement Statistical Process Control charts to monitor production process stability. Use this skill when the user needs to detect process shifts, set control limits, or…
Conduct Van Westendorp Price Sensitivity Meter analysis to identify acceptable price ranges. Use this skill when the user needs to determine price boundaries for a new product,…
INVOKE THIS SKILL for LLM-as-judge evaluation workflows on Arize: creating/updating evaluators, running evaluations on spans or experiments, tasks, trigger-run, column mapping,…
INVOKE THIS SKILL when creating, running, or analyzing Arize experiments. Also use when the user wants to evaluate or measure model performance, compare models (including GPT-4,…
This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs",…
Scans the biomarker landscape of a disease area by biomarker type, clinical/research use case, evidence layer, validation status, and maturity level.
Use this skill for in-depth investigation tasks — multi-source research, due diligence, technology evaluation, and evidence synthesis with citations.
MCP server for exploring CKAN-based open data portals (dati.gov.it, data.gov, data.gov.uk, open.canada.ca, demo.ckan.org, and any other CKAN instance).
Clarifies a vague clinical or biomedical research idea into a structured, bounded, searchable, researchable, and testable question.
Generates complete cross-disease shared-biomarker bioinformatics research designs from a user-provided disease pair and validation direction.
Work with Data Commons, a platform providing programmatic access to public statistical data from global sources.
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication.
Provides conceptual framework and analytical support for research on the balance between digitization (technique and didactic precision) and artistic interpretation (what stands…
Systematically maps mechanism evidence for a disease from molecules to pathways, cell types, tissues, biological consequences, and clinical phenotypes.
Access the ENCODE Project REST API to search for and retrieve biological data (biosamples, experiments, etc.).
Designs primary, secondary, and exploratory endpoints for biomedical and clinical research protocols.
Search civil records, church records (DTB), population registers, and notarial records at Erfgoed 's-Hertogenbosch (erfgoedshertogenbosch.nl).
PluginEval quality methodology — dimensions, rubrics, statistical methods, and scoring formulas. Use this skill when understanding how plugin quality is measured, when…
Run a structured organizational design health check — operationalizing the governance learning loop and decision ledger by collecting operational evidence, measuring gate…
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,…
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…
Evidence-based medical knowledge and research mentor. Trigger this skill when users ask any question related to medicine, clinical science, pharmacology, pathology, epidemiology,…
Use this skill when working with HOSxP Hospital Information System database running on MariaDB container.
Evaluate source credibility using primary/secondary classification, internal/external criticism, triangulation, and misinformation detection.
Builds clear, executable, and auditable inclusion and exclusion criteria for biomedical and clinical research protocols.
Workflow guide for querying Italian ISTAT statistical data via this MCP server. Use this skill whenever working with ISTAT data, SDMX dataflows, Italian statistics,…
Author or edit an ITMO graduation thesis (ВКР) in Markdown and convert it to a DOCX/PDF compliant with ЛНАОБУЧ-СМК-05-05-2020 (ГОСТ 7.32-2017).
Use this skill whenever you learn something important during a conversation: a key architectural decision, a project-specific convention, a bug root-cause, a 3rd-party API quirk,…
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR.
Searches for Memorie van Toelichting (explanatory memoranda) for a Dutch law and generates Gherkin test scenarios from legislature-intended examples.
Conduct legal research and risk analysis using GoodLegal MCP tools. Use this skill whenever the user asks a legal question, wants to research case law or legislation, needs a…
Converts an audited medical research gap into a complete, structured, gap-traceable study design. Always use this skill whenever a user already has one or more candidate research…
A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds.
Maps whether a biomedical research topic, subtopic, or study angle is truly saturated, superficially crowded, strategically occupied, or still open for differentiated entry.
Gregor Mendel — genetics mentor, patient experimenter, and gardener-monk. Trigger this skill when users ask about genetics, heredity, inheritance patterns, Mendelian laws,…
Apply structured problem-solving using MECE principle, issue trees, hypothesis-driven approach, and the Pyramid Principle.
Detects methodological gaps across study design, analysis, validation, bias control, reproducibility, and implementation readiness within a biomedical research area.
Control and monitor Xiaomi Mijia smart home devices. Use this skill when the user wants to: 1) Switch device status (on/off, brightness, etc.) 2) List available home devices 3)…
Use this skill when deploying ML models to production, setting up model monitoring, implementing A/B testing for models, or managing feature stores.
Generates complete network toxicology + molecular docking research designs from a user-provided toxicant and disease/phenotype.
Generates complete non-tumor biomedical machine learning research designs from a user-provided research direction.
Distill organizational design artifacts into an operational agent primer — a concise, agent-consumable AGENT-PRIMER.md encoding identity, values, boundaries, and quality standards…
Build and save a structured organizational genome — 7 markdown files across identity, decision architecture, and quality standards directories in $HOME/.ai-first-kit/ — that…
Verifies whether a scientific or biomedical claim is actually supported by the cited original papers rather than by citation drift, overstatement, selective citation, or…
Detects overlooked, underrepresented, weakly resolved, or poorly validated populations and subgroups within a biomedical research area so users can identify more precise and…
Use this skill when working with PostHog - product analytics, web analytics, feature flags, A/B testing, experiments, session replay, error tracking, surveys, LLM observability,…
Compares multiple study-route options for the same biomedical research question and recommends one primary plan, while explicitly explaining why alternative routes are secondary,…
Designs discovery, modeling, and validation workflows for prognostic biomarkers in biomedical and clinical research.
Manages research project lifecycle operations - archiving, creating, transitioning, and tracking project versions.
Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero…
Designs QTL colocalization studies that connect eQTL, pQTL, sQTL, or related molecular QTL signals with GWAS loci.