Provides comprehensive guidance for Avue framework including CRUD operations, form components, and data management.
Behandlung des EU-US Data Privacy Framework (DPF) im AVV. Angemessenheitsbeschluss EU-Kommission vom 10.07.2023 Beschluss (EU) 2023/1795.
AVV-Prüfung nach Art. 28 DSGVO: Klausel-für-Klausel-Analyse gegen das eigene Playbook, Prüfung von Sub-Auftragsverarbeiter-Klauseln, Drittland-Transferfolgenabschätzung (TIA),…
Use when ANY question involves Apple framework APIs, Swift compiler errors, or Xcode-bundled documentation.
Reference — AVFoundation audio APIs, AVAudioSession categories/modes, AVAudioEngine pipelines, bit-perfect DAC output, iOS 26+ spatial audio capture, ASAF/APAC, Audio Mix with…
Use when implementing on-device AI with Apple's Foundation Models framework — prevents context overflow, blocking UI, wrong model use cases, and manual JSON parsing when…
Reference — Complete Foundation Models framework guide covering LanguageModelSession, @Generable, @Guide, Tool protocol, streaming, dynamic schemas, built-in use cases, and all…
Reference — Comprehensive Network.framework guide covering NetworkConnection (iOS 26+), NWConnection (iOS 12-25), TLV framing, Coder protocol, NetworkListener, NetworkBrowser,…
Network framework migration guides. Use when migrating from BSD sockets to NWConnection, NWConnection to NetworkConnection (iOS 26+), or URLSession StreamTask to NetworkConnection.
Vision framework API, VNDetectHumanHandPoseRequest, VNDetectHumanBodyPoseRequest, person segmentation, face detection, VNImageRequestHandler, recognized points, joint landmarks,…
Expert guidance for Axum 0.8.x web framework development in Rust. Use when working with Axum 0.8+, migrating from 0.7 to 0.8, or when users mention path parameter syntax issues,…
Production patterns for Axum 0.8.x HTTP services with Tower middleware, type-safe routing, state management with FromRef, extractors, and error handling.
Create a new task in the Bernstein orchestrator. Use when the user wants to add a task, delegate work to an agent, file a bug fix, or queue up work for the orchestrator to handle.
Master Business Intelligence fundamentals including KPI design, metrics frameworks, data literacy, and analytical thinking
Revit API fundamentals, Dynamo for Revit, pyRevit framework, IFC schema and openBIM, model checking, automated documentation, clash detection, and BIM interoperability tools for…
Runs cis-pQTL Mendelian randomization for drug-target validation using UKB-PPP (Olink), deCODE (SomaScan), Fenland, INTERVAL, ARIC, and FinnGen-PPP proteomes plus colocalization…
Normalizes ChIP-seq data using exogenous spike-in (ChIP-Rx with Drosophila chromatin per Orlando 2014 / Egan 2016; E. coli carryover for CUT&RUN/CUT&Tag).
Applies ACMG/AMP 2015 framework with ClinGen SVI specifications, Tavtigian 2018/2020 Bayesian point system, Abou Tayoun 2018 PVS1 decision tree, Pejaver 2022 calibrated PP3/BP4…
Queries gnomAD v4 (807k samples), v3, v2.1.1, and constraint metrics with grpmax FAF95, bottleneck-group exclusion, LOEUF interpretation, SV/CNV/mtDNA catalogs, and Whiffin…
Predicts whether a DNA variant alters mRNA splicing using sequence-based deep-learning tools — SpliceAI (10kb context dilated CNN, clinical default), Pangolin (multi-tissue),…
A conversational framework for systematic scientific problem selection, project ideation, troubleshooting, and strategic decision making.
Analyze BCR repertoires for somatic hypermutation, clonal lineages, and B cell phylogenetics using the Immcantation framework.
Analyze BCR repertoires for somatic hypermutation, clonal lineages, and B cell phylogenetics using the Immcantation framework.
Carbon, nitrogen, phosphorus, sulfur, and water cycles — pools, fluxes, residence times, and anthropogenic perturbations.
Use when creating a new entity/table in Bknd. Covers entity definition with em() and entity(), primary key configuration, field basics, UI creation via admin panel, and code-first…
Use when creating a new user account in Bknd programmatically. Covers auth.createUser() in seed functions, registration via SDK/REST API, creating users via data API, admin panel…
Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text retrieval, or mu — from…
Blue Ocean Strategy analysis using ERRC framework and Strategy Canvas. Use when: blue ocean, market differentiation, competitive strategy, value innovation, ERRC framework,…
Teaches effective documentation search using the blz CLI tool. Use when searching documentation with blz, looking up APIs, finding code examples, retrieving citations, or when…
Break requirements into epics and user stories. Use when the user says "create the epics and stories list
Builds BMAD modules through conversational discovery and validates existing ones. Use when the user requests to "create a module", "build a module", "validate a module", or…
CI/CD test pipeline setup workflow. Detects the project's test framework and CI platform, generates a production-ready pipeline config with parallel sharding, burn-in loops for…
Desktop application business validation gate. Executes each Validation Metier item against a real desktop app environment (test framework, local binary, logs, file system),…
Protocol fuzzer script development using boofuzz framework. Use when creating network protocol fuzzers, defining protocol PDUs (Protocol Data Units), writing mutation-bas — from…
Protocol fuzzer script development using boofuzz framework. Use when creating network protocol fuzzers, defining protocol PDUs (Protocol Data Units), writing mutation-bas — from…
Use this for version-specific framework or library documentation lookup through Context7, including API signatures, configuration options, breaking changes, and recently changed…
Use this for engineering guidance across programming languages, frameworks, runtimes, and ecosystem-specific tradeoffs rather than assuming one default stack.
BPCore Engine - Lua game framework for Gameboy Advance with sprites, tilemaps, entities, collision, audio, multiplayer
Spezialfall Transfer nach USA unter EU-US-Data-Privacy-Framework DPF: Liste teilnehmender Unternehmen, Pruefraster fuer Wirksamkeit (Selbstzertifizierung, Annual-Recertification),…
Build Claude Code framework components (agents, slash commands, skills, plugins) following standardized templates.
Validate a capability flow specification against schema constraints. Use after designing a process to ensure it conforms to framework rules.
Scan SKILL.md files in .gaai/core/skills/ and .gaai/project/skills/, extract YAML frontmatter, and regenerate separate skills indices for each layer.
TanStack Start full-stack React framework with Bun runtime. Use for TanStack Router, server functions, vinxi, or encountering SSR, build, preset errors.
Apply John Brooks' Business Adventures framework to analyze corporate failures, market crises, and business decisions.
Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights.
Senior business consultant expertise for strategic analysis, frameworks, and executive communication.
Provides Business Model Canvas, Value Proposition Canvas, and TAM/SAM/SOM market analysis frameworks.
Systematically validate business ideas with proven scoring frameworks. Produces comprehensive 2,000-3,000 word validation report with actionable recommendations and go/no-go…
Strategic framework for evaluating build, buy, partner, or defer decisions with four-phase process, tiered TCO analysis, and integration with decision quality tools.
Create custom LLM evaluation benchmarks using the BYOB decorator framework. Use when the user wants to (1) create a new benchmark from a dataset, (2) pick or write a scorer, (3)…
Auto-loaded reference for the Cadence framework's patterns, definition of done, and role specs. Activates when the user asks about patterns, definition of done, DoD, role specs,…
Canopy framework execution engine. Interprets canopy-flavored skills (any SKILL.md with a `## Tree` section) at runtime — platform detection, section semantics (`## Agent`/`##…
Skills assessment, career frameworks, OKRs, mentorship, board of directors, and career pivots
Competency frameworks, level expectations (Junior to Staff+), and career progression paths for software engineers.
Game building mechanics case studies and decision frameworks. Use when designing building systems, evaluating trade-offs, or learning from existing games.
Provide comprehensive guidance for developing and maintaining the cc-sessions framework core functionality - primary skill for hooks, sessions, tasks, middleware, route handlers,…
Complete CCPA/CPRA compliance implementation covering California Civil Code §1798.100-199. Includes consumer rights framework, business obligations, service provider and…
Infer ligand-receptor interactions and cell-cell communication networks from single-cell RNA-seq data using the LIANA+ framework.
Skill untuk menyusun dokumen Strategic Plan jangka menengah-panjang (3–5 tahun) Polytron dalam konteks industri Consumer Electronics dan Electric Vehicles (EV), ditujukan kepada…
Create, fork, or production-harden a local software project as a public GitHub repository and publish the correct public artifact registry output with Ceratops defaults, using…