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.
Ralph-Inspired Adaptive Learning Framework for iterative, quality-gated biomarker report analysis
Enterprise risk management (ERM) framework layer — integrates COSO ERM 2017 (five components, 20 principles), ISO 31000, three-lines model, risk appetite, risk heatmap, and key…
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…
Use when inserting new records into a Bknd entity via the SDK or REST API. Covers createOne, createMany, creating with relations ($set), response handling, error handling — from…
Regras para escrever código de back-end com segurança, legibilidade, bom desempenho e testes, seguindo as decisões registradas em docs/adr/.
Five-skill sequence for 'what am I missing?' - Collide → Critique → Scale → Synthesize → Simplify. Use when you suspect you're not seeing something.
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…
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…
Create, update, fix, or refine documentation using Diataxis framework and BMad Method style guide. Use when user asks to 'create a doc', 'update docs', 'fix docs style', 'refine…
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…
Internal — first-run Atelier bootstrap into Memex. Seeds Atelier's roles + agent profiles into ~/.memex/agents.db, provisions the atelier store via memex:core:create-store, and…
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),…
Giúp bạn biến một việc hay lặp lại thành skill của riêng mình, viết theo template SKILL.md một trang, chạy thử trên một ca thật, có eval đếm được và sổ feedback, rồi cài vào…
Build Claude Code framework components (agents, slash commands, skills, plugins) following standardized templates.
How to build C/C++/Cython/Fortran extensions and frameworks like Caffe, OpenCV, protobuf-dependent projects from source.
Validate a capability flow specification against schema constraints. Use after designing a process to ensure it conforms to framework rules.
Implement and maintain idiomatic Scala backend services, including immutable data modeling, algebraic data types, options/eithers, effect or future-based async boundaries,…
Scan SKILL.md files in .gaai/core/skills/ and .gaai/project/skills/, extract YAML frontmatter, and regenerate separate skills indices for each layer.
Constructs Monte Carlo simulation frameworks with variance reduction and convergence analysis. Use when building MC simulations, implementing variance reduction, or assessing…
Constructs ROIC decomposition with invested capital measurement, operating return analysis, and value creation vs destruction assessment.
Bull/bear/base case scenario framework for a given company
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.
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…
Assess the reasons for training in a selected business using a four-category framework (Strategic, Operational, Departmental, Individual) with specific criteria for each.
Strategic framework for evaluating build, buy, partner, or defer decisions with four-phase process, tiered TCO analysis, and integration with decision quality tools.
Humanize non-human antibody sequences for therapeutic development. Framework analysis, CDR grafting onto human germlines, back-mutation identification, T-cell epitope prediction,…
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)…
Implements BYOD privacy compliance frameworks for personal device use in the workplace. Covers personal vs corporate data separation, MDM capabilities and limitations, employee…
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`/`##…
Guides the agent through migrating an existing Capacitor app project from CocoaPods to Swift Package Manager (SPM) for iOS dependency management.
Guides the agent through upgrading a Capacitor app project to a newer major version. Supports upgrades from Capacitor 4 through 8, including multi-version jumps.
Guides the agent through setting up Capgo-centered release workflows for Capacitor apps. Use when the user needs a unified path for live updates, native builds, and app store…
Multi-jurisdiction reference framework for corporate capital allocation, investment appraisal (NPV, IRR, MIRR, payback, profitability index), cost of capital (WACC, CAPM, hurdle…
Capture noteworthy review violations for the eval framework. Use when validator-run finds review failures — judges violations and saves notable ones to evals/inventory.yml.
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.