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Skill

Source

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Architecture Patterns Analysis site/smithery.ai/architecture-patterns-analysis This skill should be used when the user asks to "analyze architecture", "review code structure", "check SOLID princip…

architecture-compliance site/smithery.ai/architecture-compliance Verify Tetris architecture compliance with coding rules and patterns.

architecture-research site/smithery.ai/architecture-research Software architecture research and toolkit. Research technology stacks, patterns, system architectures,…

archive-reprocessing site/smithery.ai/archive-reprocessing Flexible, version-tracked reprocessing system for archive transformations using patterns (Strategy, Template M…

assembling-components site/smithery.ai/assembling-components Assembles component outputs from AI Components skills into unified, production-ready component systems with va…

assertion- site/smithery.ai/assertion- SystemVerilog Assertions (SVA) as executable specifications. Use when defining timing requirements, protocol specific…

Asset Manager site/smithery.ai/asset-manager Organize assets, optimize images and fonts, maintain brand asset libraries, implement version control for asse…

b2b-ai-startup-levie site/smithery.ai/b2b-ai-startup-levie Strategic framework for evaluating and building B2B AI startups based on Aaron Levie's insights from building Box thr…

backend-api-restful- site/smithery.ai/backend-api-restful- REST principles, resource naming, HTTP methods.

backend-coding site/smithery.ai/backend-coding Expert backend development guidance covering Node.js, Python, Java, Go, API (REST/GraphQL/gRPC), database patt…

background-jobs-er site/smithery.ai/background-jobs-er s background job processing systems with queue integration (BullMQ/Celery), job definitions, retry policies, ex…

basic--reviewer site/smithery.ai/basic--reviewer 基本設計書をレビューし10点満点でスコアリングする

basic--workflow site/smithery.ai/basic--workflow 要件定義書から基本設計書を作成し、レビュー合格（9点以上）まで修正を繰り返す完?

basic--writer site/smithery.ai/basic--writer 基本設計書を作成・修正する

bauman--system site/smithery.ai/bauman--system Sistema de diseño para el ERP SIBA (Sistema Bauman). Debe usarse SIEMPRE al crear o modificar componentes UI, páginas…

bio-crispr-screens-base-editing-analysis site/smithery.ai/bio-crispr-screens-base-editing-analysis Analyzes base-editing screens for variant function. Covers library (Hanna 2021 ClinVar-scale CBE screen benchm…

bio-differential-expression-batch-correction site/smithery.ai/bio-differential-expression-batch-correction Handles batch effects in bulk RNA-seq via -matrix inclusion (the correct path for DE), ComBat/ComBat-seq for vi…

bio-experimental--multiple-testing site/smithery.ai/bio-experimental--multiple-testing Controls error rates across thousands of simultaneous tests in genomics discovery using false-discovery-rate methods …

bio-flow-cytometry-compensation-transformation site/smithery.ai/bio-flow-cytometry-compensation-transformation Corrects fluorophore spillover (conventional compensation) or spectral overlap (spectral unmixing) and applies varian…

bio-flow-cytometry-differential-analysis site/smithery.ai/bio-flow-cytometry-differential-analysis Differential abundance (DA) and differential state (DS) analysis for flow and mass cytometry - tests which cell popul…

bio-metabolomics-lipidomics site/smithery.ai/bio-metabolomics-lipidomics Assigns honest lipid annotation levels, s class-based internal-standard quantification, and runs lipid-aware di…

bio-metabolomics-statistical-analysis site/smithery.ai/bio-metabolomics-statistical-analysis Decision-grade statistical analysis for metabolomics intensity tables. Covers transformation and scaling (Pareto vs u…

bio-metabolomics-targeted-analysis site/smithery.ai/bio-metabolomics-targeted-analysis s and validates quantitative targeted metabolomics assays (MRM/SRM on triple-quadrupole, PRM on high-resolution…

bio-primer--primer-basics site/smithery.ai/bio-primer--primer-basics s and ranks PCR primer pairs for a target template with primer3-py (_primers), returning pairs with neare…

bio-primer--qpcr-primers site/smithery.ai/bio-primer--qpcr-primers Co-s qPCR/RT-qPCR primers and hydrolysis (TaqMan) or molecular-beacon probes with primer3-py (PRIMER_PICK_INTER…

bio-single-cell-batch-integration site/smithery.ai/bio-single-cell-batch-integration Integrate multiple scRNA-seq samples or batches with Harmony, scVI/scANVI, Seurat (CCA/RPCA), fastMNN, Scanorama, or …

bkit-templates site/smithery.ai/bkit-templates PDCA + Sprint document templates — Plan, , Analysis, Report for individual features plus templates/sprint/{mast…

blow-compiler-gamedev site/smithery.ai/blow-compiler-gamedev languages and write game engine code in the style of Jonathan Blow, creator of Braid, The Witness, and the Jai…

book-architect site/smithery.ai/book-architect the structural and emotional architecture for nonfiction books. Use when an author has a validated book concep…

brainstorm-diverge-converge site/smithery.ai/brainstorm-diverge-converge Applies structured divergent-convergent thinking to generate many creative options, organize them into meaningful clu…

brainstorming-extension site/smithery.ai/brainstorming-extension Warmstart extension to superpowers:brainstorming - auto-triggers review gate after completion

brand-typography-systems site/smithery.ai/brand-typography-systems Provides brand typography selection and hierarchy development frameworks including the Brand-First Typography Selecti…

building-forms site/smithery.ai/building-forms Builds form components and data collection interfaces including contact forms, registration flows, checkout processes…

cadence- site/smithery.ai/cadence- Use when spacing, sequencing, and pacing multi-touch email programs.

cc-defensive-programming site/smithery.ai/cc-defensive-programming Applies Code Complete's defensive programming rules: barricade , assertion vs error-handling selection, input v…

cc-quality-practices site/smithery.ai/cc-quality-practices Applies Code Complete's QA process : selects defect-detection techniques by phase, sizes the test suite, and de…

cdd--pillars site/smithery.ai/cdd--pillars Measures and limits cognitive load in Jakarta EE/MicroProfile code. Use when reviewing code complexity, ing ser…

clawdbot-self-security-audit site/smithery.ai/clawdbot-self-security-audit Perform a comprehensive read-only security audit of Clawdbot's own configuration. This is a knowledge-based skill tha…

clerk-reference-architecture site/smithery.ai/clerk-reference-architecture Reference architecture patterns for Clerk authentication. Use when ing application architecture, planning auth …

cli-development site/smithery.ai/cli-development Best practices for building CLI applications across languages. Covers CLI principles (Unix philosophy, command…

code-architecture-review site/smithery.ai/code-architecture-review Review code architecture for maintainability, catch structural issues before they become debtUse when "Reviewing pull…

code-ing site/smithery.ai/code-ing FORWARD view over rules/ — domain type and architectural planning for Go code BEFORE it exists. Use when plann…

code-mentor site/smithery.ai/code-mentor Activates when user requests in-depth code explanation, pattern tutorials, architecture guidance, or learning …

code-pattern-extraction site/smithery.ai/code-pattern-extraction Extract reusable and implementation patterns from codebases into Skills.

code-priority site/smithery.ai/code-priority Guide decisions using the State > Coupling > Complexity > Code priority framework. Use when evaluating tradeof…

collaborative-whiteboard-reteaming site/smithery.ai/collaborative-whiteboard-reteaming A transparent process for planning and executing organizational changes by involving team members in the .

color-accessibility site/smithery.ai/color-accessibility color palettes that are accessible to all users including those with color blindness. Ensure sufficient contra…

combine-reactive site/smithery.ai/combine-reactive Expert Combine decisions for iOS/tvOS: when Combine vs async/await, Subject selection trade-offs, operator chain desi…

communication-style site/smithery.ai/communication-style This skill should be used when generating spec artifacts (research.md, requirements.md, .md, tasks.md), formatt…

component- site/smithery.ai/component- Reusable component patterns including VGroup subclasses, helper methods, encapsulated visualizations, and always_redr…