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- ▌ Product Design · tools-only bundleAutomates design review, token extraction, component mapping, and implementation planning. Reduces design handoff from 6-10 hours to 5 minutes via direct Figma MCP integration. Auto-invoke when user mentions design review, Figma mockup, or design handoff.
- ▌ Speak Security Basics · tools-only bundleApply Speak security best practices for secrets, user data, and audio handling. Use when securing API keys, implementing user privacy controls, or auditing Speak security configuration. Trigger with phrases like "speak security", "speak secrets", "secure speak", "speak API key security", "speak privacy".
- ▌ Product Review · tools-only bundleProduct review from a PM perspective. Uses multi-agent pipeline to analyze any project/codebase for product discovery, goal alignment, UX/DX audit, competitive analysis, and roadmap planning.
- ▌ Deepgram Observability · tools-only bundleSet up comprehensive observability for Deepgram integrations with metrics, traces, and alerts. Use when implementing monitoring for Deepgram operations, setting up dashboards, or configuring alerting for Deepgram integration health. Trigger with phrases like "deepgram monitoring", "deepgram metrics", "deepgram observability", "monitor deepgram", "deepgram alerts", "deepgram tracing".
- ▌ Modular Code Enforcement · tools-only bundleEnforces strict modular code architecture: SRP, no monolithic index files, no catch-all utils, 200 LOC hard limit. This rule is NON-NEGOTIABLE. Violations BLOCK all further work until resolved.
- ▌ Monitoring Database Transactions · tools-only bundleMonitor use when you need to work with monitoring and observability. This skill provides health monitoring and alerting with comprehensive guidance and automation. Trigger with phrases like "monitor system health", "set up alerts", or "track metrics".
- ▌ Bio Ribo Seq Translation Efficiency · tools-only bundleCalculate translation efficiency (TE) as the ratio of ribosome occupancy to mRNA abundance. Use when comparing translational regulation between conditions or identifying genes with altered translation independent of transcription.
- ▌ Bio Transcription Translation · tools-only bundleTranscribe DNA to RNA and translate to protein using Biopython. Use when converting between DNA, RNA, and protein sequences, finding ORFs, or using alternative codon tables.
- ▌ Hummingbot Developer · tools-only bundleDeveloper skill for running Hummingbot and Gateway from source, building wheel and Docker images, and testing against Hummingbot API running from source. Use this skill when a developer wants to build, run, or test Hummingbot components locally.
- ▌ Azure Resource Manager Cosmosdb Dotnet · tools-only bundleAzure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, throughput settings, and RBAC via Azure Resource Manager. NOT for data plane operations (CRUD on documents) - use Microsoft.Azure.Cosmos for that. Triggers: "Cosmos DB account", "create Cosmos account", "manage Cosmos resources", "ARM Cosmos", "CosmosDBAccountResource", "provision Cosmos DB".
- ▌ Bio Data Visualization Color Palettes · tools-only bundleSelect and apply colorblind-friendly palettes for scientific figures using viridis, RColorBrewer, and custom color schemes. Use when selecting colorblind-friendly palettes for figures.
- ▌ Github Release · tools-only bundlePrepare and publish GitHub releases. Sanitizes code for public release (secrets scan, personal artifacts, LICENSE/README validation), creates version tags, and publishes via gh CLI. Trigger with 'release', 'publish', 'open source', 'prepare for release', 'create release', or 'github release'.
- ▌ Bio Data Visualization Heatmaps Clustering · tools-only bundleCreate clustered heatmaps with row/column annotations using ComplexHeatmap, pheatmap, and seaborn for gene expression and omics data visualization. Use when visualizing expression patterns across samples or identifying co-expressed gene clusters.
- ▌ Speak Migration Deep Dive · tools-only bundleExecute Speak major re-architecture and migration strategies for language learning platforms. Use when migrating to or from Speak, performing major version upgrades, or re-platforming existing language learning integrations. Trigger with phrases like "migrate speak", "speak migration", "switch to speak", "speak replatform", "speak upgrade major".
- ▌ Bio Microbiome Differential Abundance · tools-only bundleDifferential abundance testing for microbiome data using compositionally-aware methods like ALDEx2, ANCOM-BC2, and MaAsLin2. Use when identifying taxa that differ between experimental groups while accounting for the compositional nature of microbiome data.
- ▌ Posthog Sdk Patterns · tools-only bundleApply production-ready PostHog SDK patterns for TypeScript and Python. Use when implementing PostHog integrations, refactoring SDK usage, or establishing team coding standards for PostHog. Trigger with phrases like "posthog SDK patterns", "posthog best practices", "posthog code patterns", "idiomatic posthog".
- ▌ Claude Tracker Suite · tools-only bundleClaude Code session management suite: search sessions by topic/ID, resume crashed sessions, spawn new sessions (interactive or headless), monitor live sessions, detect projects, auto-summarize new sessions, and bootstrap new setups. This skill should be used when searching past sessions, checking running sessions, resuming work, spawning new sessions, or bootstrapping a new machine.
- ▌ Cwicr Material Substitution · tools-only bundleFind substitute materials using CWICR data. Identify equivalent alternatives based on function, cost, and availability.
- ▌ UX Improver · tools-only bundleRecursively improve web application UX via vision-based screenshot analysis. Use when asked to "improve UX", "fix usability", "audit user experience", or "/uximprove". Triggers on UX review, usability improvement, user flow analysis, interaction audit.
- ▌ Nextjs Tanstack Stack · tools-only bundleUse when building Next.js applications with TanStack ecosystem (Table, Query, Form, Virtual), Zustand state management, or implementing data-intensive dashboards, virtualized tables, forms with validation, or performance optimization. Triggers on "Next.js App Router", "TanStack", "data table", "virtualization", "memoization", "server components", "client state", "Zustand".
- ▌ Digital Twin Sync · tools-only bundleSynchronize construction digital twins with real-time data. Connect BIM models with IoT sensors, progress updates, and field data for live project visualization and monitoring.
- ▌ Flow Next Prime · tools-only bundleComprehensive codebase assessment for agent and production readiness. Scans 8 pillars (48 criteria), verifies commands work, checks GitHub settings. Reports everything, fixes agent readiness only. Triggers on /flow-next:prime.
- ▌ Code Refactoring Assistant · tools-only bundleSuggest and apply code refactorings to improve readability, maintainability, and code quality. Use this skill when improving existing code structure, eliminating code smells, applying design patterns, simplifying complex logic, extracting duplicated code, renaming for clarity, or preparing code for new features. Provides specific before/after examples, explains benefits, identifies risks, and ensures behavior preservation through tests.
- ▌ Speak Enterprise Rbac · tools-only bundleConfigure Speak enterprise SSO, role-based access control, and organization management for language schools. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for enterprise language learning. Trigger with phrases like "speak SSO", "speak RBAC", "speak enterprise", "speak roles", "speak permissions", "speak SAML".
- ▌ Wechat Article Aggregator · tools-only bundle微信公众号文章聚合器。通过 mptext.top API 批量获取指定公众号博主的最新文章列表,下载文章内容并解析为 Markdown/HTML/纯文本格式。支持按公众号名称或 fakeid 获取,预置 8 个热门 AI 技术公众号。适用场景:获取指定公众号最新文章、批量抓取多个博主内容、公众号文章聚合阅读、技术资讯采集。关键词:公众号文章获取、微信文章抓取、公众号聚合、文章采集、mptext API。
- ▌ AWS Sdk Java V2 Secrets Manager · tools-only bundleProvides AWS Secrets Manager patterns using AWS SDK for Java 2.x. Use when storing/retrieving secrets (passwords, API keys, tokens), rotating secrets automatically, managing database credentials, or integrating secret management into Spring Boot applications.
- ▌ Coderabbit Observability · tools-only bundleSet up comprehensive observability for CodeRabbit integrations with metrics, traces, and alerts. Use when implementing monitoring for CodeRabbit operations, setting up dashboards, or configuring alerting for CodeRabbit integration health. Trigger with phrases like "coderabbit monitoring", "coderabbit metrics", "coderabbit observability", "monitor coderabbit", "coderabbit alerts", "coderabbit tracing".
- ▌ Skill Learning Patterns · tools-only bundleMeta-skill for recognizing learnings, validating improvements, and contributing back to the collective knowledge base. Use when agents discover better patterns, find gaps in existing skills, or want to improve shared knowledge.
- ▌ Traceability Matrix Generator · tools-only bundleBuilds traceability matrices connecting requirements to design documents to source code implementation, tracking the complete development lifecycle. Use when you need to verify implementation completeness, ensure all requirements are implemented in code, generate compliance documentation, audit requirement coverage, identify orphaned code, or create traceability reports for stakeholders. Supports parsing requirements from Markdown, Word, and PDFs; extracting design from architecture docs and API specs; and scanning source code for implementations. Outputs to Markdown tables, Excel/CSV, and HTML visualizations.
- ▌ Bio Genome Intervals Gtf Gff Handling · tools-only bundleParse, query, and convert GTF and GFF3 annotation files. Extract gene, transcript, and exon coordinates using gffread, gtfparse, and gffutils. Use when extracting specific features from gene annotations or converting between annotation formats.
- ▌ Azure Monitor Opentelemetry Exporter Java · tools-only bundleAzure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights. Triggers: "AzureMonitorExporter java", "opentelemetry azure java", "application insights java otel", "azure monitor tracing java". Note: This package is DEPRECATED. Migrate to azure-monitor-opentelemetry-autoconfigure.
- ▌ Bio Machine Learning Biomarker Discovery · tools-only bundleSelects informative features for biomarker discovery using Boruta all-relevant selection, mRMR minimum redundancy, and LASSO regularization. Use when identifying biomarkers from high-dimensional omics data.
- ▌ Speak Core Workflow A · tools-only bundleExecute Speak primary workflow: AI Conversation Practice with real-time feedback. Use when implementing conversation practice features, building AI tutor interactions, or core language learning dialogue systems. Trigger with phrases like "speak conversation practice", "speak AI tutor", "speak dialogue", "primary speak workflow".
- ▌ Bio Ecological Genomics Biodiversity Metrics · tools-only bundleCalculates species richness, diversity, and turnover using the Hill number framework with iNEXT coverage-based rarefaction/extrapolation, asymptotic diversity estimation, and beta diversity partitioning (betapart turnover vs nestedness). Compares assemblages using coverage-standardized rather than size-standardized rarefaction. Use when quantifying biodiversity from species abundance or incidence data, comparing diversity across sites, or constructing rarefaction curves. Not for clinical 16S microbiome alpha/beta diversity (see microbiome/diversity-analysis).
- ▌ Bio Workflows Grn Pipeline · tools-only bundleEnd-to-end gene regulatory network inference pipeline from processed single-cell data to regulon discovery and perturbation simulation. Supports RNA-only (pySCENIC) and multiome (SCENIC+) paths. Use when building gene regulatory networks from single-cell transcriptomic or multiome data.
- ▌ Python Repo Quickstart · tools-only bundleQuickly analyzes Python repositories to understand their purpose, structure, and setup requirements. Use when Claude needs to onboard to a new Python codebase, understand project structure, identify entry points, determine dependencies, or generate setup instructions. Trigger when users ask to "analyze this Python repo", "understand this codebase", "how do I run this project", "what does this repo do", or provide a Python repository path for quick start guidance.
- ▌ Cursor Advanced Composer · tools-only bundleManage advanced Cursor Composer techniques for complex edits. Triggers on "advanced composer", "composer patterns", "multi-file generation", "composer refactoring". Use when working with cursor advanced composer functionality. Trigger with phrases like "cursor advanced composer", "cursor composer", "cursor".
- ▌ Datastar · tools-only bundleGuide for building interactive web UIs with Datastar and gomponents-datastar. Use this skill when adding frontend interactivity to Go web applications with Datastar attributes.
- ▌ Groq Sdk Patterns · tools-only bundleApply production-ready Groq SDK patterns for TypeScript and Python. Use when implementing Groq integrations, refactoring SDK usage, or establishing team coding standards for Groq. Trigger with phrases like "groq SDK patterns", "groq best practices", "groq code patterns", "idiomatic groq".
- ▌ Bio Single Cell Splicing · tools-only bundleAnalyzes alternative splicing at single-cell resolution using BRIE2 for probabilistic PSI estimation or leafcutter2 for cluster-based analysis with NMD detection. Identifies cell-type-specific splicing patterns. Use when analyzing isoform usage in scRNA-seq or finding splicing differences between cell populations.
- ▌ Smart Mutation Operator Generator · tools-only bundleAnalyzes a repository and its test suite to generate customized mutation operators tailored to the project. Use this skill when setting up mutation testing, improving test quality, or generating project-specific mutants. Considers language constructs, business logic patterns, API calls, data types, and code complexity to produce effective mutation operators that maximize test sensitivity while avoiding trivial or equivalent mutations. Generates prioritized operator sets (high/medium/low value) with impact summaries. Triggers when users ask to generate mutation operators, customize mutation testing, analyze code for mutation opportunities, or create project-specific mutants.
- ▌ Retellai Architecture Variants · tools-only bundleChoose and implement Retell AI validated architecture blueprints for different scales. Use when designing new Retell AI integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Retell AI applications. Trigger with phrases like "retellai architecture", "retellai blueprint", "how to structure retellai", "retellai project layout", "retellai microservice".
- ▌ Fireflies Reference Architecture · tools-only bundleImplement Fireflies.ai reference architecture with best-practice project layout. Use when designing new Fireflies.ai integrations, reviewing project structure, or establishing architecture standards for Fireflies.ai applications. Trigger with phrases like "fireflies architecture", "fireflies best practices", "fireflies project structure", "how to organize fireflies", "fireflies layout".
- ▌ Ideogram Webhooks Events · tools-only bundleImplement Ideogram webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Ideogram event notifications securely. Trigger with phrases like "ideogram webhook", "ideogram events", "ideogram webhook signature", "handle ideogram events", "ideogram notifications".
- ▌ Cwicr Location Factor · tools-only bundleApply geographic location factors to CWICR estimates. Adjust costs for regional labor rates, material prices, and market conditions.
- ▌ Bio Genome Intervals Interval Arithmetic · tools-only bundleCore interval arithmetic operations including intersect, subtract, merge, complement, map, and groupby using bedtools and pybedtools. Use when finding overlapping regions, removing overlaps, combining adjacent intervals, or transferring annotations between interval files.
- ▌ Review Skill Improver · tools-only bundleAnalyzes feedback logs to identify patterns and suggest improvements to review skills. Use when you have accumulated feedback data and want to improve review accuracy.
- ▌ Bio Crispr Screens Screen Qc · tools-only bundleQuality control for pooled CRISPR screens. Covers library representation, read distribution, replicate correlation, and essential gene recovery. Use when assessing screen quality before hit calling or diagnosing poor screen performance.
- ▌ Bio Temporal Genomics Circadian Rhythms · tools-only bundleDetects circadian and ultradian rhythms in time-series omics data using CosinorPy cosinor models, MetaCycle (JTK_CYCLE, ARSER), and RAIN non-parametric tests. Fits cosine models to estimate phase and amplitude, tests rhythmicity significance at pre-specified periods. Use when testing for 24-hour or other known-period oscillations in circadian, feeding-fasting, or light-dark cycle experiments. Not for unknown-period discovery (see temporal-genomics/periodicity-detection).
- ▌ Clerk Core Workflow A · tools-only bundleImplement user sign-up and sign-in flows with Clerk. Use when building authentication UI, customizing sign-in experience, or implementing OAuth social login. Trigger with phrases like "clerk sign-in", "clerk sign-up", "clerk login flow", "clerk OAuth", "clerk social login".
- ▌ Cursor Codebase Indexing · tools-only bundleExecute set up and optimize Cursor codebase indexing. Triggers on "cursor index setup", "codebase indexing", "index codebase", "cursor semantic search". Use when working with cursor codebase indexing functionality. Trigger with phrases like "cursor codebase indexing", "cursor indexing", "cursor".
- ▌ Openrouter Model Catalog · tools-only bundleBuild explore and query the OpenRouter model catalog programmatically. Use when selecting models or checking availability. Trigger with phrases like 'openrouter models', 'list openrouter models', 'openrouter model catalog', 'available models openrouter'.
- ▌ Find Cbaseplayerpawn Removeplayeritem · tools-only bundleFind and identify the CBasePlayerPawn_RemovePlayerItem function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the RemovePlayerItem function by searching for the "DestroyWeapon" string reference and analyzing cross-references.
- ▌ Langchain Upgrade Migration · tools-only bundlePlan and execute LangChain SDK upgrades and migrations. Use when upgrading LangChain versions, migrating from legacy patterns, or updating to new APIs after breaking changes. Trigger with phrases like "upgrade langchain", "langchain migration", "langchain breaking changes", "update langchain version", "langchain 0.3".
- ▌ Openrouter Usage Analytics · tools-only bundleTrack and analyze OpenRouter usage patterns. Use when optimizing costs or understanding usage. Trigger with phrases like 'openrouter analytics', 'openrouter usage', 'openrouter metrics', 'track openrouter'.
- ▌ Static Bug Detector · tools-only bundleAnalyze source code statically to detect potential functional bugs including null dereferences, incorrect condition checks, unreachable code, inconsistent state updates, logic errors, resource leaks, and type mismatches. Report suspicious code locations with detailed explanations, severity levels, and confidence assessments. Use when reviewing code for bugs, performing code audits, or when the user asks to find bugs, detect issues, analyze code for problems, or perform static analysis.
- ▌ Linkedin Engagement · tools-only bundleLinkedIn Content-Erstellung, Engagement und Monitoring für B2B/Manufacturing. Regionale Anpassung (US/EU/Asien), Artikel mit Teasern, Bildgenerierung via Gemini, Kommentar-Monitoring.
- ▌ Vercel Deploy Preview · tools-only bundleExecute Vercel primary workflow: Deploy Preview. Use when Deploying a preview for a pull request, Testing changes before production, or Sharing preview URLs with stakeholders. Trigger with phrases like "vercel deploy preview", "create preview deployment with vercel".
- ▌ Bio Data Visualization Volcano Customization · tools-only bundleCreate publication-ready volcano plots with custom thresholds, gene labels, and highlighting using ggplot2, EnhancedVolcano, or matplotlib. Use when visualizing differential expression or association results with gene annotations.
- ▌ Workflow Automation · tools-only bundleWorkflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor...
- ▌ Bio Proteomics Proteomics Qc · tools-only bundleQuality control and assessment for proteomics data. Use when evaluating proteomics data quality before downstream analysis. Covers sample metrics, missing value patterns, replicate correlation, batch effects, and intensity distributions.
- ▌ Exa Reference Architecture · tools-only bundleImplement Exa reference architecture with best-practice project layout. Use when designing new Exa integrations, reviewing project structure, or establishing architecture standards for Exa applications. Trigger with phrases like "exa architecture", "exa best practices", "exa project structure", "how to organize exa", "exa layout".
- ▌ Obsidian Upgrade Migration · tools-only bundleMigrate Obsidian plugins between API versions and handle breaking changes. Use when upgrading to new Obsidian versions, handling API deprecations, or migrating plugin code to new patterns. Trigger with phrases like "obsidian upgrade", "obsidian migration", "obsidian API changes", "update obsidian plugin".
- ▌ Cwicr Cost Calculator · tools-only bundleCalculate construction costs using DDC CWICR resource-based methodology. Break down costs into labor, materials, equipment with transparent pricing.
- ▌ Bio Sequence Statistics · tools-only bundleCalculate sequence statistics (N50, length distribution, GC content, summary reports) using Biopython. Use when analyzing sequence datasets, generating QC reports, or comparing assemblies.
- ▌ Bio Vcf Manipulation · tools-only bundleMerge, concatenate, sort, intersect, and subset VCF files using bcftools. Use when combining variant files, comparing call sets, or restructuring VCF data.
- ▌ Bio Small Rna Seq Smrna Preprocessing · tools-only bundlePreprocess small RNA sequencing data with adapter trimming and size selection optimized for miRNA, piRNA, and other small RNAs. Use when preparing small RNA-seq reads for downstream quantification or discovery analysis.
- ▌ Cursor Hello World · tools-only bundleCreate your first project with Cursor AI features. Triggers on "cursor hello world", "first cursor project", "cursor getting started", "try cursor ai", "cursor basics". Use when working with cursor hello world functionality. Trigger with phrases like "cursor hello world", "cursor world", "cursor".
- ▌ Cwicr Assembly Builder · tools-only bundleBuild cost assemblies from CWICR work items. Combine multiple items into reusable templates for common construction elements.
- ▌ Reverse Engineer · tools-only bundleExpert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains. Handles executable analysis, library inspection, protocol extraction, and vulnerability research. Use PROACTIVELY for binary analysis, CTF challenges, security research, or understanding undocumented software.
- ▌ Exa Core Workflow B · tools-only bundleExecute Exa secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "exa secondary workflow", "secondary task with exa".
- ▌ Bio Microbiome Taxonomy Assignment · tools-only bundleTaxonomic classification of ASVs using reference databases like SILVA, GTDB, or UNITE. Covers naive Bayes classifiers (DADA2, IDTAXA) and exact matching approaches. Use when assigning taxonomy to ASVs after DADA2 amplicon processing.
- ▌ AWS Sdk Java V2 Lambda · tools-only bundleProvides AWS Lambda patterns using AWS SDK for Java 2.x. Use when invoking Lambda functions, creating/updating functions, managing function configurations, working with Lambda layers, or integrating Lambda with Spring Boot applications.
- ▌ Playwright Automation · tools-only bundleBrowser automation via Playwright for web testing, screenshots, form filling, scraping, and verification. Use when tasks require navigating websites, interacting with web pages, or testing web applications.
- ▌ Firecrawl Enterprise Rbac · tools-only bundleConfigure FireCrawl enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for FireCrawl. Trigger with phrases like "firecrawl SSO", "firecrawl RBAC", "firecrawl enterprise", "firecrawl roles", "firecrawl permissions", "firecrawl SAML".
- ▌ Melt · tools-only bundleTask-agnostic autonomous execution. Identifies any task and executes it through a complete fix-verify loop until done. Use when asked to "go do", "just do it", "execute this", "/melt", "/build" (legacy), "/forge" (legacy), or "/godo" (legacy).
- ▌ Cobol Modernization · tools-only bundleThis skill provides guidance for translating COBOL programs to modern languages (Python, Java, etc.) while preserving exact behavior. It should be used when tasks involve COBOL-to-modern-language migration, legacy code translation, fixed-width file format handling, or ensuring byte-level compatibility between source and target implementations.
- ▌ Planning · tools-only bundleCreate implementation plans through deep exploration and understanding. Use for new features, refactoring, architecture changes, or any non-trivial work.
- ▌ Generating Smart Commits · tools-only bundleThis skill generates conventional commit messages using AI analysis of staged Git changes. It automatically determines the commit type (feat, fix, docs, etc.), identifies breaking changes, and formats the message according to conventional commit standards. Use this when asked to create a commit message, write a Git commit, or when the user uses the `/commit-smart` or `/gc` command. It is especially useful after changes have been staged with `git add`.
- ▌ Proof Refactoring Assistant · tools-only bundleRestructure and improve Isabelle or Coq proofs to enhance readability, modularity, and maintainability without changing semantics. Use when proofs are long and monolithic, have repeated patterns, use unclear naming, lack documentation, or when the user asks to refactor, clean up, improve, or reorganize their formal proofs.
- ▌ Evernote Upgrade Migration · tools-only bundleUpgrade Evernote SDK versions and migrate between API versions. Use when upgrading SDK, handling breaking changes, or migrating to newer API patterns. Trigger with phrases like "upgrade evernote sdk", "evernote migration", "update evernote", "evernote breaking changes".
- ▌ Lindy Sdk Patterns · tools-only bundleLindy AI SDK best practices and common patterns. Use when learning SDK patterns, optimizing API usage, or implementing advanced agent features. Trigger with phrases like "lindy SDK patterns", "lindy best practices", "lindy API patterns", "lindy code patterns".
- ▌ Bio Pdb Structure Modification · tools-only bundleModify protein structures using Biopython Bio.PDB. Use when transforming coordinates, removing atoms or residues, adding new entities, modifying B-factors and occupancies, or building structures programmatically.
- ▌ Clay Reference Architecture · tools-only bundleImplement Clay reference architecture with best-practice project layout. Use when designing new Clay integrations, reviewing project structure, or establishing architecture standards for Clay applications. Trigger with phrases like "clay architecture", "clay best practices", "clay project structure", "how to organize clay", "clay layout".
- ▌ Linear Prod Checklist · tools-only bundleProduction readiness checklist for Linear integrations. Use when preparing to deploy a Linear integration to production, reviewing production requirements, or auditing existing deployments. Trigger with phrases like "linear production checklist", "deploy linear", "linear production ready", "linear go live", "linear launch checklist".
- ▌ Deepgram Prod Checklist · tools-only bundleExecute Deepgram production deployment checklist. Use when preparing for production launch, auditing production readiness, or verifying deployment configurations. Trigger with phrases like "deepgram production", "deploy deepgram", "deepgram prod checklist", "deepgram go-live", "production ready deepgram".
- ▌ Twinmind Debug Bundle · tools-only bundleCollect comprehensive diagnostic information for TwinMind issues. Use when preparing support requests, investigating complex problems, or gathering evidence for bug reports. Trigger with phrases like "twinmind debug", "twinmind diagnostics", "collect twinmind info", "twinmind support bundle".
- ▌ Instantly Data Handling · tools-only bundleImplement Instantly PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Instantly integrations. Trigger with phrases like "instantly data", "instantly PII", "instantly GDPR", "instantly data retention", "instantly privacy", "instantly CCPA".
- ▌ Ddd Tactical Patterns · tools-only bundleApply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.
- ▌ IOS Developer · tools-only bundleDevelop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization. Use PROACTIVELY for iOS-specific features, App Store optimization, or native iOS development.
- ▌ Bio Metagenomics Metaphlan · tools-only bundleMarker gene-based taxonomic profiling using MetaPhlAn 4. Provides accurate species-level relative abundances using clade-specific markers. Use when accurate taxonomic profiling is needed and computational resources are limited, or for comparison with HMP/other MetaPhlAn studies.
- ▌ Elixir Security Review · tools-only bundleReviews Elixir code for security vulnerabilities including code injection, atom exhaustion, and secret handling. Use when reviewing code handling user input, external data, or sensitive configuration.
- ▌ Laravel Cashier Paddle · tools-only bundleLaravel Cashier (Paddle) - Subscription billing and payment processing
- ▌ Typescript Docs · tools-only bundleGenerates comprehensive TypeScript documentation using JSDoc, TypeDoc, and multi-layered documentation patterns for different audiences. Use when creating API documentation, architectural decision records (ADRs), code examples, and framework-specific patterns for NestJS, Express, React, Angular, and Vue.
- ▌ Juicebox Hello World · tools-only bundleCreate a minimal working Juicebox example. Use when getting started with Juicebox, creating your first search, or testing basic people search functionality. Trigger with phrases like "juicebox hello world", "first juicebox search", "simple juicebox example", "test juicebox".
- ▌ Loop · tools-only bundleRuns an autonomous development loop with research and implementation modes. Use when orchestrating iterative research and implementation cycles with dots-based task tracking and git workflow automation.
- ▌ Perplexity Hello World · tools-only bundleCreate a minimal working Perplexity example. Use when starting a new Perplexity integration, testing your setup, or learning basic Perplexity API patterns. Trigger with phrases like "perplexity hello world", "perplexity example", "perplexity quick start", "simple perplexity code".
- ▌ Semantic Bug Detector · tools-only bundleDetect semantic-level bugs by analyzing whether code behavior matches its intended purpose inferred from function/variable names, comments, docstrings, and documentation. Use when users need to: (1) Find logic errors where implementation contradicts stated intent, (2) Identify off-by-one errors and boundary mismatches, (3) Detect inverted logic or wrong operators, (4) Catch missing edge case handling, (5) Verify code matches its documentation. Highlights mismatches between intent and implementation across multiple programming languages.
- ▌ Windsurf Architecture Variants · tools-only bundleChoose and implement Windsurf validated architecture blueprints for different scales. Use when designing new Windsurf integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Windsurf applications. Trigger with phrases like "windsurf architecture", "windsurf blueprint", "how to structure windsurf", "windsurf project layout", "windsurf microservice".
- ▌ Groq Core Workflow B · tools-only bundleExecute Groq secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "groq secondary workflow", "secondary task with groq".