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- ▌ Planning Disaster Recovery · tools-only bundleExecute use when you need to work with backup and recovery. This skill provides backup automation and disaster recovery with comprehensive guidance and automation. Trigger with phrases like "create backups", "automate backups", or "implement disaster recovery".
- ▌ Create Typescript X402 Client · tools-only bundleCreate x402 HTTP clients with Fetch and Axios that automatically handle 402 payments on Algorand. Use when building applications that consume x402-protected APIs, setting up automatic payment handling with wrapFetchWithPayment or wrapAxiosWithPayment, implementing ClientAvmSigner for browser wallets or Node.js private keys, configuring payment policies, or handling 402 payment flows. Strong triggers include "create x402 client", "wrap fetch with payment", "wrap axios with payment", "automatic 402 payment", "ClientAvmSigner", "pay for API with USDC", "x402 fetch", "x402 axios".
- ▌ Secure Code Guardian · tools-only bundleUse when implementing authentication/authorization, securing user input, or preventing OWASP Top 10 vulnerabilities. Invoke for authentication, authorization, input validation, encryption, OWASP Top 10 prevention.
- ▌ Migrating Dbt Project Across Platforms · tools-only bundleUse when migrating a dbt project from one data platform or data warehouse to another (e.g., Snowflake to Databricks, Databricks to Snowflake) using dbt Fusion's real-time compilation to identify and fix SQL dialect differences.
- ▌ Cwicr Escalation · tools-only bundleApply price escalation to CWICR estimates over time. Calculate inflation adjustments, material price indices, and labor rate increases.
- ▌ Azure Mgmt Applicationinsights Dotnet · tools-only bundleAzure Application Insights SDK for .NET. Application performance monitoring and observability resource management. Use for creating Application Insights components, web tests, workbooks, analytics items, and API keys. Triggers: "Application Insights", "ApplicationInsights", "App Insights", "APM", "application monitoring", "web tests", "availability tests", "workbooks".
- ▌ Mistral Observability · tools-only bundleSet up comprehensive observability for Mistral AI integrations with metrics, traces, and alerts. Use when implementing monitoring for Mistral AI operations, setting up dashboards, or configuring alerting for Mistral AI integration health. Trigger with phrases like "mistral monitoring", "mistral metrics", "mistral observability", "monitor mistral", "mistral alerts", "mistral tracing".
- ▌ Requirement Summary · tools-only bundleGenerate concise, structured summaries of requirements for quick team understanding. Use when analyzing requirements from text documents (MD, TXT, DOCX) or technical specifications to create bullet-point summaries that highlight core functionality and dependencies/constraints. Ideal for sprint planning, stakeholder updates, team onboarding, or any situation requiring rapid comprehension of requirement documents.
- ▌ Security Audit · tools-only bundlePerform a security audit of code changes or related code paths. Use when asked to assess security risks in a PR/MR, issue, or feature area and report findings with severity and remediation.
- ▌ Bio Metabolomics Metabolite Annotation · tools-only bundleMetabolite identification from m/z and retention time. Covers database matching, MS/MS spectral matching, and confidence level assignment. Use when assigning compound identities to detected features in untargeted metabolomics.
- ▌ Code Reviewer · tools-only bundleThorough code review with focus on security, performance, and best practices. Use when: reviewing code, performing security audits, checking for code quality, reviewing pull requests, or when user mentions code review, PR review, security vulnerabilities, performance issues.
- ▌ Bio Atac Seq Footprinting · tools-only bundleDetect transcription factor binding sites through footprinting analysis in ATAC-seq data using TOBIAS. Use when identifying TF occupancy patterns within accessible regions, as TF binding protects DNA from Tn5 cutting.
- ▌ Juicebox Rate Limits · tools-only bundleImplement Juicebox rate limiting and backoff. Use when handling API quotas, implementing retry logic, or optimizing request throughput. Trigger with phrases like "juicebox rate limit", "juicebox quota", "juicebox throttling", "juicebox backoff".
- ▌ Bio Read Sequences · tools-only bundleRead biological sequence files (FASTA, FASTQ, GenBank, EMBL, ABI, SFF) using Biopython Bio.SeqIO. Use when parsing sequence files, iterating multi-sequence files, random access to large files, or high-performance parsing.
- ▌ Managing Database Partitions · tools-only bundleProcess use when you need to work with database partitioning. This skill provides table partitioning strategies with comprehensive guidance and automation. Trigger with phrases like "partition tables", "implement partitioning", or "optimize large tables".
- ▌ Repo Research · tools-only bundleGitHub 仓库深度研究与整合分析工具。支持单个/多个仓库研究、与本地项目对比分析、启发式整合建议。支持主题驱动搜索模式:自动搜索相关仓库、克隆、分析并生成报告。克隆远程仓库到本地 research/ 目录,进行深度代码分析、架构评估、依赖解析,并生成结构化研究报告。触发条件:用户提供 GitHub URL 请求研究/分析/整合/对比时,或提供主题关键词请求搜索并研究相关仓库时。
- ▌ Skill Creator · tools-only bundleGuide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations.
- ▌ Code Repair Generation Combo · tools-only bundleAutomatically repair buggy code and generate comprehensive tests for Python, Java, and C++ programs. Use when users need to fix logic errors or runtime errors in functions, modules, or repositories. Accepts specifications via natural language descriptions, existing test cases, or input/output examples. Generates corrected code, creates or updates tests to verify correctness and prevent regressions, and produces a detailed report explaining the bug, fix, and testing strategy. Triggers on requests like "fix this bug", "repair this code", "debug this function", or "this code is broken".
- ▌ Documenso Reference Architecture · tools-only bundleImplement Documenso reference architecture with best-practice project layout. Use when designing new Documenso integrations, reviewing project structure, or establishing architecture standards for document signing applications. Trigger with phrases like "documenso architecture", "documenso best practices", "documenso project structure", "how to organize documenso".
- ▌ Typo3 Docs · tools-only bundleCreate and maintain TYPO3 extension documentation following official docs.typo3.org standards. RST syntax, TYPO3 directives, rendering, and deployment. Use when working with documentation, rst, docs, readme, typo3 documentation.
- ▌ Checking Hipaa Compliance · tools-only bundleThis skill enables Claude to automatically check for HIPAA (Health Insurance Portability and Accountability Act) compliance issues in codebases, infrastructure configurations, and documentation. It leverages the hipaa-compliance-checker plugin to identify potential violations related to data privacy, security, and access controls. Use this skill when the user explicitly requests to "check HIPAA compliance", "scan for HIPAA violations", "assess HIPAA readiness", or similar phrases related to HIPAA audits and security best practices. It is useful for projects handling protected health information (PHI) and requiring adherence to HIPAA regulations.
- ▌ Gpt2 Codegolf · tools-only bundleGuidance for implementing minimal GPT-2 inference in constrained environments (code golf challenges). This skill should be used when implementing neural network inference from scratch, parsing binary checkpoint formats, implementing BPE tokenization, or working on code golf challenges involving ML models. Covers verification strategies and common pitfalls for checkpoint parsing and model inference.
- ▌ Linear Security Basics · tools-only bundleSecure API key management and OAuth best practices for Linear. Use when setting up authentication securely, implementing OAuth flows, or hardening Linear integrations. Trigger with phrases like "linear security", "linear API key security", "linear OAuth", "secure linear integration", "linear secrets management".
- ▌ Microsoft Azure Webjobs Extensions Authentication Events Dot · tools-only bundleMicrosoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions. Use for token enrichment, custom claims, attribute collection, and OTP customization in Entra ID. Triggers: "Authentication Events", "WebJobsAuthenticationEventsTrigger", "OnTokenIssuanceStart", "OnAttributeCollectionStart", "custom claims", "token enrichment", "Entra custom extension", "authentication extension".
- ▌ Bio Vcf Statistics · tools-only bundleGenerate variant statistics, sample concordance, and quality metrics using bcftools stats and gtcheck. Use when evaluating variant quality, comparing samples, or summarizing VCF contents.
- ▌ Obsidian Core Workflow A · tools-only bundleExecute Obsidian primary workflow: note manipulation and vault operations. Use when implementing file operations, frontmatter handling, or programmatic note creation and modification. Trigger with phrases like "obsidian vault operations", "obsidian file manipulation", "obsidian note management".
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- ▌ Python To Lean4 Translator · tools-only bundleTranslate Python programs to equivalent Lean4 code while preserving semantics and ensuring type safety. Use when users ask to convert, translate, or port Python code to Lean4, or when they need to verify Python algorithms using Lean4's theorem proving capabilities. Handles functions, classes, data structures, control flow, and ensures the generated Lean4 code is well-typed, executable, and can successfully run.
- ▌ Cwicr Historical Cost · tools-only bundleTrack and analyze historical cost data using CWICR. Compare actual vs estimated costs, build project cost database, and improve future estimates.
- ▌ Deepgram Rate Limits · tools-only bundleImplement Deepgram rate limiting and backoff strategies. Use when handling API quotas, implementing request throttling, or dealing with rate limit errors. Trigger with phrases like "deepgram rate limit", "deepgram throttling", "429 error deepgram", "deepgram quota", "deepgram backoff".
- ▌ Hive · tools-only bundleComplete workflow for building, implementing, and testing goal-driven agents. Orchestrates hive-* skills. Use when starting a new agent project, unsure which skill to use, or need end-to-end guidance.
- ▌ Bio Ecological Genomics Landscape Genomics · tools-only bundleTests genotype-environment associations and identifies loci under local adaptation using LFMM2 (LEA), pcadapt outlier detection, OutFLANK Fst-based selection scans, and redundancy analysis. Detects adaptive genetic variation correlated with environmental variables while controlling for population structure. Use when identifying adaptive loci across environmental gradients, testing for signatures of local adaptation, or predicting genetic vulnerability to climate change with gradientForest.
- ▌ Requirement Comparison Reporter · tools-only bundleCompares old and new requirement documents, analyzes code repository impact, and generates detailed modification plans. Use when Claude needs to: (1) Compare requirement versions and identify changes, (2) Map requirement changes to code components, (3) Identify components to modify, delete, or add, (4) Analyze dependencies and integration points, (5) Assess test impact, (6) Generate comprehensive modification plans in Markdown format. Supports text/Markdown requirements and analyzes feature-level, functional, and API changes.
- ▌ Analyzing Security Headers · tools-only bundleAnalyze HTTP security headers of web domains to identify vulnerabilities and misconfigurations. Use when you need to audit website security headers, assess header compliance, or get security recommendations for web applications. Trigger with phrases like "analyze security headers", "check HTTP headers", "audit website security headers", or "evaluate CSP and HSTS configuration".
- ▌ Configure · tools-only bundleUse for first-time Project Creator setup or to update configuration. Sets up organization, directories, permissions, and validates environment. Run after cloning the repo.
- ▌ Generating Practice Questions · tools-only bundleGenerate educational practice questions from lecture notes to test student understanding. Use when users request practice questions, exam preparation materials, study guides, or assessment items based on lecture content.
- ▌ Cursor Subagent Creator · tools-only bundleCreates Cursor-specific AI subagents with isolated context for complex multi-step workflows. Use when creating subagents for Cursor editor specifically, following Cursor's patterns and directories (.cursor/agents/). Triggers on "cursor subagent", "cursor agent".
- ▌ Clerk Debug Bundle · tools-only bundleCollect comprehensive debug information for Clerk issues. Use when troubleshooting complex problems, preparing support tickets, or diagnosing intermittent issues. Trigger with phrases like "clerk debug", "clerk diagnostics", "clerk support ticket", "clerk troubleshooting".
- ▌ Azure Mgmt Apimanagement Dotnet · tools-only bundleAzure Resource Manager SDK for API Management in .NET. Use for MANAGEMENT PLANE operations: creating/managing APIM services, APIs, products, subscriptions, policies, users, groups, gateways, and backends via Azure Resource Manager. Triggers: "API Management", "APIM service", "create APIM", "manage APIs", "ApiManagementServiceResource", "API policies", "APIM products", "APIM subscriptions".
- ▌ Qto Report · tools-only bundleGenerate Quantity Take-Off (QTO) reports from BIM/CAD data. Extract volumes, areas, counts by category. Group elements, apply calculation rules, and create cost estimates automatically.
- ▌ Bio Virtual Screening · tools-only bundlePerforms structure-based virtual screening using AutoDock Vina 1.2 for molecular docking. Prepares receptor PDBQT files, generates ligand conformers, defines binding site boxes, and ranks compounds by predicted binding affinity. Use when screening chemical libraries against a protein structure to find potential binders.
- ▌ Fireflies Data Handling · tools-only bundleImplement Fireflies.ai 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 Fireflies.ai integrations. Trigger with phrases like "fireflies data", "fireflies PII", "fireflies GDPR", "fireflies data retention", "fireflies privacy", "fireflies CCPA".
- ▌ Postgres Hybrid Text Search · tools-only bundleUse this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF). **Trigger when user asks to:** - Combine keyword and semantic search - Implement hybrid search or multi-modal retrieval - Use BM25/pg_textsearch with pgvector together - Implement RRF (Reciprocal Rank Fusion) for search - Build search that handles both exact terms and meaning **Keywords:** hybrid search, BM25, pg_textsearch, RRF, reciprocal rank fusion, keyword search, full-text search, reranking, cross-encoder Covers: pg_textsearch BM25 index setup, parallel query patterns, client-side RRF fusion (Python/TypeScript), weighting strategies, and optional ML reranking.
- ▌ Validating AI Ethics And Fairness · tools-only bundleValidate AI/ML models and datasets for bias, fairness, and ethical concerns. Use when auditing AI systems for ethical compliance, fairness assessment, or bias detection. Trigger with phrases like "evaluate model fairness", "check for bias", or "validate AI ethics".
- ▌ Langchain Performance Tuning · tools-only bundleOptimize LangChain application performance and latency. Use when reducing response times, optimizing throughput, or improving the efficiency of LangChain pipelines. Trigger with phrases like "langchain performance", "langchain optimization", "langchain latency", "langchain slow", "speed up langchain".
- ▌ Processing API Batches · tools-only bundleOptimize bulk API requests with batching, throttling, and parallel execution. Use when processing bulk API operations efficiently. Trigger with phrases like "process bulk requests", "batch API calls", or "handle batch operations".
- ▌ Skill Developer · tools-only bundleCreate and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil...
- ▌ Gamma Observability · tools-only bundleImplement comprehensive observability for Gamma integrations. Use when setting up monitoring, logging, tracing, or building dashboards for Gamma API usage. Trigger with phrases like "gamma monitoring", "gamma logging", "gamma metrics", "gamma observability", "gamma dashboard".
- ▌ Agent Workflow · tools-only bundleComplete workflow for building, implementing, and testing goal-driven agents. Orchestrates building-agents-* and testing-agent skills. Use when starting a new agent project, unsure which skill to use, or need end-to-end guidance.
- ▌ Fastapi Code Review · tools-only bundleReviews FastAPI code for routing patterns, dependency injection, validation, and async handlers. Use when reviewing FastAPI apps, checking APIRouter setup, Depends() usage, or response models.
- ▌ Find Cloopmodegame Registereventmapinternal · tools-only bundleFind and identify CLoopModeGame_RegisterEventMapInternal, RegisterEventListener_Abstract, and CLoopModeGame_OnXXXXXXX event handler functions in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 client binary to locate these functions by searching for the "CLoopModeGame::OnClientPollNetworking" string reference.
- ▌ Linear Local Dev Loop · tools-only bundleSet up local Linear development environment and testing workflow. Use when configuring local development, testing integrations, or setting up a development workflow with Linear. Trigger with phrases like "linear local development", "linear dev setup", "test linear locally", "linear development environment".
- ▌ Agent Creator · tools-only bundleCreate high-quality Claude Code agents from scratch or by adapting existing agents as templates. Use when the user wants to create a new agent, modify agent configurations, build specialized subagents, or design agent architectures. Guides through requirements gathering, template selection, and agent file generation following January 2026 Anthropic best practices.
- ▌ Pr Screenshots · tools-only bundleCapture screenshots or GIF recordings of a new UI feature, upload them losslessly to a GitHub orphan branch (pr-assets), and add a Screenshots section to the current PR description. Images are served via github.com blob URLs which work for both public and private repos. Use when the user wants to visually document a feature in a pull request — triggered by phrases like "add screenshots to my PR", "document this feature visually", "screenshot the new screens", or "record a GIF of this flow".
- ▌ Bio Clinical Databases Dbsnp Queries · tools-only bundleQuery dbSNP for rsID lookups, variant annotations, and cross-references to other databases. Use when mapping between rsIDs and genomic coordinates or retrieving basic variant information.
- ▌ Baseline Creatinine · tools-only bundleEstimate baseline serum creatinine for AKI assessment. Use for KDIGO staging, AKI research, or renal function baseline establishment.
- ▌ Write Vfunc As YAML · tools-only bundleWrite virtual function analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after completing virtual function identification, signature generation, and vtable analysis to persist the results in a standardized YAML format.
- ▌ Cwicr Overhead Markup · tools-only bundleApply overhead, profit, and markup to CWICR estimates. Calculate indirect costs, general conditions, and contractor margins.
- ▌ Git Check · tools-only bundleReview project consistency after code changes. Checks if code, design docs, CHANGELOG, and README are aligned. Use after finishing code modifications and before committing.
- ▌ Error Audit · tools-only bundleAudit code for silent error swallowing, fallbacks to degraded alternatives, backwards compatibility shims, and UI that fails to show errors to the user. Finds and fixes all occurrences in the specified scope.
- ▌ Docs Style · tools-only bundleCore technical documentation writing principles for voice, tone, structure, and LLM-friendly patterns. Use when writing or reviewing any documentation.
- ▌ Bisect Aware Instrumentation · tools-only bundleInstrument code to support efficient git bisect by producing deterministic pass/fail signals and concise runtime summaries for each tested commit. Use when debugging regressions with git bisect, automating bisect workflows, creating bisect test scripts, handling flaky tests during bisection, or needing clear exit codes and logging for automated bisect runs. Helps identify the exact commit that introduced a bug through automated testing.
- ▌ Bio Data Visualization Upset Plots · tools-only bundleCreate UpSet plots to visualize set intersections as an alternative to Venn diagrams using UpSetR or upsetplot. Use when comparing overlapping gene sets, peak sets, or sample groups with more than 3 sets.
- ▌ C Cpp To Lean4 Translator · tools-only bundleTranslate C or C++ programs into equivalent Lean4 code, preserving program semantics and ensuring the generated code is well-typed, executable, and can run successfully. Use when the user asks to convert C/C++ code to Lean4, port C/C++ programs to Lean4, translate imperative code to functional Lean4, or create Lean4 versions of C/C++ algorithms.
- ▌ Write Globalvar As YAML · tools-only bundleWrite global variable analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after completing global variable identification and signature generation to persist the results in a standardized YAML format.
- ▌ Fireflies Webhooks Events · tools-only bundleImplement Fireflies.ai webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Fireflies.ai event notifications securely. Trigger with phrases like "fireflies webhook", "fireflies events", "fireflies webhook signature", "handle fireflies events", "fireflies notifications".
- ▌ Vercel Hello World · tools-only bundleCreate a minimal working Vercel example. Use when starting a new Vercel integration, testing your setup, or learning basic Vercel API patterns. Trigger with phrases like "vercel hello world", "vercel example", "vercel quick start", "simple vercel code".
- ▌ Skill Design · tools-only bundleGuide for designing SKILL.md files with bundled resources and progressive disclosure. Use when: (1) Creating new Skills, (2) Reviewing Skill quality, (3) Refactoring existing Skills for better context efficiency. Triggers: "create skill", "skill design", "SKILL.md"
- ▌ Neon Postgres · tools-only bundleGuides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/auth), PostgREST-style data API (@neondatabase/neon-js), Neon CLI, and Neon's Platform API/SDKs. Use for any Neon-related questions.
- ▌ Windsurf Code Completion · tools-only bundleConfigure and optimize Supercomplete code suggestions. Activate when users mention "code completion", "autocomplete", "supercomplete", "inline suggestions", or "ai completions". Handles completion configuration and optimization. Use when working with windsurf code completion functionality. Trigger with phrases like "windsurf code completion", "windsurf completion", "windsurf".
- ▌ Guidewire CI Integration · tools-only bundleConfigure CI/CD pipelines for Guidewire InsuranceSuite development. Use when setting up automated builds, tests, and deployments for Guidewire projects. Trigger with phrases like "guidewire ci", "guidewire pipeline", "automated testing guidewire", "jenkins guidewire", "github actions guidewire".
- ▌ Hig Project Context · tools-only bundleCreate or update a shared Apple design context document that other HIG skills use to tailor guidance. Use when the user says "set up my project context," "what platforms am I targeting," "configure HIG settings," or when starting a new Apple platform project. Also activates when other HIG skills need project context but none exists yet. This skill creates .claude/apple-design-context.md so that hig-foundations, hig-platforms, hig-components-*, hig-inputs, and hig-technologies can provide targeted advice without repetitive questions.
- ▌ Find Cphysbox Use Patchcaller · tools-only bundleFind and identify the CPhysBox_Use_PatchCaller patch in CS2 binary using IDA Pro MCP. This patch changes the third argument of the sub_XXXXXXXX call inside CPhysBox_Use from inputdata->pCaller to this (the CPhysBox entity pointer), so the caller is the physbox itself. Use this skill when reverse engineering CS2 server.dll or server.so to locate and patch the caller argument. Trigger: CPhysBox_Use patch caller, CPhysBox_Use_PatchCaller, physbox use caller patch
- ▌ Find Ctriggerpush Touch · tools-only bundleFind and identify the CTriggerPush_Touch (CTriggerPush::Touch) virtual function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the CTriggerPush touch handler function by using vtable information and the inherited vtable index from CBaseEntity::Touch.
- ▌ Create Typescript X402 Paywall · tools-only bundleCreate paywall UIs for x402-protected endpoints on Algorand and multi-chain. Use when building payment-gated content with server-side middleware and client-side wallet integration, setting up PaywallBuilder with network handlers, integrating with Express/Hono/Next.js, configuring wallet discovery (Pera, Defly, Lute), or building multi-network paywalls (AVM+EVM+SVM). Strong triggers include "create x402 paywall", "PaywallBuilder", "avmPaywall", "payment wall", "paywall middleware", "402 payment page", "paywall HTML", "payment-gated content".
- ▌ Coderabbit Webhooks Events · tools-only bundleImplement CodeRabbit webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling CodeRabbit event notifications securely. Trigger with phrases like "coderabbit webhook", "coderabbit events", "coderabbit webhook signature", "handle coderabbit events", "coderabbit notifications".
- ▌ AWS Sdk Java V2 Core · tools-only bundleProvides core patterns and best practices for AWS SDK for Java 2.x. Use when configuring AWS service clients, setting up authentication, managing credentials, configuring timeouts, HTTP clients, or following AWS SDK best practices.
- ▌ Firecrawl Observability · tools-only bundleSet up comprehensive observability for FireCrawl integrations with metrics, traces, and alerts. Use when implementing monitoring for FireCrawl operations, setting up dashboards, or configuring alerting for FireCrawl integration health. Trigger with phrases like "firecrawl monitoring", "firecrawl metrics", "firecrawl observability", "monitor firecrawl", "firecrawl alerts", "firecrawl tracing".
- ▌ Overnight Development · tools-only bundleAutomates software development overnight using Git hooks to enforce test-driven development (TDD). This skill activates when you request "overnight development", "autonomous coding", "work while I sleep", or mention TDD workflows and Git hooks. It leverages Git hooks to block commits until all tests pass, enforcing a rigorous TDD process and ensuring high-quality, production-ready code. Perfect for building features autonomously - just define the goal and let Claude work overnight while tests enforce quality.
- ▌ Speak Webhooks Events · tools-only bundleImplement Speak webhook signature validation and event handling for language learning. Use when setting up webhook endpoints, implementing signature verification, or handling Speak event notifications for lessons and progress. Trigger with phrases like "speak webhook", "speak events", "speak webhook signature", "handle speak events", "speak notifications".
- ▌ Bio Rnaseq Qc · tools-only bundleRNA-seq specific quality control including rRNA contamination detection, strandedness verification, gene body coverage, and transcript integrity metrics. Use when validating RNA-seq libraries before differential expression analysis.
- ▌ Audit Plan · tools-only bundleStructural audit of implementation plans — dependencies, data flow, ordering, stale artifacts. Runs BEFORE per-phase reviews to catch design-level issues early. Bails on fundamentally broken plans.
- ▌ Bio Single Cell Preprocessing · tools-only bundleQuality control, filtering, and normalization for single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for calculating QC metrics, filtering cells and genes, normalizing counts, identifying highly variable genes, and scaling data. Use when filtering, normalizing, and selecting features in single-cell data.
- ▌ Bio Microbiome Diversity Analysis · tools-only bundleAlpha and beta diversity analysis for microbiome data. Calculate within-sample richness, evenness, and between-sample dissimilarity with phyloseq and vegan. Use when comparing community composition across samples or testing for group differences in microbiome structure.
- ▌ Abstract Invariant Generator · tools-only bundleUses abstract interpretation to automatically infer loop invariants, function preconditions, and postconditions for formal verification. Generates invariants that capture program behavior and support correctness proofs in Dafny, Isabelle, Coq, and other verification systems. Use when adding formal specifications to code, generating verification conditions, inferring contracts for functions, or discovering loop invariants for proofs.
- ▌ Coderabbit Reference Architecture · tools-only bundleImplement CodeRabbit reference architecture with best-practice project layout. Use when designing new CodeRabbit integrations, reviewing project structure, or establishing architecture standards for CodeRabbit applications. Trigger with phrases like "coderabbit architecture", "coderabbit best practices", "coderabbit project structure", "how to organize coderabbit", "coderabbit layout".
- ▌ Gaps · tools-only bundleUse when checking how complete a companion's context is, what's missing, and what to capture next. Assesses seeding readiness and prioritizes remaining gaps.
- ▌ Semantic Search Cwicr · tools-only bundleSemantic search in DDC CWICR construction database using vector embeddings. Find similar work items and resources for cost estimation.
- ▌ Linear Migration Deep Dive · tools-only bundleMigrate from Jira, Asana, GitHub Issues, or other tools to Linear. Use when planning a migration to Linear, executing data transfer, or mapping workflows between tools. Trigger with phrases like "migrate to linear", "jira to linear", "asana to linear", "import to linear", "linear migration".
- ▌ Cwicr Resource Analyzer · tools-only bundleAnalyze construction resources (labor, materials, equipment) from DDC CWICR database. Calculate resource requirements, productivity metrics, and optimization recommendations.
- ▌ Debugging Wizard · tools-only bundleUse when investigating errors, analyzing stack traces, or finding root causes of unexpected behavior. Invoke for error investigation, troubleshooting, log analysis, root cause analysis.
- ▌ Find Cbaseentity Collisionruleschanged · tools-only bundleFind and identify the CBaseEntity_CollisionRulesChanged virtual function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the CollisionRulesChanged function by first finding CBaseEntity_SetOwner and extracting the very last virtual call offset from its decompiled code.
- ▌ Exa Sdk Patterns · tools-only bundleApply production-ready Exa SDK patterns for TypeScript and Python. Use when implementing Exa integrations, refactoring SDK usage, or establishing team coding standards for Exa. Trigger with phrases like "exa SDK patterns", "exa best practices", "exa code patterns", "idiomatic exa".
- ▌ Formal Spec Generator · tools-only bundleGenerate formal specifications (definitions, predicates, invariants, pre/post-conditions) in Isabelle/HOL or Coq from informal requirements, source code, pseudocode, or mathematical descriptions. Use when users need to: (1) Formalize algorithms or data structures, (2) Create function specifications with contracts, (3) Generate predicates and properties for verification, (4) Translate informal requirements into formal logic, (5) Specify invariants for loops or data structures, or (6) Create formal definitions for mathematical concepts. Supports both Isabelle/HOL and Coq equally.
- ▌ Langfuse Hello World · tools-only bundleCreate a minimal working Langfuse trace example. Use when starting a new Langfuse integration, testing your setup, or learning basic Langfuse tracing patterns. Trigger with phrases like "langfuse hello world", "langfuse example", "langfuse quick start", "first langfuse trace", "simple langfuse code".
- ▌ Cloud Tasks Queue Setup · tools-only bundleConfigure cloud tasks queue setup operations. Auto-activating skill for GCP Skills. Triggers on: cloud tasks queue setup, cloud tasks queue setup Part of the GCP Skills skill category. Use when working with cloud tasks queue setup functionality. Trigger with phrases like "cloud tasks queue setup", "cloud setup", "cloud".
- ▌ Azure Resource Manager Redis Dotnet · tools-only bundleAzure Resource Manager SDK for Redis in .NET. Use for MANAGEMENT PLANE operations: creating/managing Azure Cache for Redis instances, firewall rules, access keys, patch schedules, linked servers (geo-replication), and private endpoints via Azure Resource Manager. NOT for data plane operations (get/set keys, pub/sub) - use StackExchange.Redis for that. Triggers: "Redis cache", "create Redis", "manage Redis", "ARM Redis", "RedisResource", "provision Redis", "Azure Cache for Redis".
- ▌ Browsing Bluesky · tools-only bundleBrowse Bluesky content via API and firehose - search posts, fetch user activity, sample trending topics, read feeds and lists, analyze and categorize accounts. Supports authenticated access for personalized feeds. Use for Bluesky research, user monitoring, trend analysis, feed reading, firehose sampling, account categorization.
- ▌ Pinterest API · tools-only bundlePinterest API v5 Development - Authentication, Pins, Boards, Analytics
- ▌ Mistral Multi Env Setup · tools-only bundleConfigure Mistral AI across development, staging, and production environments. Use when setting up multi-environment deployments, configuring per-environment secrets, or implementing environment-specific Mistral AI configurations. Trigger with phrases like "mistral environments", "mistral staging", "mistral dev prod", "mistral environment setup", "mistral config by env".