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1. ▌
   Bio Workflows Edna Pipeline · tools-only bundle

   End-to-end eDNA metabarcoding from raw amplicons to community ecology. Covers QC, primer removal, denoising with OBITools3 or DADA2, contamination filtering, taxonomy assignment, Hill number diversity, and constrained ordination. Use when processing environmental DNA samples for biodiversity assessment or ecological surveys.
   7 repo stars
2. ▌
   Swift Wasm Porting · tools-only bundle

   Check Swift on Wasm compatibility, identify incompatible frameworks, port and refactor code for WebAssembly
   7 repo stars
3. ▌
   Clerk Rate Limits · tools-only bundle

   Understand and manage Clerk rate limits and quotas. Use when hitting rate limits, optimizing API usage, or planning for high-traffic scenarios. Trigger with phrases like "clerk rate limit", "clerk quota", "clerk API limits", "clerk throttling".
   7 repo stars
4. ▌
   Agent Md Refactor · tools-only bundle

   Refactor bloated agent instruction files (AGENTS.md, CLAUDE.md, COPILOT.md, etc.) to follow progressive disclosure principles - keeping essentials at root and organizing the rest into linked, categorized files. Use when agent instruction files are too long, contain contradictions, or need restructuring.
   7 repo stars
5. ▌
   Database Documentation Gen · tools-only bundle

   Process use when you need to work with database documentation. This skill provides automated documentation generation with comprehensive guidance and automation. Trigger with phrases like "generate docs", "document schema", or "create database documentation".
   7 repo stars
6. ▌
   Openrouter Audit Logging · tools-only bundle

   Implement audit logging for OpenRouter compliance. Use when meeting regulatory requirements or security audits. Trigger with phrases like 'openrouter audit', 'openrouter compliance log', 'openrouter security log', 'audit trail'.
   7 repo stars
7. ▌
   RAG Architect · tools-only bundle

   Use when building RAG systems, vector databases, or knowledge-grounded AI applications requiring semantic search, document retrieval, or context augmentation.
   7 repo stars
8. ▌
   Speak Deploy Integration · tools-only bundle

   Deploy Speak language learning integrations to Vercel, Fly.io, and Cloud Run platforms. Use when deploying Speak-powered applications to production, configuring platform-specific secrets, or setting up deployment pipelines. Trigger with phrases like "deploy speak", "speak Vercel", "speak production deploy", "speak Cloud Run", "speak Fly.io".
   7 repo stars
9. ▌
   Sentry Common Errors · tools-only bundle

   Execute troubleshoot common Sentry integration issues and fixes. Use when encountering Sentry errors, missing events, or configuration problems. Trigger with phrases like "sentry not working", "sentry errors missing", "fix sentry", "sentry troubleshoot".
   7 repo stars
10. ▌
    Detecting Database Deadlocks · tools-only bundle

    Process use when you need to work with deadlock detection. This skill provides deadlock detection and resolution with comprehensive guidance and automation. Trigger with phrases like "detect deadlocks", "resolve deadlocks", or "prevent deadlocks".
    7 repo stars
11. ▌
    Orchestrating Swarms · tools-only bundle

    Master multi-agent orchestration using Claude Code's swarm system. Use when coordinating multiple agents, running parallel code reviews, creating pipeline workflows with dependencies, building self-organizing task queues, or any task benefiting from divide-and-conquer patterns. This facade loads specialist skills for primitives, spawning, operations, and patterns.
    7 repo stars
12. ▌
    Requirement Enhancer · tools-only bundle

    Iteratively enhance user requirements into clear, complete, actionable specifications through analysis and clarification. Use when: (1) Users provide initial requirements that need refinement, (2) Requirements are vague, incomplete, or ambiguous, (3) Creating formal specifications from informal descriptions, (4) Identifying missing constraints, edge cases, or acceptance criteria, (5) Clarifying assumptions and implicit dependencies, or (6) Preparing requirements for design, implementation, or verification. Operates interactively: analyze → ask clarifying questions → refine based on responses.
    7 repo stars
13. ▌
    Apollo Common Errors · tools-only bundle

    Diagnose and fix common Apollo.io API errors. Use when encountering Apollo API errors, debugging integration issues, or troubleshooting failed requests. Trigger with phrases like "apollo error", "apollo api error", "debug apollo", "apollo 401", "apollo 429", "apollo troubleshoot".
    7 repo stars
14. ▌
    Retellai Core Workflow B · tools-only bundle

    Execute Retell AI secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "retellai secondary workflow", "secondary task with retellai".
    7 repo stars
15. ▌
    Replit Hello World · tools-only bundle

    Create a minimal working Replit example. Use when starting a new Replit integration, testing your setup, or learning basic Replit API patterns. Trigger with phrases like "replit hello world", "replit example", "replit quick start", "simple replit code".
    7 repo stars
16. ▌
    Prompt Engineering · tools-only bundle

    Use this skill when crafting, reviewing, or improving prompts for LLM pipelines — including task prompts, system prompts, and LLM-as-Judge prompts. Triggers include: requests to write or refine a prompt, diagnose why an LLM produces inconsistent or incorrect outputs, bridge the gap between intent and model behavior, reduce ambiguity in instructions, add few-shot examples, structure complex prompts, or improve output formatting. Also use when the user needs help distinguishing specification failures (unclear instructions) from generalization failures (model limitations), or when iterating on prompts based on observed failure modes. Do NOT use for general coding tasks, document creation, or non-LLM writing.
    7 repo stars
17. ▌
    Bio Filter Sequences · tools-only bundle

    Filter and select sequences by criteria (length, ID, GC content, patterns) using Biopython. Use when subsetting sequences, removing unwanted records, or selecting by specific criteria.
    7 repo stars
18. ▌
    Supabase Known Pitfalls · tools-only bundle

    Execute identify and avoid Supabase anti-patterns and common integration mistakes. Use when reviewing Supabase code for issues, onboarding new developers, or auditing existing Supabase integrations for best practices violations. Trigger with phrases like "supabase mistakes", "supabase anti-patterns", "supabase pitfalls", "supabase what not to do", "supabase code review".
    7 repo stars
19. ▌
    Modeling Nosql Data · tools-only bundle

    Build use when you need to work with NoSQL data modeling. This skill provides NoSQL database design with comprehensive guidance and automation. Trigger with phrases like "model NoSQL data", "design document structure", or "optimize NoSQL schema".
    7 repo stars
20. ▌
    Airflow · tools-only bundle

    Manages Apache Airflow operations including listing, testing, running, and debugging DAGs, viewing task logs, checking connections and variables, and monitoring system health. Use when working with Airflow DAGs, pipelines, workflows, or tasks, or when the user mentions testing dags, running pipelines, debugging workflows, dag failures, task errors, dag status, pipeline status, list dags, show connections, check variables, or airflow health.
    7 repo stars
21. ▌
    Skill Sync · tools-only bundle

    Sync Clawdbot skills between local installation and the shared skill repository. Use when asked to install, update, list, or push skills.
    7 repo stars
22. ▌
    Windsurf Refactoring Large · tools-only bundle

    Manage large-scale refactoring with Cascade coordination. Activate when users mention "large refactoring", "codebase migration", "architecture refactor", "major refactoring", or "system-wide changes". Handles complex refactoring operations. Use when working with windsurf refactoring large functionality. Trigger with phrases like "windsurf refactoring large", "windsurf large", "windsurf".
    7 repo stars
23. ▌
    Windsurf Cascade Agents · tools-only bundle

    Create custom Cascade agent configurations for specialized tasks. Activate when users mention "custom cascade agent", "specialized ai agent", "domain-specific cascade", "agent configuration", or "custom ai behavior". Handles custom agent creation and configuration. Use when working with windsurf cascade agents functionality. Trigger with phrases like "windsurf cascade agents", "windsurf agents", "windsurf".
    7 repo stars
24. ▌
    Perplexity Observability · tools-only bundle

    Set up comprehensive observability for Perplexity integrations with metrics, traces, and alerts. Use when implementing monitoring for Perplexity operations, setting up dashboards, or configuring alerting for Perplexity integration health. Trigger with phrases like "perplexity monitoring", "perplexity metrics", "perplexity observability", "monitor perplexity", "perplexity alerts", "perplexity tracing".
    7 repo stars
25. ▌
    Firecrawl Sdk Patterns · tools-only bundle

    Apply production-ready FireCrawl SDK patterns for TypeScript and Python. Use when implementing FireCrawl integrations, refactoring SDK usage, or establishing team coding standards for FireCrawl. Trigger with phrases like "firecrawl SDK patterns", "firecrawl best practices", "firecrawl code patterns", "idiomatic firecrawl".
    7 repo stars
26. ▌
    Apollo Hello World · tools-only bundle

    Create a minimal working Apollo.io example. Use when starting a new Apollo integration, testing your setup, or learning basic Apollo API patterns. Trigger with phrases like "apollo hello world", "apollo example", "apollo quick start", "simple apollo code", "test apollo api".
    7 repo stars
27. ▌
    Technical Writer · tools-only bundle

    Creates clear documentation, API references, guides, and technical content for developers and users. Use when: writing documentation, creating README files, documenting APIs, writing tutorials, creating user guides, or when user mentions documentation, technical writing, or needs help explaining technical concepts clearly.
    7 repo stars
28. ▌
    Find Ccsplayer Movementservices Fullwalkmove Speedclamp · tools-only bundle

    Find and identify the velocity clamping branch inside CCSPlayer_MovementServices_FullWalkMove in CS2 binary using IDA Pro MCP, then generate a patch signature to disable it. Use this skill when reverse engineering CS2 server.dll or server.so to locate and patch the speed-clamp if-branch that caps player velocity to maxspeed inside FullWalkMove. Trigger: FullWalkMove speed clamp, velocity clamping patch, FullWalkMove SpeedClamp, disable maxspeed clamp
    7 repo stars
29. ▌
    Bio Genome Engineering Off Target Prediction · tools-only bundle

    Predict CRISPR off-target sites using Cas-OFFinder and CFD scoring algorithms. Identify potential unintended cleavage sites genome-wide and assess guide specificity. Use when evaluating guide RNA specificity or selecting guides with minimal off-target risk.
    7 repo stars
30. ▌
    Write Patch As YAML · tools-only bundle

    Write patch analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after identifying a patch target and generating a signature for it to persist the results in a standardized YAML format.
    7 repo stars
31. ▌
    Write Structoffset As YAML · tools-only bundle

    Write struct member offset analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after identifying a struct member offset and optionally generating a signature for it to persist the results in a standardized YAML format.
    7 repo stars
32. ▌
    Moonbit Refactoring · tools-only bundle

    Refactor MoonBit code to be idiomatic: shrink public APIs, convert functions to methods, use pattern matching with views, add loop invariants, and ensure test coverage without regressions. Use when updating MoonBit packages or refactoring MoonBit APIs, modules, or tests.
    7 repo stars
33. ▌
    Find Cbaseentity Isplayerpawn And Cbaseentity Isplayercontro · tools-only bundle

    Find and identify the CBaseEntity_IsPlayerPawn and CBaseEntity_IsPlayerController virtual functions in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate both vfuncs by decompiling ShowHudHint, following its first callee, and extracting the vtable offsets for IsPlayerPawn and IsPlayerController.
    7 repo stars
34. ▌
    Speak Multi Env Setup · tools-only bundle

    Configure Speak across development, staging, and production environments. Use when setting up multi-environment deployments, configuring per-environment secrets, or implementing environment-specific Speak configurations. Trigger with phrases like "speak environments", "speak staging", "speak dev prod", "speak environment setup", "speak config by env".
    7 repo stars
35. ▌
    Writing Design Plans · tools-only bundle

    Use after brainstorming completes - writes validated designs to docs/design-plans/ with structured format and discrete implementation phases required for creating detailed implementation plans
    7 repo stars
36. ▌
    Codex Review · tools-only bundle

    Workflow кросс-агентного ревью с Codex. Triggers (RU): "кодекс ревью". Triggers (EN): "with codex review", "codex review workflow", "start codex review". ВАЖНО: при срабатывании триггера прочитай SKILL.md до любых других шагов.
    7 repo stars
37. ▌
    Changelog Generator · tools-only bundle

    Automatische Release Notes aus Git Commits. Kategorisiert Commits (Features, Fixes, Breaking Changes), wandelt technische Sprache in kundenfreundliche Beschreibungen um. Aktivieren mit /changelog, /changelog v1.2.0..v1.3.0, oder /changelog --week.
    7 repo stars
38. ▌
    External Pattern Integrator · tools-only bundle

    Integrate patterns from external sources (URLs or files) into local skills, agents, and plugins. Triggers on comparing external agent definitions against local equivalents, extracting best practices from frameworks like GSD or BMAD-METHOD, enhancing local skills with external patterns, or ensuring interoperability with external tool ecosystems.
    7 repo stars
39. ▌
    Validating Pci Dss Compliance · tools-only bundle

    This skill uses the pci-dss-validator plugin to assess codebases and infrastructure configurations for compliance with the Payment Card Industry Data Security Standard (PCI DSS). It identifies potential vulnerabilities and deviations from PCI DSS requirements. Use this skill when the user requests to "validate PCI compliance", "check PCI DSS", "assess PCI security", or "review PCI standards" for a given project or configuration. It helps ensure that systems handling cardholder data meet the necessary security controls.
    7 repo stars
40. ▌
    Bio Splicing Quantification · tools-only bundle

    Quantifies alternative splicing events (PSI/percent spliced in) from RNA-seq using SUPPA2 from transcript TPM or rMATS-turbo from BAM files. Calculates inclusion levels for skipped exons, alternative splice sites, mutually exclusive exons, and retained introns. Use when measuring splice site usage or isoform ratios from RNA-seq data.
    7 repo stars
41. ▌
    Guidewire Common Errors · tools-only bundle

    Diagnose and resolve common Guidewire InsuranceSuite errors. Use when encountering API errors, Gosu exceptions, validation failures, or integration issues in PolicyCenter, ClaimCenter, or BillingCenter. Trigger with phrases like "guidewire error", "policycenter error", "claimcenter error", "gosu exception", "api error 422".
    7 repo stars
42. ▌
    Starting A Design Plan · tools-only bundle

    Use when beginning any design process - orchestrates gathering context, clarifying requirements, brainstorming solutions, and documenting validated designs to create implementation-ready design documents
    7 repo stars
43. ▌
    Clay Webhooks Events · tools-only bundle

    Implement Clay webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Clay event notifications securely. Trigger with phrases like "clay webhook", "clay events", "clay webhook signature", "handle clay events", "clay notifications".
    7 repo stars
44. ▌
    Dwg To Excel · tools-only bundle

    Convert AutoCAD DWG files (1983-2026) to Excel databases using DwgExporter CLI. Extract layers, blocks, attributes, and geometry data without Autodesk licenses.
    7 repo stars
45. ▌
    AWS Cloudformation Cloudfront · tools-only bundle

    Provides AWS CloudFormation patterns for CloudFront distributions, origins (ALB, S3, Lambda@Edge, VPC Origins), CacheBehaviors, Functions, SecurityHeaders, parameters, Outputs and cross-stack references. Use when creating CloudFront distributions with CloudFormation, configuring multiple origins, implementing caching strategies, managing custom domains with ACM, configuring WAF, and optimizing performance.
    7 repo stars
46. ▌
    Vercel React Best Practices · tools-only bundle

    React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
    7 repo stars
47. ▌
    Lokalise Performance Tuning · tools-only bundle

    Optimize Lokalise API performance with caching, pagination, and bulk operations. Use when experiencing slow API responses, implementing caching strategies, or optimizing request throughput for Lokalise integrations. Trigger with phrases like "lokalise performance", "optimize lokalise", "lokalise latency", "lokalise caching", "lokalise slow", "lokalise batch".
    7 repo stars
48. ▌
    Incremental Java Programmer · tools-only bundle

    Incrementally implement new features in Java repositories from natural language descriptions. Use when adding functionality to existing Java codebases (Maven or Gradle projects). Takes a feature description as input and outputs modified repository with implementation code, corresponding JUnit tests, and verification that all tests pass. Supports method additions, new class creation, and method modifications with proper Java conventions.
    7 repo stars
49. ▌
    Abstract Domain Explorer · tools-only bundle

    Applies abstract interpretation using different abstract domains (intervals, octagons, polyhedra, sign, congruence) to statically analyze program variables and infer invariants, value ranges, and relationships. Use when analyzing program properties, inferring loop invariants, detecting potential errors, or understanding variable relationships through static analysis.
    7 repo stars
50. ▌
    Postgres Expert · tools-only bundle

    Create, review, optimize, or test PostgreSQL and Supabase database code including schemas, migrations, functions, triggers, RLS policies, and PgTAP tests. Use when asked to 'create a migration', 'write RLS policies', 'design the schema', 'add a table', 'review this SQL', 'optimize this query', or 'write database tests'. Invoke with /postgres-expert or when user mentions database, SQL, migrations, RLS, or schema design. Do NOT use for application code, forms, UI, server actions, or service layer logic — use service-builder, server-action-builder, or react-form-builder instead.
    7 repo stars
51. ▌
    Maintainx Security Basics · tools-only bundle

    Configure MaintainX API security, credential management, and access control. Use when securing API keys, implementing access controls, or hardening your MaintainX integration. Trigger with phrases like "maintainx security", "maintainx api key security", "secure maintainx", "maintainx credentials", "maintainx access control".
    7 repo stars
52. ▌
    Guidewire Deploy Integration · tools-only bundle

    Deploy Guidewire InsuranceSuite integrations to Guidewire Cloud Platform. Use when deploying configuration packages, managing releases, or implementing blue-green deployments. Trigger with phrases like "deploy guidewire", "guidewire cloud deployment", "release management", "configuration deployment", "guidewire promotion".
    7 repo stars
53. ▌
    Guidewire Sdk Patterns · tools-only bundle

    Master Guidewire SDK patterns including Digital SDK, REST API Client, and Gosu best practices. Use when implementing integrations, building frontends with Jutro, or writing server-side Gosu code. Trigger with phrases like "guidewire sdk", "digital sdk", "jutro sdk", "guidewire patterns", "gosu best practices", "rest api client".
    7 repo stars
54. ▌
    Perplexity Data Handling · tools-only bundle

    Implement Perplexity 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 Perplexity integrations. Trigger with phrases like "perplexity data", "perplexity PII", "perplexity GDPR", "perplexity data retention", "perplexity privacy", "perplexity CCPA".
    7 repo stars
55. ▌
    Groq Webhooks Events · tools-only bundle

    Implement Groq webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Groq event notifications securely. Trigger with phrases like "groq webhook", "groq events", "groq webhook signature", "handle groq events", "groq notifications".
    7 repo stars
56. ▌
    Bio De Results · tools-only bundle

    Extract, filter, annotate, and export differential expression results from DESeq2 or edgeR. Use for identifying significant genes, applying multiple testing corrections, adding gene annotations, and preparing results for downstream analysis. Use when filtering and exporting DE analysis results.
    7 repo stars
57. ▌
    Skilllite · tools-only bundle

    在安全沙箱中执行代码或预定义技能。当需要运行不信任的代码、网络请求、数据处理时使用。
    7 repo stars
58. ▌
    Code Comments · tools-only bundle

    Write clear, plain-spoken code comments and documentation that lives alongside the code. Use when writing or reviewing code that needs inline documentation—file headers, function docs, architectural decisions, or explanatory comments. Optimized for both human readers and AI coding assistants who benefit from co-located context.
    7 repo stars
59. ▌
    API Designer · tools-only bundle

    Use when designing REST or GraphQL APIs, creating OpenAPI specifications, or planning API architecture. Invoke for resource modeling, versioning strategies, pagination patterns, error handling standards.
    7 repo stars
60. ▌
    Obsidian Install Auth · tools-only bundle

    Set up Obsidian plugin development environment with Node.js and TypeScript. Use when starting a new plugin project, configuring the dev environment, or initializing Obsidian plugin development. Trigger with phrases like "obsidian setup", "obsidian plugin dev", "create obsidian plugin", "obsidian development environment".
    7 repo stars
61. ▌
    Write Compressor · tools-only bundle

    This skill provides guidance for implementing custom compression encoders that must be compatible with existing decoders (especially arithmetic coding). It should be used when the task requires writing a compressor/encoder that produces output compatible with a given decompressor/decoder, or when implementing arithmetic coding or similar bit-level compression schemes.
    7 repo stars
62. ▌
    Version Bumper · tools-only bundle

    Automatically handles semantic version updates across plugin.json and marketplace catalog when user mentions version bump, update version, or release. Ensures version consistency in claude-code-plugins repository.
    7 repo stars
63. ▌
    Mistral Cost Tuning · tools-only bundle

    Optimize Mistral AI costs through model selection, token management, and usage monitoring. Use when analyzing Mistral billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "mistral cost", "mistral billing", "reduce mistral costs", "mistral pricing", "mistral expensive", "mistral budget".
    7 repo stars
64. ▌
    Receive Feedback · tools-only bundle

    Process external code review feedback with technical rigor. Use when receiving feedback from another LLM, human reviewer, or CI tool. Verifies claims before implementing, tracks disposition.
    7 repo stars
65. ▌
    Make Mips Interpreter · tools-only bundle

    Guide for implementing MIPS CPU interpreters/emulators, particularly for running compiled MIPS ELF binaries. This skill applies when building virtual machines to execute MIPS32 code, creating emulators for retro game ports (like Doom), or implementing CPU simulators. Use for tasks involving ELF parsing, instruction decoding, syscall emulation, and memory management for MIPS architecture.
    7 repo stars
66. ▌
    Openrouter Model Availability · tools-only bundle

    Build check model availability and implement fallback chains. Use when building resilient systems or handling model outages. Trigger with phrases like 'openrouter availability', 'openrouter fallback', 'openrouter model down', 'openrouter health check'.
    7 repo stars
67. ▌
    Apollo Performance Tuning · tools-only bundle

    Optimize Apollo.io API performance. Use when improving API response times, reducing latency, or optimizing bulk operations. Trigger with phrases like "apollo performance", "optimize apollo", "apollo slow", "apollo latency", "speed up apollo".
    7 repo stars
68. ▌
    UI UX Designer · tools-only bundle

    Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools. Specializes in design tokens, component libraries, and inclusive design. Use PROACTIVELY for design systems, user flows, or interface optimization.
    7 repo stars
69. ▌
    Windsurf Sdk Patterns · tools-only bundle

    Apply production-ready Windsurf SDK patterns for TypeScript and Python. Use when implementing Windsurf integrations, refactoring SDK usage, or establishing team coding standards for Windsurf. Trigger with phrases like "windsurf SDK patterns", "windsurf best practices", "windsurf code patterns", "idiomatic windsurf".
    7 repo stars
70. ▌
    Llamafile · tools-only bundle

    When setting up local LLM inference without cloud APIs. When running GGUF models locally. When needing OpenAI-compatible API from a local model. When building offline/air-gapped AI tools. When troubleshooting local LLM server connections.
    7 repo stars
71. ▌
    Generate Signature For Patch · tools-only bundle

    Generate and validate unique byte signatures for instructions that need to be runtime-patched using IDA Pro MCP. Use this skill when you need a signature to locate a specific instruction for patching (e.g., force/skip a branch, NOP a call, change an immediate operand). Triggers: patch signature, signature for patch, patch instruction signature, nop signature, jump patch signature, skip branch signature, force branch signature
    7 repo stars
72. ▌
    Coderabbit Hello World · tools-only bundle

    Create a minimal working CodeRabbit example. Use when starting a new CodeRabbit integration, testing your setup, or learning basic CodeRabbit API patterns. Trigger with phrases like "coderabbit hello world", "coderabbit example", "coderabbit quick start", "simple coderabbit code".
    7 repo stars
73. ▌
    Openrouter Openai Compat · tools-only bundle

    Configure OpenRouter as an OpenAI API drop-in replacement. Use when migrating from OpenAI or using OpenAI-compatible libraries. Trigger with phrases like 'openrouter openai', 'openrouter drop-in', 'openrouter compatibility', 'migrate to openrouter'.
    7 repo stars
74. ▌
    Pydantic AI Common Pitfalls · tools-only bundle

    Avoid common mistakes and debug issues in PydanticAI agents. Use when encountering errors, unexpected behavior, or when reviewing agent implementations.
    7 repo stars
75. ▌
    Linear Install Auth · tools-only bundle

    Install and configure Linear SDK/CLI authentication. Use when setting up a new Linear integration, configuring API keys, or initializing Linear in your project. Trigger with phrases like "install linear", "setup linear", "linear auth", "configure linear API key", "linear SDK setup".
    7 repo stars
76. ▌
    Coderabbit Core Workflow B · tools-only bundle

    Execute CodeRabbit secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "coderabbit secondary workflow", "secondary task with coderabbit".
    7 repo stars
77. ▌
    Bio Ribo Seq Ribosome Stalling · tools-only bundle

    Detect ribosome pausing and stalling sites from Ribo-seq data at codon resolution. Use when studying translational regulation, identifying pause sites, or analyzing codon-specific translation dynamics.
    7 repo stars
78. ▌
    Ideogram Core Workflow B · tools-only bundle

    Execute Ideogram secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "ideogram secondary workflow", "secondary task with ideogram".
    7 repo stars
79. ▌
    Audit Agent Lifecycle · tools-only bundle

    Audit agent lifecycle — validates agent execution capability against configuration. Accepts plugin path, runs 8 semantic audits (capability vs config alignment, skill loading correctness, inter-agent contracts, prompt contradictions, tool sufficiency, dead agents, scriptable patterns, pattern learning), writes reports to .claude/audits/. Use when auditing agent lifecycle, checking agent capabilities, verifying tool access, finding dead agents, validating agent contract alignment, or confirming agents can execute workflows.
    7 repo stars
80. ▌
    Speak Debug Bundle · tools-only bundle

    Collect Speak debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Speak problems. Trigger with phrases like "speak debug", "speak support bundle", "collect speak logs", "speak diagnostic".
    7 repo stars
81. ▌
    Lokalise Webhooks Events · tools-only bundle

    Implement Lokalise webhook handling and event processing. Use when setting up webhook endpoints, handling translation events, or building automation based on Lokalise notifications. Trigger with phrases like "lokalise webhook", "lokalise events", "lokalise notifications", "handle lokalise events", "lokalise automation".
    7 repo stars
82. ▌
    AWS Cloudformation Dynamodb · tools-only bundle

    Provides AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams. Use when creating DynamoDB tables with CloudFormation, configuring primary keys, local/global secondary indexes, capacity modes (on-demand/provisioned), point-in-time recovery, encryption, TTL, and implementing template structure with Parameters, Outputs, Mappings, Conditions, cross-stack references.
    7 repo stars
83. ▌
    Algorand TS Migration · tools-only bundle

    Migrate smart contracts to Algorand TypeScript 1.0 from either TEALScript or Algorand TypeScript Beta. Use when converting TEALScript contracts to Algorand TypeScript, upgrading Algorand TypeScript beta code to 1.0, user mentions migrating or upgrading to Algorand TypeScript / puya-ts / algo-ts 1.0, or user has TealScript code and wants to modernize it.
    7 repo stars
84. ▌
    Policyengine Vectorization · tools-only bundle

    PolicyEngine vectorization patterns - NumPy operations, where/select usage, avoiding scalar logic with arrays
    7 repo stars
85. ▌
    Bio Clinical Databases Pharmacogenomics · tools-only bundle

    Query PharmGKB and CPIC for drug-gene interactions, pharmacogenomic annotations, and dosing guidelines. Use when predicting drug response from genetic variants or implementing clinical pharmacogenomics.
    7 repo stars
86. ▌
    AWS Cloudformation S3 · tools-only bundle

    Provides AWS CloudFormation patterns for Amazon S3. Use when creating S3 buckets, policies, versioning, lifecycle rules, and implementing template structure with Parameters, Outputs, Mappings, Conditions, and cross-stack references.
    7 repo stars
87. ▌
    Policyengine Us · tools-only bundle

    ALWAYS LOAD THIS SKILL FIRST before writing any PolicyEngine-US code. Contains the correct API patterns for household calculations and population simulations using the new policyengine package. Covers US federal and state taxes/benefits. Triggers: "what would", "how much would a", "benefit be", "eligible for", "qualify for", "single parent", "married couple", "family of", "household of", "if they earn", "earning $", "making $", "calculate benefits", "calculate taxes", "benefit for a", "what would I get", "what is the maximum", "what is the rate", "poverty line", "income limit", "benefit amount", "maximum benefit", "compare states", "TANF", "SNAP", "EITC", "CTC", "SSI", "WIC", "Section 8", "Medicaid", "ACA", "child tax credit", "earned income", "supplemental security", "housing voucher", "microsimulation", "population", "reform", "policy impact", "budgetary", "decile".
    7 repo stars
88. ▌
    SEO Technical Robots · tools-only bundle

    When the user wants to configure, audit, or optimize robots.txt. Also use when the user mentions "robots.txt," "crawler rules," "block crawlers," "AI crawlers," "GPTBot," "allow/disallow," or "search engine crawling."
    7 repo stars
89. ▌
    Functional Core Imperative Shell · tools-only bundle

    Use when writing or refactoring code, before creating files - enforces separation of pure business logic (Functional Core) from side effects (Imperative Shell) using FCIS pattern with mandatory file classification
    7 repo stars
90. ▌
    Guidewire Security Basics · tools-only bundle

    Implement security best practices for Guidewire InsuranceSuite including OAuth2, JWT handling, API roles, secure Gosu coding, and data protection. Trigger with phrases like "guidewire security", "oauth2 guidewire", "jwt token", "api roles", "secure gosu code", "guidewire authentication".
    7 repo stars
91. ▌
    Replit Enterprise Rbac · tools-only bundle

    Configure Replit 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 Replit. Trigger with phrases like "replit SSO", "replit RBAC", "replit enterprise", "replit roles", "replit permissions", "replit SAML".
    7 repo stars
92. ▌
    Bio Tumor Fraction Estimation · tools-only bundle

    Estimates circulating tumor DNA fraction from shallow whole-genome sequencing using ichorCNA. Detects copy number alterations via HMM segmentation and calculates ctDNA percentage. Requires 0.1-1x sWGS coverage. Use when quantifying tumor burden from liquid biopsy or monitoring treatment response.
    7 repo stars
93. ▌
    Windsurf Hello World · tools-only bundle

    Create a minimal working Windsurf example. Use when starting a new Windsurf integration, testing your setup, or learning basic Windsurf API patterns. Trigger with phrases like "windsurf hello world", "windsurf example", "windsurf quick start", "simple windsurf code".
    7 repo stars
94. ▌
    Bio Phasing Imputation Imputation Qc · tools-only bundle

    Quality control of phasing and imputation results. Filter by INFO scores, assess accuracy, and prepare imputed data for downstream analysis. Use when filtering low-quality imputed variants or validating imputation accuracy before GWAS.
    7 repo stars
95. ▌
    Openrouter Fallback Config · tools-only bundle

    Configure model fallback chains for high availability. Use when building fault-tolerant LLM systems. Trigger with phrases like 'openrouter fallback', 'openrouter backup model', 'openrouter redundancy', 'model failover'.
    7 repo stars
96. ▌
    Azure Diagrams · tools-only bundle

    Azure architecture diagram generation skill for high-quality, non-Mermaid outputs. Produces deterministic Python `diagrams` + Graphviz artifacts (`.py` + `.png`/`.svg`) for design and as-built documentation. Use for Step 3 and Step 7 architecture visuals, dependency visuals, and topology diagrams with enforced layout and naming conventions.
    7 repo stars
97. ▌
    Pr Create · tools-only bundle

    Creates a pull request from current changes, monitors GitHub CI, and debugs any failures until CI passes. Use this when the user says "create pr", "make a pr", "open pull request", "submit pr", "pr for these changes", or wants to get their current work into a reviewable PR. Assumes the project uses git, is hosted on GitHub, and has GitHub Actions CI with automated checks (lint, build, tests, etc.). Does NOT merge - stops when CI passes and provides the PR link.
    7 repo stars
98. ▌
    Runtime Error Explainer · tools-only bundle

    Explains runtime errors and compilation failures with actionable debugging guidance. Use when Python or Java code throws runtime exceptions (NullPointerException, TypeError, AttributeError, etc.), compilation errors (syntax errors, type mismatches, import failures), or dependency issues. Analyzes error messages, stack traces, and code context to identify root causes and provide concrete fixes with examples. Distinct from test-related errors - focuses on errors during normal code execution and build processes.
    7 repo stars
99. ▌
    Posthog Observability · tools-only bundle

    Set up comprehensive observability for PostHog integrations with metrics, traces, and alerts. Use when implementing monitoring for PostHog operations, setting up dashboards, or configuring alerting for PostHog integration health. Trigger with phrases like "posthog monitoring", "posthog metrics", "posthog observability", "monitor posthog", "posthog alerts", "posthog tracing".
    7 repo stars
100. ▌
     Vite Flare Starter · tools-only bundle

     Scaffold a full-stack Cloudflare app from vite-flare-starter — React 19, Hono, D1+Drizzle, better-auth, Tailwind v4+shadcn/ui, TanStack Query, R2, Workers AI. Run setup.sh to clone, configure, and deploy.
     7 repo stars