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17,409 published skills · page 169 of 175

  1. ▌
    Nsfc Literature · tools-only bundle
    NSFC申请书文献检索与引用生成。使用OpenAlex API免费搜索学术文献,使用wenxian生成标准引用格式。
    7 repo stars
  2. ▌
    Obsidian Performance Tuning · tools-only bundle
    Optimize Obsidian plugin performance for smooth operation. Use when experiencing lag, memory issues, or slow startup, or when optimizing plugin code for large vaults. Trigger with phrases like "obsidian performance", "obsidian slow", "optimize obsidian plugin", "obsidian memory usage".
    7 repo stars
  3. ▌
    Find Csource2client Ondisconnect · tools-only bundle
    Find and identify the CSource2Client_OnDisconnect function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 client.dll or libclient.so to locate the OnDisconnect function by searching for the "client_disconnect" and "reason_code" debug strings and analyzing cross-references to find the matching code pattern.
    7 repo stars
  4. ▌
    Mgrep Code Search · tools-only bundle
    Semantic code search using mgrep for efficient codebase exploration. This skill should be used when searching or exploring codebases with more than 30 non-gitignored files and/or nested directory structures. It provides natural language semantic search that complements traditional grep/ripgrep for finding features, understanding intent, and exploring unfamiliar code.
    7 repo stars
  5. ▌
    Evernote CI Integration · tools-only bundle
    Configure CI/CD pipelines for Evernote integrations. Use when setting up automated testing, continuous integration, or deployment pipelines for Evernote projects. Trigger with phrases like "evernote ci", "evernote github actions", "evernote pipeline", "automate evernote tests".
    7 repo stars
  6. ▌
    Agent Authoring · tools-only bundle
    Guide for authoring, designing, building, writing, and developing specialized AI agents. Use when creating, updating, reviewing, or improving agents that handle specific tasks with focused expertise. Helps design AGENT.md files, choose models (Sonnet/Haiku/Opus), define focus areas, configure tool restrictions, and decide between agents, skills, and commands. Expert in agent validation, best practices, and troubleshooting.
    7 repo stars
  7. ▌
    Nav Install Multi Claude · tools-only bundle
    Install Navigator multi-Claude workflow orchestration scripts. Auto-invokes when user says "install multi-Claude workflows", "set up multi-Claude", or "enable parallel execution".
    7 repo stars
  8. ▌
    Security Auditor · tools-only bundle
    Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. Masters vulnerability assessment, threat modeling, secure authentication (OAuth2/OIDC), OWASP standards, cloud security, and security automation. Handles DevSecOps integration, compliance (GDPR/HIPAA/SOC2), and incident response. Use PROACTIVELY for security audits, DevSecOps, or compliance implementation.
    7 repo stars
  9. ▌
    Reshard C4 Data · tools-only bundle
    Guide for implementing reversible data resharding systems with hierarchical constraints (max files/folders per directory, max file size). Use when building compress/decompress scripts that reorganize datasets while maintaining full reconstruction capability.
    7 repo stars
  10. ▌
    Documenso Common Errors · tools-only bundle
    Diagnose and resolve common Documenso API errors and issues. Use when encountering Documenso errors, debugging integration issues, or troubleshooting failed operations. Trigger with phrases like "documenso error", "documenso 401", "documenso failed", "fix documenso", "documenso not working".
    7 repo stars
  11. ▌
    Pymc Modeling · tools-only bundle
    Bayesian statistical modeling with PyMC v5+. Use when building probabilistic models, specifying priors, running MCMC inference, diagnosing convergence, or comparing models. Covers PyMC, ArviZ, pymc-bart, pymc-extras, nutpie, and JAX/NumPyro backends. Triggers on tasks involving: Bayesian inference, posterior sampling, hierarchical/multilevel models, GLMs, time series, Gaussian processes, BART, mixture models, prior/posterior predictive checks, MCMC diagnostics, LOO-CV, WAIC, model comparison, or causal inference with do/observe.
    7 repo stars
  12. ▌
    Bio Genome Annotation Prokaryotic Annotation · tools-only bundle
    Annotate bacterial and archaeal genomes with Bakta for comprehensive structural and functional annotation, or Prokka for lightweight annotation. Generates GFF3, GenBank, and FASTA outputs with NCBI-compatible locus tags. Use when annotating a newly assembled prokaryotic genome or preparing annotations for NCBI submission.
    7 repo stars
  13. ▌
    Tfappfix · tools-only bundle
    Terraform debugging for small teams. Diagnoses plan/apply failures, state issues, and Azure provider errors. Use when asked to "fix terraform", "debug infra", "why did apply fail", or "/tfappfix".
    7 repo stars
  14. ▌
    Lifecycle · tools-only bundle
    Guidance for managing R package lifecycle according to tidyverse principles using the lifecycle package. Use when: (1) Setting up lifecycle infrastructure in a package, (2) Deprecating functions or arguments, (3) Renaming functions or arguments, (4) Superseding functions, (5) Marking functions as experimental, (6) Understanding lifecycle stages (stable, experimental, deprecated, superseded), or (7) Writing deprecation helpers for complex scenarios.
    7 repo stars
  15. ▌
    Guidewire Core Workflow B · tools-only bundle
    Execute Guidewire secondary workflow: Claims processing in ClaimCenter. Use when implementing FNOL, claim investigation, reserves, payments, and settlement. Trigger with phrases like "claimcenter workflow", "create claim", "file fnol", "process claim", "claim settlement", "claim payment".
    7 repo stars
  16. ▌
    Apollo Debug Bundle · tools-only bundle
    Collect Apollo.io debug evidence for support. Use when preparing support tickets, documenting issues, or gathering diagnostic information for Apollo problems. Trigger with phrases like "apollo debug", "apollo support bundle", "collect apollo diagnostics", "apollo troubleshooting info".
    7 repo stars
  17. ▌
    Generate Signature For Vfuncoffset · tools-only bundle
    Generate and validate unique byte signatures for instructions containing a virtual-function offset using IDA Pro MCP. Use this skill when you need a signature for an instruction like call qword ptr [rax+538h], where the vfunc offset (0x538) must be explicitly fixed in the first instruction bytes. Triggers: vfunc offset signature, signature for vfunc offset, virtual function offset signature, call [reg+offset] signature
    7 repo stars
  18. ▌
    Ideogram Reference Architecture · tools-only bundle
    Implement Ideogram reference architecture with best-practice project layout. Use when designing new Ideogram integrations, reviewing project structure, or establishing architecture standards for Ideogram applications. Trigger with phrases like "ideogram architecture", "ideogram best practices", "ideogram project structure", "how to organize ideogram", "ideogram layout".
    7 repo stars
  19. ▌
    Bio Metagenomics Strain Tracking · tools-only bundle
    Track bacterial strains using MASH, sourmash, fastANI, and inStrain. Compare genomes, detect contamination, and monitor strain-level variation. Use when needing sub-species resolution for outbreak tracking, transmission analysis, or within-host strain dynamics.
    7 repo stars
  20. ▌
    Ideogram Data Handling · tools-only bundle
    Implement Ideogram 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 Ideogram integrations. Trigger with phrases like "ideogram data", "ideogram PII", "ideogram GDPR", "ideogram data retention", "ideogram privacy", "ideogram CCPA".
    7 repo stars
  21. ▌
    Perplexity Enterprise Rbac · tools-only bundle
    Configure Perplexity 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 Perplexity. Trigger with phrases like "perplexity SSO", "perplexity RBAC", "perplexity enterprise", "perplexity roles", "perplexity permissions", "perplexity SAML".
    7 repo stars
  22. ▌
    Triz · tools-only bundle
    TRIZ systematic innovation methodology with AI-enhanced prompts. Use when: (1) Technical contradiction - improve A but B worsens, (2) Physical contradiction - need opposite properties, (3) Cross-industry solutions via FOS/MOS, (4) Technology evolution prediction, (5) Complex engineering problems. Triggers: "TRIZ", "contradiction", "inventive", "trade-off", "improve without worsening", "ข้อขัดแย้งทางเทคนิค", "innovation breakthrough"
    7 repo stars
  23. ▌
    Retellai Advanced Troubleshooting · tools-only bundle
    Apply Retell AI advanced debugging techniques for hard-to-diagnose issues. Use when standard troubleshooting fails, investigating complex race conditions, or preparing evidence bundles for Retell AI support escalation. Trigger with phrases like "retellai hard bug", "retellai mystery error", "retellai impossible to debug", "difficult retellai issue", "retellai deep debug".
    7 repo stars
  24. ▌
    Use Typescript X402 Core Avm · tools-only bundle
    Use @x402-avm/core and @x402-avm/avm TypeScript packages directly for custom x402 payment integrations. Use when building custom clients, resource servers, or facilitators with the x402 protocol on Algorand, implementing payment policies, creating AVM signer interfaces, handling transaction groups, or integrating fee abstraction. Strong triggers include "use x402 core package", "create x402 client", "implement facilitator signer", "x402 payment verification", "fee abstraction on Algorand", "register AVM scheme", "transaction group signing", "x402ResourceServer", "x402Client", "x402Facilitator", "ClientAvmSigner", "FacilitatorAvmSigner".
    7 repo stars
  25. ▌
    Pr Review · tools-only bundle
    Review a GitHub pull request using multiple expert personas. Takes a PR URL as input, analyzes the changes, and generates comprehensive review feedback from different perspectives (Merge Specialist, Frontend, Backend, Security, DevOps, AI/Agent, SRE, Chief Architect).
    7 repo stars
  26. ▌
    Linear Cost Tuning · tools-only bundle
    Optimize Linear API usage and manage costs effectively. Use when reducing API calls, managing rate limits efficiently, or optimizing integration costs. Trigger with phrases like "linear cost", "reduce linear API calls", "linear efficiency", "linear API usage", "optimize linear costs".
    7 repo stars
  27. ▌
    Generate Signature For Function · tools-only bundle
    Generate and validate unique byte signatures for functions using IDA Pro MCP. Use this skill when you need to create a pattern-scanning signature for a function that can reliably locate it across binary updates. Triggers: generate signature, byte signature, pattern signature, function signature, unique signature, sig for function
    7 repo stars
  28. ▌
    UX States Audit · tools-only bundle
    Audit UI code for missing loading states, empty states, and error states. Every async operation and data-driven UI must handle all three. Finds gaps and implements the missing states using the app's existing patterns.
    7 repo stars
  29. ▌
    Python Pro · tools-only bundle
    Use when building Python 3.11+ applications requiring type safety, async programming, or production-grade patterns. Invoke for type hints, pytest, async/await, dataclasses, mypy configuration.
    7 repo stars
  30. ▌
    Perplexity Sdk Patterns · tools-only bundle
    Apply production-ready Perplexity SDK patterns for TypeScript and Python. Use when implementing Perplexity integrations, refactoring SDK usage, or establishing team coding standards for Perplexity. Trigger with phrases like "perplexity SDK patterns", "perplexity best practices", "perplexity code patterns", "idiomatic perplexity".
    7 repo stars
  31. ▌
    Windsurf Multi File Editing · tools-only bundle
    Manage multi-file edits with Cascade coordination. Activate when users mention "multi-file edit", "edit multiple files", "cross-file changes", "refactor across files", or "batch modifications". Handles coordinated multi-file operations. Use when working with windsurf multi file editing functionality. Trigger with phrases like "windsurf multi file editing", "windsurf editing", "windsurf".
    7 repo stars
  32. ▌
    Typo3 Security · tools-only bundle
    Security hardening checklist and best practices for TYPO3 v13/v14 installations, covering configuration, file permissions, and common vulnerabilities. Use when working with security, hardening, permissions, authentication, vulnerabilities.
    7 repo stars
  33. ▌
    Retellai Observability · tools-only bundle
    Set up comprehensive observability for Retell AI integrations with metrics, traces, and alerts. Use when implementing monitoring for Retell AI operations, setting up dashboards, or configuring alerting for Retell AI integration health. Trigger with phrases like "retellai monitoring", "retellai metrics", "retellai observability", "monitor retellai", "retellai alerts", "retellai tracing".
    7 repo stars
  34. ▌
    Security Scanning Security Sast · tools-only bundle
    Static Application Security Testing (SAST) for code vulnerability analysis across multiple languages and frameworks
    7 repo stars
  35. ▌
    Exploring Codebases · tools-only bundle
    Semantic search for codebases. Locates matches with ripgrep and expands them into full AST nodes (functions/classes) using tree-sitter. Returns complete, syntactically valid code blocks rather than fragmented lines. Use when looking for specific implementations, examples, or references where full context is needed.
    7 repo stars
  36. ▌
    Bio Immunoinformatics Neoantigen Prediction · tools-only bundle
    Identify tumor neoantigens from somatic mutations using pVACtools for personalized cancer immunotherapy. Predict mutant peptides that bind patient HLA and may elicit T-cell responses. Use when identifying vaccine targets or checkpoint inhibitor response biomarkers from tumor sequencing data.
    7 repo stars
  37. ▌
    Tracking Token Launches · tools-only bundle
    Track new token launches across DEXes with risk analysis and contract verification. Use when discovering new token launches, monitoring IDOs, or analyzing token contracts. Trigger with phrases like "track launches", "find new tokens", "new pairs on uniswap", "token risk analysis", or "monitor IDOs".
    7 repo stars
  38. ▌
    Deepgram Local Dev Loop · tools-only bundle
    Configure Deepgram local development workflow with testing and iteration. Use when setting up development environment, configuring test fixtures, or establishing rapid iteration patterns for Deepgram integration. Trigger with phrases like "deepgram local dev", "deepgram development setup", "deepgram test environment", "deepgram dev workflow".
    7 repo stars
  39. ▌
    Bio Workflows Metabolomics Pipeline · tools-only bundle
    End-to-end metabolomics workflow from raw MS data to pathway analysis. Orchestrates XCMS preprocessing, annotation, normalization, statistical analysis, and pathway mapping. Use when processing LC-MS metabolomics data.
    7 repo stars
  40. ▌
    Langgraph Error Handling · tools-only bundle
    Implement LangGraph error handling with current v1 patterns. Use when users need to classify failures, add RetryPolicy for transient issues, build LLM recovery loops with Command routing, add human-in-the-loop with interrupt()/resume, handle ToolNode errors, or choose a safe strategy between retry, recovery, and escalation.
    7 repo stars
  41. ▌
    Vue Expert · tools-only bundle
    Use when building Vue 3 applications with Composition API, Nuxt 3, or Quasar. Invoke for Pinia, TypeScript, PWA, Capacitor mobile apps, Vite configuration.
    7 repo stars
  42. ▌
    Firecrawl Hello World · tools-only bundle
    Create a minimal working FireCrawl example. Use when starting a new FireCrawl integration, testing your setup, or learning basic FireCrawl API patterns. Trigger with phrases like "firecrawl hello world", "firecrawl example", "firecrawl quick start", "simple firecrawl code".
    7 repo stars
  43. ▌
    Clean Architecture PHP · tools-only bundle
    Provides implementation patterns for Clean Architecture, Hexagonal Architecture (Ports & Adapters), and Domain-Driven Design in PHP 8.3+ with Symfony 7.x. Use when architecting enterprise PHP applications with entities/value objects/aggregates, refactoring legacy code to modern patterns, implementing domain-driven design with Symfony, or creating testable backends with clear separation of concerns.
    7 repo stars
  44. ▌
    Prompt Architect · tools-only bundle
    Transformiert Anforderungen in Best-Practice Prompts nach Claude 4.x Standards (Dezember 2025). Basiert auf: - Nate B. Jones 4 Beginner Moves: Shape, Context, Silent Plan, Self-Check - Anthropic Claude 4.x Best Practices: Explizitheit, Contract-Style, Examples beat Adjectives - Pipelines over Prompts Philosophie AKTIVIERT SICH AUTOMATISCH nach clarify-spec oder bei /prompt-architect. Produziert strukturierten, ausfuehrbaren Prompt mit allen Best Practices.
    7 repo stars
  45. ▌
    Executing An Implementation Plan · tools-only bundle
    Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task, reviews once per phase, loads phases just-in-time to minimize context usage
    7 repo stars
  46. ▌
    Skill Creator Openai · tools-only bundle
    Guide for creating effective skills. Use when users want to create a new skill (or update an existing skill) that extends the model's capabilities with specialized knowledge, workflows, or tool integrations.
    7 repo stars
  47. ▌
    MCP Developer · tools-only bundle
    Use when building MCP servers or clients that connect AI systems with external tools and data sources. Invoke for MCP protocol compliance, TypeScript/Python SDKs, resource providers, tool functions.
    7 repo stars
  48. ▌
    Write Func As YAML · tools-only bundle
    Write function analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after completing function identification and signature generation to persist the results in a standardized YAML format. For virtual functions with known vtable index, use write-vfunc-as-yaml instead.
    7 repo stars
  49. ▌
    Typescript Pro · tools-only bundle
    Use when building TypeScript applications requiring advanced type systems, generics, or full-stack type safety. Invoke for type guards, utility types, tRPC integration, monorepo setup.
    7 repo stars
  50. ▌
    Bio Causal Genomics Pleiotropy Detection · tools-only bundle
    Detect and correct for horizontal pleiotropy in Mendelian randomization analyses using MR-PRESSO for outlier removal, MR-Egger regression for directional pleiotropy, and Steiger filtering for variant directionality. Use when validating MR results, detecting pleiotropic instruments, or running sensitivity analyses for causal inference.
    7 repo stars
  51. ▌
    Claude Md Manager · tools-only bundle
    Create, audit, and maintain CLAUDE.md documentation files that configure Claude Code for projects. Use this skill when (1) initializing a new project with Claude Code configuration, (2) reviewing or improving existing CLAUDE.md files, (3) organizing project instructions using progressive disclosure patterns, (4) converting repeated instructions into permanent documentation, or (5) setting up agent_docs/ structures for larger codebases. Handles the WHAT/WHY/HOW framework, conciseness optimization, and file import patterns.
    7 repo stars
  52. ▌
    Deepgram Security Basics · tools-only bundle
    Apply Deepgram security best practices for API key management and data protection. Use when securing Deepgram integrations, implementing key rotation, or auditing security configurations. Trigger with phrases like "deepgram security", "deepgram API key security", "secure deepgram", "deepgram key rotation", "deepgram data protection".
    7 repo stars
  53. ▌
    Policyengine Period Patterns · tools-only bundle
    PolicyEngine period handling - converting between YEAR, MONTH definition periods and testing patterns
    7 repo stars
  54. ▌
    Java Pro · tools-only bundle
    Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns. Use PROACTIVELY for Java development, microservices architecture, or performance optimization.
    7 repo stars
  55. ▌
    Dignified Python · tools-only bundle
    Production Python coding standards with automatic version detection (3.10-3.13). Use when writing, reviewing, or refactoring Python to ensure adherence to modern type syntax, LBYL exception handling, pathlib operations, ABC-based interfaces, and production-tested patterns. Not Dagster-specific - applies to any Python project.
    7 repo stars
  56. ▌
    Azure AI Agents Persistent Dotnet · tools-only bundle
    Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use for agent CRUD, conversation threads, streaming responses, function calling, file search, and code interpreter. Triggers: "PersistentAgentsClient", "persistent agents", "agent threads", "agent runs", "streaming agents", "function calling agents .NET".
    7 repo stars
  57. ▌
    Customerio Known Pitfalls · tools-only bundle
    Identify and avoid Customer.io anti-patterns. Use when reviewing integrations, avoiding common mistakes, or optimizing existing Customer.io implementations. Trigger with phrases like "customer.io mistakes", "customer.io anti-patterns", "customer.io best practices", "customer.io gotchas".
    7 repo stars
  58. ▌
    Bio Gene Regulatory Networks Perturbation Simulation · tools-only bundle
    Simulate transcription factor perturbation effects on cell state using CellOracle, which integrates GRN inference with in silico knockout and overexpression modeling. Predicts cell identity shifts and differentiation trajectory changes from TF perturbations. Use when predicting the effect of transcription factor knockouts, planning perturbation experiments, or identifying driver TFs for cell fate transitions.
    7 repo stars
  59. ▌
    Python Code Review · tools-only bundle
    Reviews Python code for type safety, async patterns, error handling, and common mistakes. Use when reviewing .py files, checking type hints, async/await usage, or exception handling.
    7 repo stars
  60. ▌
    React Form Builder · tools-only bundle
    Create client-side forms with react-hook-form, shadcn/ui form components, and server action integration for Next.js/Supabase applications. Use when building forms with validation, error handling, and loading states ('create a form', 'build the settings form', 'add form validation', 'wire up the edit form'). Generates complete form components with Zod schemas, toast feedback, and data-test attributes. Do NOT use for server-side logic (use server-action-builder or service-builder), database schemas (use postgres-expert), or E2E tests (use playwright-e2e).
    7 repo stars
  61. ▌
    Generating API Contracts · tools-only bundle
    Generate API contracts and OpenAPI specifications from code or design documents. Use when documenting API contracts and specifications. Trigger with phrases like "generate API contract", "create OpenAPI spec", or "document API contract".
    7 repo stars
  62. ▌
    Supabase Hello World · tools-only bundle
    Create a minimal working Supabase example. Use when starting a new Supabase integration, testing your setup, or learning basic Supabase API patterns. Trigger with phrases like "supabase hello world", "supabase example", "supabase quick start", "simple supabase code".
    7 repo stars
  63. ▌
    Bio Alignment Sorting · tools-only bundle
    Sort alignment files by coordinate or read name using samtools and pysam. Use when preparing BAM files for indexing, variant calling, or paired-end analysis.
    7 repo stars
  64. ▌
    Monitoring Expert · tools-only bundle
    Use when setting up monitoring systems, logging, metrics, tracing, or alerting. Invoke for dashboards, Prometheus/Grafana, load testing, profiling, capacity planning.
    7 repo stars
  65. ▌
    Lindy Common Errors · tools-only bundle
    Troubleshoot common Lindy AI errors and issues. Use when encountering errors, debugging agent failures, or resolving integration problems. Trigger with phrases like "lindy error", "lindy not working", "debug lindy", "lindy troubleshoot".
    7 repo stars
  66. ▌
    Merge Diff Arc Agi Task · tools-only bundle
    Guidance for solving ARC-AGI style pattern recognition tasks that involve git operations (fetching bundles, merging branches) and implementing algorithmic transformations. This skill applies when tasks require merging git branches containing different implementations of pattern-based algorithms, analyzing input-output examples to discover transformation rules, and implementing correct solutions. (project)
    7 repo stars
  67. ▌
    Obsidian Incident Runbook · tools-only bundle
    Troubleshoot Obsidian plugin failures with systematic incident response. Use when plugins crash, data is corrupted, or users report critical issues with your Obsidian plugin. Trigger with phrases like "obsidian crash", "obsidian plugin broken", "obsidian incident", "debug obsidian failure", "obsidian emergency".
    7 repo stars
  68. ▌
    Performing Security Code Review · tools-only bundle
    This skill enables Claude to conduct a security-focused code review using the security-agent plugin. It analyzes code for potential vulnerabilities like SQL injection, XSS, authentication flaws, and insecure dependencies. Claude uses this skill when the user explicitly requests a security audit, asks for a code review with a focus on security, or mentions security concerns related to code. The security-agent plugin then provides structured security findings with severity ratings, code locations, impact assessments, and remediation guidance.
    7 repo stars
  69. ▌
    Perplexity Known Pitfalls · tools-only bundle
    Identify and avoid Perplexity anti-patterns and common integration mistakes. Use when reviewing Perplexity code for issues, onboarding new developers, or auditing existing Perplexity integrations for best practices violations. Trigger with phrases like "perplexity mistakes", "perplexity anti-patterns", "perplexity pitfalls", "perplexity what not to do", "perplexity code review".
    7 repo stars
  70. ▌
    Azure Adr · tools-only bundle
    Creates Azure Architecture Decision Records (ADRs) with WAF mapping, alternatives, consequences, and implementation guidance; use for architecture decision documentation requests.
    7 repo stars
  71. ▌
    Bio Workflows Biomarker Pipeline · tools-only bundle
    End-to-end biomarker discovery workflow from expression data to validated biomarker panels. Covers feature selection with Boruta/LASSO, classifier training with nested CV, and SHAP interpretation. Use when building and validating diagnostic or prognostic biomarker signatures from omics data.
    7 repo stars
  72. ▌
    Burndown · tools-only bundle
    Autonomous tech debt elimination. Combines /deslop + /qa into an iterative fix loop. Scans for code slop and architecture issues, prioritizes by severity, and autonomously fixes until completion. Use when asked to "burn down debt", "clean up codebase", or "/burndown".
    7 repo stars
  73. ▌
    Planning With Files · tools-only bundle
    Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring >5 tool calls. Supports automatic session recovery after /clear.
    7 repo stars
  74. ▌
    Board Of Directors · tools-only bundle
    Simulate a 5-member expert board deliberation for major decisions. Use when evaluating plans, architecture choices, feature designs, or any decision requiring multi-perspective expert analysis. Triggers: 'board review', 'get expert opinions', 'board meeting', 'director evaluation', 'consensus review'.
    7 repo stars
  75. ▌
    Ideogram Observability · tools-only bundle
    Set up comprehensive observability for Ideogram integrations with metrics, traces, and alerts. Use when implementing monitoring for Ideogram operations, setting up dashboards, or configuring alerting for Ideogram integration health. Trigger with phrases like "ideogram monitoring", "ideogram metrics", "ideogram observability", "monitor ideogram", "ideogram alerts", "ideogram tracing".
    7 repo stars
  76. ▌
    Lokalise Common Errors · tools-only bundle
    Diagnose and fix Lokalise common errors and exceptions. Use when encountering Lokalise errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "lokalise error", "fix lokalise", "lokalise not working", "debug lokalise", "lokalise 401", "lokalise 429".
    7 repo stars
  77. ▌
    Bio Duplicate Handling · tools-only bundle
    Mark and remove PCR/optical duplicates using samtools fixmate and markdup. Use when preparing alignments for variant calling or when duplicate reads would bias analysis.
    7 repo stars
  78. ▌
    Shape Up · tools-only bundle
    Guided Shape Up workflow for taking projects from idea to working software. Orchestrates the /shaping and /breadboarding skills through a structured process: Frame, Shape, Breadboard, Slice, Build. Works for both greenfield (0-1) and existing projects. Use when: starting a new project or feature, planning a significant change to an existing codebase, user says "shape this", "let's shape", "shape up", or wants to go from idea to implementation with structured problem/solution separation. Proactively guides each phase and suggests next steps.
    7 repo stars
  79. ▌
    Speak Incident Runbook · tools-only bundle
    Execute Speak incident response procedures with triage, mitigation, and postmortem. Use when responding to Speak-related outages, investigating errors, or running post-incident reviews for language learning feature failures. Trigger with phrases like "speak incident", "speak outage", "speak down", "speak on-call", "speak emergency", "speak broken".
    7 repo stars
  80. ▌
    Lokalise Security Basics · tools-only bundle
    Apply Lokalise security best practices for API tokens and access control. Use when securing API tokens, implementing least privilege access, or auditing Lokalise security configuration. Trigger with phrases like "lokalise security", "lokalise secrets", "secure lokalise", "lokalise API token security".
    7 repo stars
  81. ▌
    Create Python X402 Facilitator · tools-only bundle
    Create Python x402 facilitator services that verify and settle payments on-chain. Use when building a FastAPI-based facilitator, implementing the FacilitatorAvmSigner protocol (sign_transaction, sign_group, simulate_group, send_group, confirm_transaction), registering with register_exact_avm_facilitator, creating multi-network facilitators (EVM+SVM+AVM), or setting up facilitator API endpoints (/verify, /settle, /supported). Strong triggers include "create a Python facilitator", "build a payment facilitator service", "implement FacilitatorAvmSigner", "set up facilitator endpoints", "verify and settle Algorand payments", "fee payer service".
    7 repo stars
  82. ▌
    Groq Observability · tools-only bundle
    Set up comprehensive observability for Groq integrations with metrics, traces, and alerts. Use when implementing monitoring for Groq operations, setting up dashboards, or configuring alerting for Groq integration health. Trigger with phrases like "groq monitoring", "groq metrics", "groq observability", "monitor groq", "groq alerts", "groq tracing".
    7 repo stars
  83. ▌
    Bio Chipseq Qc · tools-only bundle
    ChIP-seq quality control metrics including FRiP (Fraction of Reads in Peaks), cross-correlation analysis (NSC/RSC), library complexity, and IDR (Irreproducibility Discovery Rate) for replicate concordance. Use to assess experiment quality before downstream analysis. Use when assessing ChIP-seq data quality metrics.
    7 repo stars
  84. ▌
    Postgres Code Review · tools-only bundle
    Reviews PostgreSQL code for indexing strategies, JSONB operations, connection pooling, and transaction safety. Use when reviewing SQL queries, database schemas, JSONB usage, or connection management.
    7 repo stars
  85. ▌
    Moonbit Agent Guide · tools-only bundle
    Guide for writing, refactoring, and testing MoonBit projects. Use when working in MoonBit modules or packages, organizing MoonBit files, using moon tooling (build/check/run/test/doc/ide etc.), or following MoonBit-specific layout, documentation, and testing conventions.
    7 repo stars
  86. ▌
    Speak CI Integration · tools-only bundle
    Configure Speak CI/CD integration with GitHub Actions and automated testing. Use when setting up automated testing, configuring CI pipelines, or integrating Speak language learning tests into your build process. Trigger with phrases like "speak CI", "speak GitHub Actions", "speak automated tests", "CI speak".
    7 repo stars
  87. ▌
    Verification Boundary Reporter · tools-only bundle
    Analyze formal verification artifacts (Isabelle, Coq, Dafny, etc.) and produce structured reports identifying the precise boundary between verified, assumed, and unverified components. Use when assessing verification coverage, understanding trust boundaries, auditing formal proofs, or documenting verification scope. Reports explicitly list verified code, assumptions, axioms, trusted computing base, and unverified components. Conservative and explicit about verification status without attempting to repair or mask gaps.
    7 repo stars
  88. ▌
    Bio Hi C Analysis Matrix Operations · tools-only bundle
    Balance, normalize, and transform Hi-C contact matrices using cooler and cooltools. Apply iterative correction (ICE), compute expected values, and generate observed/expected matrices. Use when normalizing or transforming Hi-C matrices.
    7 repo stars
  89. ▌
    Nav Marker · tools-only bundle
    Create context save points to preserve conversation state before breaks, risky changes, or compaction. Use when user says "save my progress", "create checkpoint", "mark this point", or before clearing context.
    7 repo stars
  90. ▌
    Optimizing Performance · tools-only bundle
    Analyzes and optimizes application performance across frontend, backend, and database layers. Use when diagnosing slowness, improving load times, optimizing queries, reducing bundle size, or when asked about performance issues.
    7 repo stars
  91. ▌
    Winning Avg Corewars · tools-only bundle
    Guidance for developing CoreWars warriors that achieve target win rates against specific opponents. This skill should be used when tasks involve writing, optimizing, or debugging Redcode assembly warriors for the CoreWars programming game, particularly when win rate thresholds must be met against multiple opponents.
    7 repo stars
  92. ▌
    Performing Security Audits · tools-only bundle
    This skill allows Claude to conduct comprehensive security audits of code, infrastructure, and configurations. It leverages various tools within the security-pro-pack plugin, including vulnerability scanning, compliance checking, cryptography review, and infrastructure security analysis. Use this skill when a user requests a "security audit," "vulnerability assessment," "compliance review," or any task involving identifying and mitigating security risks. It helps to ensure code and systems adhere to security best practices and compliance standards.
    7 repo stars
  93. ▌
    Agent Design 2 · tools-only bundle
    This skill should be used when the user asks to "configure agent profile", "add skills to agent", "set up MCP servers", "configure agent tools", "write system prompt", "create agent workflow", "define agent commands", "add subagents", or needs to define what capabilities an agent has and how to orchestrate complex workflows in the runtime.
    7 repo stars
  94. ▌
    Prompt Improver · tools-only bundle
    This skill enriches vague prompts with targeted research and clarification before execution. Should be used when a prompt is determined to be vague and requires systematic research, question generation, and execution guidance.
    7 repo stars
  95. ▌
    App Intents Code Review · tools-only bundle
    Reviews App Intents code for intent structure, entities, shortcuts, and parameters. Use when reviewing code with import AppIntents, @AppIntent, AppEntity, AppShortcutsProvider, or @Parameter.
    7 repo stars
  96. ▌
    Exa Architecture Variants · tools-only bundle
    Choose and implement Exa validated architecture blueprints for different scales. Use when designing new Exa integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Exa applications. Trigger with phrases like "exa architecture", "exa blueprint", "how to structure exa", "exa project layout", "exa microservice".
    7 repo stars
  97. ▌
    Eta · tools-only bundle
    When a user asks how long a task will take, requests a time estimate, or before starting any non-trivial coding task, immediately run scripts/estimate_task.py to analyze the codebase scope and provide a data-driven time estimate. Show the estimate breakdown, risk factors, and checkpoint recommendations without asking.
    7 repo stars
  98. ▌
    Databricks Multi Env Setup · tools-only bundle
    Configure Databricks across development, staging, and production environments. Use when setting up multi-environment deployments, configuring per-environment secrets, or implementing environment-specific Databricks configurations. Trigger with phrases like "databricks environments", "databricks staging", "databricks dev prod", "databricks environment setup", "databricks config by env".
    7 repo stars
  99. ▌
    Cwicr Multilingual · tools-only bundle
    Work with CWICR database across 9 languages. Cross-language matching, translation, and regional pricing.
    7 repo stars
  100. ▌
    Exa Webhooks Events · tools-only bundle
    Implement Exa webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Exa event notifications securely. Trigger with phrases like "exa webhook", "exa events", "exa webhook signature", "handle exa events", "exa notifications".
    7 repo stars