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- ▌ Obsidian Performance Tuning · tools-only bundleOptimize 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".
- ▌ Find Csource2client Ondisconnect · tools-only bundleFind 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.
- ▌ Mgrep Code Search · tools-only bundleSemantic 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.
- ▌ Evernote CI Integration · tools-only bundleConfigure 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".
- ▌ Agent Authoring · tools-only bundleGuide 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.
- ▌ Nav Install Multi Claude · tools-only bundleInstall Navigator multi-Claude workflow orchestration scripts. Auto-invokes when user says "install multi-Claude workflows", "set up multi-Claude", or "enable parallel execution".
- ▌ Security Auditor · tools-only bundleExpert 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.
- ▌ Reshard C4 Data · tools-only bundleGuide 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.
- ▌ Documenso Common Errors · tools-only bundleDiagnose 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".
- ▌ Pymc Modeling · tools-only bundleBayesian 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.
- ▌ Bio Genome Annotation Prokaryotic Annotation · tools-only bundleAnnotate 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.
- ▌ Tfappfix · tools-only bundleTerraform 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".
- ▌ Lifecycle · tools-only bundleGuidance 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.
- ▌ Guidewire Core Workflow B · tools-only bundleExecute 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".
- ▌ Apollo Debug Bundle · tools-only bundleCollect 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".
- ▌ Generate Signature For Vfuncoffset · tools-only bundleGenerate 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
- ▌ Ideogram Reference Architecture · tools-only bundleImplement 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".
- ▌ Bio Metagenomics Strain Tracking · tools-only bundleTrack 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.
- ▌ Ideogram Data Handling · tools-only bundleImplement 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".
- ▌ Perplexity Enterprise Rbac · tools-only bundleConfigure 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".
- ▌ Triz · tools-only bundleTRIZ 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"
- ▌ Retellai Advanced Troubleshooting · tools-only bundleApply 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".
- ▌ Use Typescript X402 Core Avm · tools-only bundleUse @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".
- ▌ Pr Review · tools-only bundleReview 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).
- ▌ Linear Cost Tuning · tools-only bundleOptimize 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".
- ▌ Generate Signature For Function · tools-only bundleGenerate 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
- ▌ UX States Audit · tools-only bundleAudit 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.
- ▌ Python Pro · tools-only bundleUse 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.
- ▌ Perplexity Sdk Patterns · tools-only bundleApply 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".
- ▌ Windsurf Multi File Editing · tools-only bundleManage 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".
- ▌ Typo3 Security · tools-only bundleSecurity 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.
- ▌ Retellai Observability · tools-only bundleSet 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".
- ▌ Security Scanning Security Sast · tools-only bundleStatic Application Security Testing (SAST) for code vulnerability analysis across multiple languages and frameworks
- ▌ Exploring Codebases · tools-only bundleSemantic 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.
- ▌ Bio Immunoinformatics Neoantigen Prediction · tools-only bundleIdentify 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.
- ▌ Tracking Token Launches · tools-only bundleTrack 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".
- ▌ Deepgram Local Dev Loop · tools-only bundleConfigure 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".
- ▌ Bio Workflows Metabolomics Pipeline · tools-only bundleEnd-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.
- ▌ Langgraph Error Handling · tools-only bundleImplement 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.
- ▌ Vue Expert · tools-only bundleUse when building Vue 3 applications with Composition API, Nuxt 3, or Quasar. Invoke for Pinia, TypeScript, PWA, Capacitor mobile apps, Vite configuration.
- ▌ Firecrawl Hello World · tools-only bundleCreate 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".
- ▌ Clean Architecture PHP · tools-only bundleProvides 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.
- ▌ Prompt Architect · tools-only bundleTransformiert 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.
- ▌ Executing An Implementation Plan · tools-only bundleUse 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
- ▌ Skill Creator Openai · tools-only bundleGuide 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.
- ▌ MCP Developer · tools-only bundleUse 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.
- ▌ Write Func As YAML · tools-only bundleWrite 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.
- ▌ Typescript Pro · tools-only bundleUse when building TypeScript applications requiring advanced type systems, generics, or full-stack type safety. Invoke for type guards, utility types, tRPC integration, monorepo setup.
- ▌ Bio Causal Genomics Pleiotropy Detection · tools-only bundleDetect 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.
- ▌ Claude Md Manager · tools-only bundleCreate, 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.
- ▌ Deepgram Security Basics · tools-only bundleApply 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".
- ▌ Policyengine Period Patterns · tools-only bundlePolicyEngine period handling - converting between YEAR, MONTH definition periods and testing patterns
- ▌ Java Pro · tools-only bundleMaster 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.
- ▌ Dignified Python · tools-only bundleProduction 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.
- ▌ Azure AI Agents Persistent Dotnet · tools-only bundleAzure 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".
- ▌ Customerio Known Pitfalls · tools-only bundleIdentify 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".
- ▌ Bio Gene Regulatory Networks Perturbation Simulation · tools-only bundleSimulate 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.
- ▌ Python Code Review · tools-only bundleReviews 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.
- ▌ React Form Builder · tools-only bundleCreate 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).
- ▌ Generating API Contracts · tools-only bundleGenerate 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".
- ▌ Supabase Hello World · tools-only bundleCreate 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".
- ▌ Bio Alignment Sorting · tools-only bundleSort alignment files by coordinate or read name using samtools and pysam. Use when preparing BAM files for indexing, variant calling, or paired-end analysis.
- ▌ Monitoring Expert · tools-only bundleUse when setting up monitoring systems, logging, metrics, tracing, or alerting. Invoke for dashboards, Prometheus/Grafana, load testing, profiling, capacity planning.
- ▌ Lindy Common Errors · tools-only bundleTroubleshoot 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".
- ▌ Merge Diff Arc Agi Task · tools-only bundleGuidance 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)
- ▌ Obsidian Incident Runbook · tools-only bundleTroubleshoot 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".
- ▌ Performing Security Code Review · tools-only bundleThis 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.
- ▌ Perplexity Known Pitfalls · tools-only bundleIdentify 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".
- ▌ Azure Adr · tools-only bundleCreates Azure Architecture Decision Records (ADRs) with WAF mapping, alternatives, consequences, and implementation guidance; use for architecture decision documentation requests.
- ▌ Bio Workflows Biomarker Pipeline · tools-only bundleEnd-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.
- ▌ Burndown · tools-only bundleAutonomous 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".
- ▌ Planning With Files · tools-only bundleImplements 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.
- ▌ Board Of Directors · tools-only bundleSimulate 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'.
- ▌ Ideogram Observability · tools-only bundleSet 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".
- ▌ Lokalise Common Errors · tools-only bundleDiagnose 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".
- ▌ Bio Duplicate Handling · tools-only bundleMark and remove PCR/optical duplicates using samtools fixmate and markdup. Use when preparing alignments for variant calling or when duplicate reads would bias analysis.
- ▌ Shape Up · tools-only bundleGuided 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.
- ▌ Speak Incident Runbook · tools-only bundleExecute 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".
- ▌ Lokalise Security Basics · tools-only bundleApply 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".
- ▌ Create Python X402 Facilitator · tools-only bundleCreate 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".
- ▌ Groq Observability · tools-only bundleSet 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".
- ▌ Bio Chipseq Qc · tools-only bundleChIP-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.
- ▌ Postgres Code Review · tools-only bundleReviews PostgreSQL code for indexing strategies, JSONB operations, connection pooling, and transaction safety. Use when reviewing SQL queries, database schemas, JSONB usage, or connection management.
- ▌ Moonbit Agent Guide · tools-only bundleGuide 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.
- ▌ Speak CI Integration · tools-only bundleConfigure 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".
- ▌ Verification Boundary Reporter · tools-only bundleAnalyze 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.
- ▌ Bio Hi C Analysis Matrix Operations · tools-only bundleBalance, 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.
- ▌ Nav Marker · tools-only bundleCreate 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.
- ▌ Optimizing Performance · tools-only bundleAnalyzes 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.
- ▌ Winning Avg Corewars · tools-only bundleGuidance 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.
- ▌ Performing Security Audits · tools-only bundleThis 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.
- ▌ Agent Design 2 · tools-only bundleThis 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.
- ▌ Prompt Improver · tools-only bundleThis 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.
- ▌ App Intents Code Review · tools-only bundleReviews App Intents code for intent structure, entities, shortcuts, and parameters. Use when reviewing code with import AppIntents, @AppIntent, AppEntity, AppShortcutsProvider, or @Parameter.
- ▌ Exa Architecture Variants · tools-only bundleChoose 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".
- ▌ Eta · tools-only bundleWhen 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.
- ▌ Databricks Multi Env Setup · tools-only bundleConfigure 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".
- ▌ Cwicr Multilingual · tools-only bundleWork with CWICR database across 9 languages. Cross-language matching, translation, and regional pricing.
- ▌ Exa Webhooks Events · tools-only bundleImplement 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".