OpenStack Keystone identity service skill for deploying, configuring, operating, and troubleshooting the authentication and authorization backbone of an OpenStack cloud. Covers identity management, token lifecycle (Fernet provider with rotation), service catalog registration, RBAC policy customization, domain/project/user hierarchy, federation basics (SAML/OIDC), credential encryption, and endpoint management. Use when deploying Keystone via Kolla-Ansible, managing users and projects, debugging 401 errors, rotating Fernet keys, configuring RBAC policies, or integrating services through the service catalog.
OpenStack Nova compute service skill for deploying, configuring, operating, and troubleshooting cloud compute infrastructure. Covers instance lifecycle management (create/stop/start/reboot/resize/migrate/evacuate), compute scheduling with filters and weights, flavor management, live migration procedures, hypervisor management (KVM/QEMU via libvirt), placement service for resource tracking, CPU pinning, NUMA topology, huge pages, cell mapping, VNC/SPICE console access, and capacity planning. Use when deploying compute via Kolla-Ansible, managing instances, debugging scheduler failures, or planning compute capacity.
Linux kernel development skill grounded in local references/labs and references/lectures materials. Use for kernel modules, system calls, process scheduling, interrupts, locking, memory management, filesystems, networking, architecture, debugging, profiling, and device model work.
Use when interacting with Jira issues - searching, creating, updating, moving, transitioning, commenting, logging work, downloading attachments, managing sprints, boards, issue links, web links, fields, or users. Auto-triggers on Jira URLs and issue keys (PROJ-123). Also use when MCP Atlassian tools fail or are unavailable for Jira Server/DC.
Strategic codebase re-direction when requirements change, architecture doesn't fit, or tech debt blocks progress. TRIZ-powered pivot protocol for large codebases.
DDEV local development environment for Craft CMS projects. ALWAYS load this skill when running any ddev command, configuring .ddev/config.yaml, or troubleshooting local container issues. Covers: config.yaml settings (project type, PHP/Node versions, database, docroot), shorthand commands (ddev composer, ddev craft, ddev npm), add-ons (ddev add-on get for Redis, Mailpit), custom commands (.ddev/commands/), Vite dev server exposure (web_extra_exposed_ports, web_extra_daemons), database import/export (ddev import-db, ddev export-db, ddev craft db/backup), Xdebug toggling (ddev xdebug on/off), sharing local sites (ddev share, temporary public URLs), and troubleshooting (ddev poweroff, ddev logs, ddev describe, ddev delete, port conflicts, container restart issues). Triggers on: ddev start/stop/restart, ddev craft, ddev composer, ddev npm, ddev ssh, ddev import-db, ddev export-db, ddev xdebug, ddev share, ddev add-on, ddev poweroff, ddev describe, ddev logs, .ddev/config.yaml, web_extra_exposed_ports, web_extra_daemons, PHP version or Node version in local dev, database backup/restore locally, ran npm/composer on host instead of ddev, wrong node_modules architecture, local dev environment for Craft CMS. NOT for production deployment, CI/CD pipelines, GitHub Actions, or server configuration. NOT for Docker/container usage outside of DDEV.
Asset building, manifest format, hash verification, and boot-time resolution for Capsem VM images. Use when debugging boot failures, manifest issues, hash mismatches, or understanding how assets flow from build to boot.
Conversion Tracking Debugger — diagnose discrepancies across GTM, GA4, Google Ads & Meta Pixel with live API access, BigQuery validation queries, and troubleshooting flowcharts
Rust↔JS interop architecture in duroxide-node. Use when modifying the napi bridge, adding ScheduledTask types, fixing cross-thread issues, changing tracing delegation, or debugging block_in_place / ThreadsafeFunction behavior.
Bug Hunter workflow skill. Use this skill when the user needs Systematically finds and fixes bugs using proven debugging techniques. Traces from symptoms to root cause, implements fixes, and prevents regression and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Bug Hunter workflow skill. Use this skill when the user needs Systematically finds and fixes bugs using proven debugging techniques. Traces from symptoms to root cause, implements fixes, and prevents regression and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Debug Buttercup workflow skill. Use this skill when the user needs All pods run in namespace crs. Use when pods in the crs namespace are in CrashLoopBackOff, OOMKilled, or restarting, multiple services restart simultaneously (cascade failure), or redis is unresponsive or showing AOF warnings and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Debug Buttercup workflow skill. Use this skill when the user needs All pods run in namespace crs. Use when pods in the crs namespace are in CrashLoopBackOff, OOMKilled, or restarting, multiple services restart simultaneously (cascade failure), or redis is unresponsive or showing AOF warnings and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Debugging Strategies workflow skill. Use this skill when the user needs Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Debugging Strategies workflow skill. Use this skill when the user needs Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
debugging-toolkit-smart-debug workflow skill. Use this skill when the user needs working with debugging toolkit smart debug and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
debugging-toolkit-smart-debug workflow skill. Use this skill when the user needs working with debugging toolkit smart debug and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Overview workflow skill. Use this skill when the user needs Provides expertise for analyzing DWARF debug files and understanding the DWARF debug format/standard (v3-v5). Triggers when understanding DWARF information, interacting with DWARF files, answering DWARF-related questions, or working with code that parses DWARF data and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Overview workflow skill. Use this skill when the user needs Provides expertise for analyzing DWARF debug files and understanding the DWARF debug format/standard (v3-v5). Triggers when understanding DWARF information, interacting with DWARF files, answering DWARF-related questions, or working with code that parses DWARF data and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
error-detective workflow skill. Use this skill when the user needs Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
error-detective workflow skill. Use this skill when the user needs Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
error-diagnostics-smart-debug workflow skill. Use this skill when the user needs working with error diagnostics smart debug and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
error-diagnostics-smart-debug workflow skill. Use this skill when the user needs working with error diagnostics smart debug and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Error Handling Patterns workflow skill. Use this skill when the user needs Build resilient applications with robust error handling strategies that gracefully handle failures and provide excellent debugging experiences and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Error Handling Patterns workflow skill. Use this skill when the user needs Build resilient applications with robust error handling strategies that gracefully handle failures and provide excellent debugging experiences and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
GDB Debugging Assistant workflow skill. Use this skill when the user needs GDB debugging assistant for AI agents - analyze core dumps, debug live processes, investigate crashes and deadlocks with source code correlation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
GDB Debugging Assistant workflow skill. Use this skill when the user needs GDB debugging assistant for AI agents - analyze core dumps, debug live processes, investigate crashes and deadlocks with source code correlation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Go Concurrency Patterns workflow skill. Use this skill when the user needs Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Go Concurrency Patterns workflow skill. Use this skill when the user needs Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Intelligent Issue Resolution with Multi-Agent Orchestration workflow skill. Use this skill when the user needs [Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Intelligent Issue Resolution with Multi-Agent Orchestration workflow skill. Use this skill when the user needs [Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
iOS Debugger Agent workflow skill. Use this skill when the user needs Debug the current iOS project on a booted simulator with XcodeBuildMCP and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
iOS Debugger Agent workflow skill. Use this skill when the user needs Debug the current iOS project on a booted simulator with XcodeBuildMCP and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Expo Networking workflow skill. Use this skill when the user needs implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline support, and Expo Router data loaders (useLoaderData) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Obsidian CLI workflow skill. Use this skill when the user needs Use the Obsidian CLI to read, create, search, and manage vault content, or to develop and debug Obsidian plugins and themes from the command line and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
OS/Shell Scripting Troubleshooting Workflow Bundle workflow skill. Use this skill when the user needs Operating system and shell scripting troubleshooting workflow for Linux, macOS, and Windows. Covers bash scripting, system administration, debugging, and automation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Phase-Gated Debugging workflow skill. Use this skill when the user needs debugging any bug. Enforces a 5-phase protocol where code edits are blocked until root cause is confirmed. Prevents premature fix attempts and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Prompt Engineering Patterns workflow skill. Use this skill when the user needs Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Protocol Reverse Engineering workflow skill. Use this skill when the user needs Comprehensive techniques for capturing, analyzing, and documenting network protocols for security research, interoperability, and debugging and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Python Performance Optimization workflow skill. Use this skill when the user needs Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Rust Async Patterns workflow skill. Use this skill when the user needs Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Apache Spark Optimization workflow skill. Use this skill when the user needs Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.