Debugging
Find and fix bugs, error analysis
flowglad-feature-gating
by flowglad
Implement feature access checks using Flowglad to gate premium features, create paywalls, and restrict functionality based on subscription status. Use this skill when adding paid-only features or checking user entitlements.
akka-net-best-practices
by Aaronontheweb
Critical Akka.NET best practices including EventStream vs DistributedPubSub, supervision strategies, error handling, Props vs DependencyResolver, work distribution patterns, and cluster/local mode abstractions for testability.
operational-risk
by JoelLewis
"Operational risk management: trade breaks, settlement fails, error handling, loss event taxonomy, key risk indicators, incident management, and business continuity for trading operations."
Root Cause Tracing
by bobmatnyc
Systematically trace bugs backward through call stack to find original trigger
flow-status
by benkruger
"Show current SDLC phase, PR link, timing, and what comes next. Reads .flow-states/<branch>.json. Use any time you want to know where you are in the workflow."
debugging-dags
by astronomer
Comprehensive DAG failure diagnosis and root cause analysis. Use for complex debugging requests requiring deep investigation like "diagnose and fix the pipeline", "full root cause analysis", "why is this failing and how to prevent it". For simple debugging ("why did dag fail", "show logs"), the airflow entrypoint skill handles it directly. This skill provides structured investigation and prevention recommendations.
authoring-dags
by astronomer
Workflow and best practices for writing Apache Airflow DAGs. Use when the user wants to create a new DAG, write pipeline code, or asks about DAG patterns and conventions. For testing and debugging DAGs, see the testing-dags skill.
code-review
by adobe
Review code for AEM Edge Delivery Services projects. Use at the end of development (before PR) for self-review, or to review pull requests. Validates code quality, performance, accessibility, and adherence to EDS best practices.
git-workflow-manager
by serejaris
Use when committing, releasing, or managing changelogs - enforces conventional commits, semantic versioning, and consistent release notes format
code-review
by RTGS2017
代码审查和质量分析技能。用于审查代码、发现潜在问题、提供改进建议。当用户请求代码审查、代码质量分析或最佳实践建议时使用。
Complete Rust Development
by Dicklesworthstone
A comprehensive skill for Rust development that combines error handling, testing, and logging patterns. Demonstrates the 'includes' composition feature by merging content from multiple standalone skills.
debugging
by mrgoonie
Systematic debugging frameworks for finding and fixing bugs - includes root cause analysis, defense-in-depth validation, and verification protocols
github-actions-validator
by akin-ozer
Comprehensive toolkit for validating, linting, and testing GitHub Actions workflow files, custom local actions, and public actions. Use this skill when working with GitHub Actions YAML files (.github/workflows/*.yml), validating workflow syntax, testing workflow execution with act, or debugging workflow issues.
logql-generator
by akin-ozer
Comprehensive toolkit for generating best practice LogQL (Loki Query Language) queries following current standards and conventions. Use this skill when creating new LogQL queries, implementing log analysis dashboards, alerting rules, or troubleshooting with Loki.
makefile-generator
by akin-ozer
Comprehensive toolkit for generating best practice Makefiles following current standards and conventions. Use this skill when creating new Makefiles, implementing build automation, or building production-ready build systems.
fluentbit-validator
by akin-ozer
Comprehensive toolkit for validating, linting, and testing Fluent Bit configurations. Use this skill when working with Fluent Bit config files, validating syntax, checking for best practices, identifying security issues, or performing dry-run testing.
testing-dags
by astronomer
Complex DAG testing workflows with debugging and fixing cycles. Use for multi-step testing requests like "test this dag and fix it if it fails", "test and debug", "run the pipeline and troubleshoot issues". For simple test requests ("test dag", "run dag"), the airflow entrypoint skill handles it directly. This skill is for iterative test-debug-fix cycles.
building-a-promotion-case
by RefoundAI
Help users get promoted at work. Use when someone is preparing for a promotion conversation, building their case for advancement, trying to understand what's blocking their promotion, or figuring out how to get to the next level in their career.
akka-streams
by alexandru
Scala reactive streaming with Akka Streams and Pekko Streams. Use for dataflow and reactive programming patterns, testing stream components, and understanding when NOT to use streams (prefer plain functions for transformations and I/O).
jspecify-nullness
by alexandru
JSpecify nullness annotations for Java APIs and tooling. Use when adopting or migrating JSpecify annotations, designing null-safe Java signatures and generics, or interpreting tool conformance and Kotlin interop.
modern-javascript-patterns
by HermeticOrmus
Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient JavaScript code. Use when refactoring legacy code, implementing modern patterns, or optimizing JavaScript applications.
flutter-skill
by ai-dashboad
Control and automate Flutter applications - inspect UI, perform gestures, validate state, take screenshots, and debug. Connects AI agents to running Flutter apps via Dart VM Service Protocol.
trace
by ReinaMacCredy
Show agent execution timeline and performance summary
zig-0.16
by zigcc
Notes for porting code to Zig 0.16-dev (std.Io era). Use this when fixing 0.15-era code that fails on 0.16 master/dev.