Build and debug Java applications with Spring Boot 3.x. This skill guides application design, API implementation, database query tuning, authentication, and testing, including WebFlux applications that process requests without blocking.
- Build APIs with Spring Boot
- Improve slow JPA queries
- Configure OAuth2/JWT authentication
Jeffallan/claude-skills☆ 12KUpdated Oct 17, 2026
Build React components, forms, and custom hooks with TypeScript. Organize state and data fetching, debug rendering problems, migrate class components, and improve performance, with type checks and component tests to validate the implementation.
- Build React components and forms
- Design state management and data fetching
- Debug rendering issues and improve performance
Jeffallan/claude-skills☆ 12KUpdated Oct 17, 2026
Inspect recent merges for leftover debug code, TODO comments, lint warnings, and technical debt, meaning deferred maintenance work. Create a prioritized cleanup list that separates small fix candidates from issues requiring human judgment.
- Finding debug code left after merging
- Organizing TODO and FIXME follow-up work
- Prioritizing newly introduced lint warnings
cobusgreyling/loop-engineering☆ 11.6KUpdated Oct 21, 2026
Official · Hugging FaceFreeSummary Write and debug code for further training large language models with TRL. Match training methods to dataset formats, configure supervised or preference-based training, and set up reward functions through Python or the command line.
- Training a language model on example responses
- Training with preferred and rejected response pairs
- Debugging GRPO reward functions and batch settings
huggingface/skills☆ 11.2KUpdated Oct 9, 2026
Routes quality checks to the appropriate skill, covering code review and fixes, debugging, security checks, acceptance testing, AI response evaluation, and interface reviews. It also directs requests for validating phase outputs or reviewing plans across AI systems.
- Review code and fix reported issues
- Investigate feature failures and errors
- Check security and acceptance testing
open-gsd/gsd-core☆ 10.7KUpdated Oct 21, 2026
Investigate errors and unexpected behavior through reproduction, isolation, diagnosis, and a proposed fix. Receive a structured report covering the root cause, necessary code or configuration changes, and suggested tests to prevent the issue from returning.
- Investigate an error message or stack trace
- Diagnose behavior that differs between staging and production
- Trace a failure that appeared after deployment
TencentCloud/Octop☆ 10.6KUpdated Oct 21, 2026
Find and load the appropriate skill for an agent working inside OpenRig. This index maps situations such as recovery, handover, debugging, and planning to relevant guidance, with commands that retrieve content matching the installed CLI.
- Find relevant guidance when an agent first starts
- Locate skills for recovery or seat handover
- Find procedures for debugging or implementation planning
mvschwarz/openrig☆ 8KUpdated Oct 21, 2026
Coordinate temporary agents for code exploration, independent implementation tasks, verification, reviews, or complex debugging. Define self-contained assignments, run independent work in parallel, and check returned evidence before combining the results.
- Delegating codebase exploration to inform a decision
- Running independent implementation tasks in parallel
- Getting an independent check of a high-risk change
Gentleman-Programming/gentle-ai☆ 7.9KUpdated Oct 21, 2026
Debug PowerPoint generation with python-pptx, a Python library for presentations. Follow a sequence of installation checks, minimal tests, error logging, and fixes for tables and charts, then inspect the generated slides.
- Diagnosing errors in PowerPoint generation
- Fixing table and chart code
- Saving detailed error logs
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Investigate Python script failures by capturing regular output, error details, and exit codes. Log the working directory and resolved file paths to expose missing files, permission problems, missing modules, or differences in automated execution.
- Investigating Python failures with unclear error messages
- Checking paths when file reads or writes fail
- Debugging scripts that fail only in automation
HKUDS/OpenSpace☆ 7.8KUpdated Aug 13, 2026
Official · CodexFreeSummary Plan a browser game's architecture before coding. Choose an engine, separate game rules from rendering, and define input, assets, menus, saves, debugging, and performance checks within a shared design.
- Choose an engine for a 2D or 3D browser game
- Separate game state from rendering responsibilities
- Plan input mappings and asset organization
openai/plugins☆ 7.5KUpdated Oct 8, 2026
Official · CodexFreeSummary Test and debug rendered web apps by reproducing interaction bugs, checking layouts and console errors, making focused fixes, and validating again. Results include screenshots, observed state changes, and a QA report explaining coverage and remaining gaps.
- Reproducing and fixing broken UI interactions
- Checking desktop and mobile layouts
- Investigating blank pages and console errors
openai/plugins☆ 7.5KUpdated Oct 8, 2026
Official · CodexFreeSummary Set up a repeatable build, launch, and debugging workflow for macOS apps using Xcode or SwiftPM, Swift’s package manager. A project script handles relaunching, connects to the Codex Run button, and supports logs and process checks.
- Build and launch a macOS app with one script
- Connect a project to the Codex Run button
- Investigate build errors or startup failures
openai/plugins☆ 7.5KUpdated Oct 8, 2026
Build and debug Python agents with Swarms, a framework for coordinating multiple AI agents. Covers tool connections, saved memory, autonomous execution, and workflow choices such as sequential steps, parallel work, specialist delegation, and combined answers.
- Building an agent that calls Python tools
- Coordinating sequential or parallel agent workflows
- Saving agent memory across restarts
kyegomez/swarms☆ 7.3KUpdated Oct 21, 2026
Inspect and control live Chrome pages to investigate display problems, console errors, failed requests, and slow loading. Capture screenshots, automate page interactions, and record performance traces to identify where delays or layout shifts occur.
- Investigating page errors and failed network requests
- Finding causes of slow loading and layout shifts
- Capturing screenshots of pages or individual elements
tech-leads-club/agent-skills☆ 7.1KUpdated Oct 21, 2026
Design specialized assistants that work with their own separate context. Define responsibilities, delegation conditions, working steps, and report formats for reusable subagents handling verification, debugging, security audits, or code reviews.
- Creating an independent agent to verify completed work
- Defining a debugging specialist
- Creating a security audit agent
tech-leads-club/agent-skills☆ 7.1KUpdated Oct 21, 2026
Add or debug web animations with GSAP, from entrance effects to scroll-driven sequences. Coordinate timing across multiple elements, adjust motion, and address rendering performance and cleanup when using animations in React.
- Animate a hero section with staggered entrances
- Build scroll-driven animated sections
- Coordinate navigation, headings, and buttons
MengTo/Skills☆ 6.9KUpdated Oct 18, 2026
Official · GoogleFreeSummary Guide AI agent development from requirements and project setup through implementation, behavior evaluation, deployment, and monitoring. Provides coding rules, debugging steps, and links to specialized skills so each phase follows a defined process.
- Planning an agent's requirements and architecture
- Running and debugging an agent locally
- Evaluating responses and tool use before deployment
google/agents-cli☆ 6.1KUpdated Oct 20, 2026
Guide Nexent backend design, implementation, debugging, and review across database schemas, FastAPI endpoints, services, and configuration. Check existing interfaces, consult references for each affected layer, and verify successful and failed behavior while preserving public contracts.
- Design relational tables, keys, and indexes
- Implement or review FastAPI endpoint changes
- Debug backend services and database access
ModelEngine-Group/nexent☆ 6KUpdated Oct 21, 2026
Route GitHub Agentic Workflows requests to the appropriate task guide. It selects prompts for design, creation, updates, debugging, or upgrades, with additional guidance for specialized tasks and repository-specific instructions when available.
- Starting workflow design through an interview
- Selecting guidance for creating or updating workflows
- Finding debugging or upgrade procedures
dotnet/skills☆ 5.7KUpdated Oct 21, 2026
Capture MSBuild execution records as binary logs during .NET builds, tests, packaging, publishing, or restores. It explains unique filenames, PowerShell quoting, and file checks so logs remain available for later failure or performance analysis.
- Saving logs before investigating a build failure
- Keeping separate logs for Debug and Release builds
- Choosing log filenames for CI artifact uploads
dotnet/skills☆ 5.7KUpdated Oct 21, 2026
Investigate .NET app crashes on Apple platforms by converting runtime addresses in .ips logs into function names, source files, and line numbers. It locates matching debug symbols and supports retrieving logs from connected iOS devices.
- Investigating .NET MAUI or Mono crashes on Apple platforms
- Resolving runtime addresses to source files and line numbers
- Retrieving crash logs from a connected iPhone
dotnet/skills☆ 5.7KUpdated Oct 21, 2026
Official · GitHub CopilotFreeSummary Design error recovery for gh-aw workflows, including failed installations and API calls. Define retry limits, increasing wait times, error categories, and debug logs to handle temporary failures and prevent endless retries.
- Add bounded retries to network operations
- Plan recovery from installation failures
- Handle GitHub API rate limits
github/gh-aw☆ 5.4KUpdated Oct 21, 2026
Inspect Kiln’s interface in a real browser, capture screenshots, and run or debug end-to-end tests that check complete user flows. A sandbox with sample project data provides populated screens for checking UI changes.
- Checking the appearance and behavior of a changed screen
- Capturing screenshots of Kiln
- Running or debugging the existing end-to-end test suite
Kiln-AI/Kiln☆ 5.2KUpdated Oct 21, 2026