Code Review
Automated code review and analysis
debugging
by LangConfig
"Expert guidance for debugging code, analyzing errors, and systematic problem-solving. Use when troubleshooting bugs, understanding error messages, or investigating unexpected behavior."
SPEC 검증
by jh941213
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jdb-debugger
by brunoborges
Debug Java applications in real time using JDB (Java Debugger CLI). Attach to running JVMs or launch new ones under JDB, set breakpoints, step through code, inspect variables, analyze threads, and diagnose exceptions. Use when debugging Java programs, investigating runtime behavior, or diagnosing production issues on JVMs with JDWP enabled.
commit-push-pr
by jh941213
변경사항 커밋, 푸시, PR 생성을 한 번에 수행. "커밋", "PR", "푸시" 키워드에 활성화.
review
by jh941213
현재 브랜치의 변경사항 코드 리뷰. "리뷰", "review", "검토" 키워드에 활성화.
crypto
by jekalmin
Get real-time cryptocurrency prices. Use when users ask about Bitcoin, Ethereum, or other crypto prices and market data.
deft
by visionik
Apply deft framework standards for AI-assisted development. Use when starting projects, writing code, running tests, making commits, or when the user references deft, project standards, or coding guidelines.
security-scan
by cosmix
Quick routine security checks for secrets, dependencies, container images, and common vulnerabilities. Run frequently during development. Triggers: security scan, SAST, DAST, vulnerability scan, dependency scan, container scan, secret scan, credential scan, quick scan, secrets check, vulnerability check, security check, pre-commit security, routine security, Snyk, Trivy, Semgrep, CodeQL, Bandit, safety, npm audit, cargo audit, gitleaks, trufflehog, govulncheck, pip-audit.
specs-dev
by vaayne
Plan-first development workflow with review gates. Use when implementing features, refactoring, or any task requiring structured planning, iterative implementation with reviews, and clean commits. Triggers on requests like "implement feature X", "plan and build", "spec-driven development", or when user wants disciplined, reviewed code changes.
dead-code-check
by cosmix
Generates dead code detection configurations for loom plan verification. Provides language-specific commands, fail patterns, and ignore patterns for Rust, TypeScript, Python, Go, and JavaScript. Use when adding code quality checks to acceptance criteria or truths fields in loom plans. Dead code detection catches incomplete wiring by identifying code that exists but is never called.
dependency-scan
by cosmix
Scans project dependencies for known vulnerabilities, outdated packages, and license compliance issues. Supports vulnerability scanning (CVE detection), SBOM generation, license compliance checking, and supply chain security analysis across multiple ecosystems (npm, pip, cargo, go, maven, etc.). Trigger keywords: dependency scan, vulnerability, CVE, Snyk, Dependabot, Renovate, npm audit, cargo audit, pip-audit, safety, outdated packages, SBOM, software bill of materials, license compliance, supply chain, security advisory, transitive dependency, lock file.
code-review
by cosmix
Performs comprehensive code reviews focusing on correctness, maintainability, performance, security, and best practices. Trigger keywords: review, code review, PR review, pull request, check code, audit code, feedback, approve, request changes, comment, suggestion, LGTM, nit, blocker, code quality, best practice, architecture review, design review, security review, infra review.
deno-guidance
by denoland
Use when starting any Deno project, choosing packages, configuring deno.json, or running CLI commands. Provides foundational knowledge for building modern Deno applications.
Windscribe Android App — AI Agent Skill
by Windscribe
Maintained By: Engineering Team
paper-revision
by lingzhi227
Revise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run additional experiments if needed, and verify improvements. Use after receiving peer review with revision requests.
paper-assembly
by lingzhi227
Orchestrate the full paper pipeline end-to-end. Manage state propagation between phases (literature → plan → code → experiments → figures → tables → writing → review), support checkpointing and resumption. Use for assembling a complete paper from components.
product-management
by julianromli
Assist with core product management activities including writing PRDs, analyzing features, synthesizing user research, planning roadmaps, and communicating product decisions. Use when you need help with PM documentation, analysis, or planning workflows that integrate with your codebase.
self-review
by lingzhi227
Automatically review an academic paper using the NeurIPS review form with three reviewer personas, ensemble scoring, and reflection refinement. Extracts text from PDF, runs structured review, and outputs actionable feedback. Use when the user wants to review a paper before submission or get feedback on a draft.
data-analysis
by lingzhi227
Generate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values, effect sizes, and confidence intervals. Use when analyzing experimental data for a paper.
related-work-writing
by lingzhi227
Write Related Work sections that compare and contrast prior work with your approach. Organize by theme, cite broadly, and explain how your work differs. Use when writing or improving the Related Work section of a paper.
frontend-ui-animator
by julianromli
Analyze and implement purposeful UI animations for Next.js + Tailwind + React projects. Use when user asks to add animations, enhance UI motion, animate pages/components, or improve visual feedback. Triggers on "add animations", "animate UI", "motion design", "hover effects", "scroll animations", "page transitions", "micro-interactions".
code-debugging
by lingzhi227
Debug experiment code with structured error analysis. Categorize errors, apply targeted fixes with retry logic, and use reflection to prevent recurring issues. Use when experiment code fails or produces incorrect results.
git-workflow
by netresearch
"Use when establishing branching strategies, implementing Conventional Commits, creating or reviewing PRs, managing PR review threads, merging PRs with signed commits, handling merge conflicts, or integrating Git with CI/CD."
github-pr
by Gentleman-Programming
Create high-quality Pull Requests with conventional commits and proper descriptions. Trigger: When creating PRs, writing PR descriptions, or using gh CLI for pull requests.