
Publisher on askill
Review code and design for security vulnerabilities and insecure patterns. Use when the user asks for a security review, security audit, find vulnerabilities, or when assessing auth, crypto, input han...
Complete development workflow from planning to GitHub PR using PARA methodology and RLM for large codebases. Use when implementing a feature, fixing a bug, refactoring, or taking work from plan to Git...
Structured workflow for AI-assisted development (Plan → Review → Execute → Summarize → Archive). Use when the user invokes /plan, /execute, /summarize, /archive, /check, /help, /init, /status, or when...
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate externa...
Design and implement tests (unit, integration, e2e, accessibility, i18n), improve coverage, and run test suites. Use when the user asks to add tests, write tests, improve coverage, run tests, test acc...
Write commit messages, changelogs, release notes, and manage versioning following Conventional Commits v1.0.0 with required scope. Use when the user asks for a commit message, changelog, release notes...
Debug failures systematically: reproduce, hypothesize, bisect, and fix. Use when the user reports a bug, asks why something fails, or wants to find the root cause.
Upgrade and manage dependencies: resolve conflicts, update lockfiles, and check compatibility. Use when the user asks to upgrade deps, update packages, fix dependency conflict, or update lockfile.
Configure MCP (Model Context Protocol) servers for Claude or Cursor. Use when the user runs /setup, wants to add Atlassian, Datadog, or Playwright MCP, or set up API keys for MCP connections.
Process large codebases (100+ files) using the Recursive Language Model pattern. Treats code as an external environment, using parallel background agents to map-reduce complex tasks without context ro...
Implement code using TDD (Test-Driven Development). Write tests first, then code. Use for features, bug fixes, and refactoring with Red-Green-Refactor cycle.
Refactor code safely: extract, rename, simplify, and reorganize without changing behavior. Use when the user asks to refactor, extract function, rename, simplify, or clean up this code.
Analyze and improve performance: profile, find bottlenecks, optimize, and instrument code with observability for diagnosing performance issues (profiling, bottleneck tracing). Use when the user asks a...