Develop, extend, and contribute to Lobster AI — the multi-agent bioinformatics engine. Use when working on Lobster codebase, creating agents/services, understanding architecture, fixing bugs, adding f
Search codebase contents, filenames, or directory structures using ripgrep, fd, and tree with filters for file types, context, depth, and result limits.
Navigate and understand codebases using agentlens hierarchical documentation. Use when exploring new projects, finding modules, locating symbols in large files, finding TODOs/warnings, or understandin
Conduct comprehensive security audits and vulnerability analysis on codebases. Use when explicitly asked for security analysis, code security review, vulnerability assessment, SAST scanning, or identi
Run AI-powered application security scans on codebases. Use when asked to scan code for security vulnerabilities, generate threat models, review code for sec...
Systematically identifies, scores, and prioritizes technical debt across codebases with impact analysis and detailed remediation roadmaps for engineering teams.
Explore codebase and create spec + phased implementation plan with file-level task breakdown. Use when user says "plan this feature", "create implementation...
--- name: noir-developer description: Develop Noir (.nr) codebases. Use when creating a project or writing code with Noir. --- # Noir Developer ## Workflow 1. Compile (`nargo compile`) Noir program
Audit codebases, infrastructure, AND agentic AI systems for security issues. Covers traditional security (dependencies, secrets, OWASP web top 10, SSL/TLS, f...
Identifies vestigial code — not just unused imports, but dead feature branches still compiled, zombie configurations nobody reads, orphaned tests that valida...
Guide creation of AI-friendly project structures with progressive disclosure indexing, modular architecture, and intent-oriented code. Use when starting a ne...
Get Shit Done - Full project planning and execution workflow. Handles project initialization with deep context gathering, automated research, roadmap creation, phase planning, and execution with verif
Autonomous programming mode for openclaw.ai. Use this skill whenever a user requests any code change, feature addition, refactor, bug fix, or project task —...
Ensures alignment between user and Claude during feature/spec planning through a structured interview process. Use this skill when the user invokes /plan-int...
Run one Better Ralph iteration: pick next incomplete PRD story by priority, implement it, run checks, commit, mark passed, and append progress, using only st...
Multi-agent orchestration plugin for OpenCode. Use when the user wants to install, configure, or operate oh-my-opencode — including agent delegation, ultrawork mode, Prometheus planning, background
Transform raw brain dumps (dictated freestyle) into structured implementation artifacts. Use when user has messy ideas, scattered thoughts, or dictated strea...
Analyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (FCP, LCP, TBT, CLS, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching
Generate a deep, code-first project wiki and VitePress documentation site (DeepWiki-style) for a repository. Use when asked to create a complete wiki/manual...
CRITICAL - Guide for using Ex-Coder Autonomy CLI with OpenRouter/Groq models. Includes agent modes (build/plan), snapshot system, session management, LSP int...
Provides a comprehensive methodology to optimize productivity and tool use across multiple AI coding assistants through assessment, selection, context engine...
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative
Autonomous spec-driven development with OpenSpec CLI and Claude Code. You orchestrate (draft artifacts, make judgment calls, ship PRs) while Claude Code revi...
PIV workflow orchestrator - Plan, Implement, Validate loop for systematic multi-phase software development. Use when building features phase-by-phase with PRPs, automated validation loops, or multi-ag