viktorbezdek

Ramp-up workflow for understanding a new codebase fast — onboard to codebase, understand a repo, grok a project, ramp up on code. Generates a codemap so the structure is visible before you read any implementation (documentation-generator), then builds a system model of dependencies, feedback loops, and critical paths so you know which parts matter (systems-thinking), then traces key flows end-to-e

Design production-grade REST, GraphQL, gRPC, and Python library APIs with correct schemas, error contracts, auth, and versioning. Use when the user asks to design an API, define endpoints, create an OpenAPI/Swagger spec, design a GraphQL schema, build a gRPC service, model request/response with Pydantic, add pagination, or review API contracts. NOT for building MCP server tools (use mcp-server). N

This skill should be used when the user asks to "design agent tools", "create tool descriptions", "reduce tool complexity", "implement MCP tools", or mentions tool consolidation, architectural reduction, tool naming conventions, or agent-tool interfaces. NOT for building MCP servers or MCP protocol implementation (use mcp-server), NOT for multi-agent coordination or agent handoffs (use multi-agent

Measures whether a Claude Code plugin actually works by running triggering evals (does the model pick the skill?) and output evals (does it produce correct results?). Use when you need to evaluate a plugin, run skill activation testing, set up an eval harness, measure plugin quality, write trigger rate tests, check output quality, compare plugin iterations, or iterate on a SKILL description based

Design a product value proposition using the Value Proposition Canvas (jobs, pains, gains, pain relievers, gain creators) and the Kano model. Use when the user asks to write a value proposition, map pains and gains to product features, apply VPC, distinguish basic/performance/delighter features (Kano), or articulate why a product matters to a specific customer. NOT for marketing copy or microcopy

React-specific development patterns including hooks (useState, useEffect, useReducer, useContext), component architecture, state management, shadcn/ui integration, JSX/TSX, React testing, and Bulletproof React auditing. NOT for Next.js routing, SSR, or server components (use nextjs-development). NOT for CSS design systems, Tailwind utilities, or accessibility patterns (use frontend-design).

Edit written text for clarity and conciseness — active voice, hedge and weasel-word removal, jargon strip, sentence compression, nominalization fixes, and readability. Use when the user asks to tighten, shorten, edit, or clarify a paragraph or doc, remove hedges and weasel words, convert to active voice, cut jargon, kill passive voice, fix nominalizations, or improve readability. NOT for structuri

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms.

Write effective microcopy, error messages, button labels, and interface text using UX writing principles. Use when crafting microcopy, UX copy, interface text, error messages, button labels, empty states, or conversational UI text. NOT for generating documentation (use documentation-generator). NOT for writing marketing copy or brand voice guidelines (use storytelling for narrative, not UI microco

Rewrite AI-generated content to evade AI content detectors by increasing perplexity, burstiness, and lexical entropy. Use when asked to make content pass GPTZero, Originality.ai, Turnitin AI detection, Copyleaks, or any AI content detector; when asked to make writing "undetectable"; or when existing deslop passes fail detection checks. Trigger phrases: "pass AI detector", "evade AI detection", "ma

Diagnostic-loop workflow for improving an underperforming AI agent. Starts with baseline measurement using rubrics and LLM-as-judge scoring (agent-evaluation), then diagnoses architectural problems like task-model mismatch and pipeline bottlenecks (agent-project-development), redesigns the agent topology — supervisor, swarm, or specialized agents (multi-agent-patterns), adds the right memory frame

Template for creating Claude Code skills. Replace this description with a clear explanation of what this skill does and when it should be used.