Discover testing security llm ai skills, compare source repositories and read the instructions for each workflow.
Use when the user asks to create or improve a README file, project documentation, getting started guide, or installation instructions. Triggers on keywords like "README", "getting started", "installation guide"...
Use when the user asks to create or improve a README file, project documentation, getting started guide, or installation instructions. Triggers on keywords like "README", "getting started", "installation guide"...
Use when the user asks to investigate, explore, understand, explain, or analyze how an existing feature or logic works. Triggers on keywords like "how does", "explain", "what is the logic", "investigate", "unde...
Synchronize and update Claude Code and GitHub Copilot development tool configurations to work similarly. Use when asked to update Claude Code setup, update Copilot setup, sync AI dev tools, add new skills/promp...
Use when optimizing database queries, indexes, N+1 problems, slow queries, or analyzing query performance. Triggers on keywords like "slow query", "N+1", "index", "query optimization", "database performance", "...
Manage learned patterns - list, view, archive, boost or penalize confidence. Use when you want to see what patterns Claude has learned, review pattern effectiveness, or manage the pattern library.
Use when managing context window usage, compressing long sessions, or optimizing token usage. Triggers on keywords like "context", "memory", "tokens", "compress", "summarize session", "context limit", "optimize...
Use when saving or retrieving important patterns, decisions, and learnings across sessions. Triggers on keywords like "remember", "save pattern", "recall", "memory", "persist", "knowledge base", "learnings".
Use when designing or implementing cross-service communication, data synchronization, or service boundary patterns.
Teach Claude a new pattern, preference, or convention explicitly. Use when you want to save a correction, preference, or coding pattern for future sessions. Triggers on keywords like "remember this", "always do...
Create new Agent Skills following the official specification and best practices. Use when the user wants to create a skill, write a SKILL.md file, or package instructions/workflows for reuse across conversation...
Build question/answer style agents using InteractiveNode, explicit routing, and workflow slices.
Build a production-minded AI agent using agent-contracts (contracts, slices, validation, graph, runtime, CLI tooling).
Build an API-oriented agent using AgentRuntime/StreamingRuntime with predictable request/response slices and session support.
Tune routing with TriggerCondition priorities, LLM hints, context_builder, and traceable decisions.
Implement tool-using or retrieval-style nodes with services, dependency injection, and safe LLM context building.
Project-specific prompt optimization knowledge management. Use when storing or retrieving learned patterns from comparisons. Provides schema, extraction criteria, capacity management, and retention scoring.
Model-agnostic prompt analysis and optimization patterns based on 2025-2026 research. Use when analyzing prompts for issues or generating optimized versions. Provides 8 patterns (BP-001 through BP-008) and 3-st...
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or to...
Break LLM name defaults with external entropy. Use when character names cluster around statistical medians (Chen, Patel, Maya, Marcus), when cast has collision risks, or when fantasy cultures need phonologicall...
Generate phonologically consistent constructed languages for fiction. Use when you need naming languages, alien speech, or fantasy tongues without deep linguistics knowledge.
Transform predictable story elements into fresh, original versions. Use when something feels generic, when feedback says "I've seen this before," when elements orbit the protagonist too conveniently, or when yo...
Evaluate creative work against explicit taste preferences. Use when drafting to align with project aesthetics, when reviewing to surface preference conflicts, or when generating voting options to reflect divers...
Act as an active outline partner who develops structure collaboratively. Use when developing, iterating, or improving story outlines. Generates scene beats, character arcs, plot structures, and exploratory pros...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.