Prompts
Prompt engineering and templates
developing-with-ai-sdk
by OpenAgentsInc
Builds AI agents, generates text and chat responses, produces images, synthesizes audio, transcribes speech, generates vector embeddings, reranks documents, and manages files and vector stores using the Laravel AI SDK (laravel/ai). Supports structured output, streaming, tools, conversation memory, middleware, queueing, broadcasting, and provider failover. Use when building, editing, updating, debugging, or testing any AI functionality, including agents, LLMs, chatbots, text generation, image generation, audio, transcription, embeddings, RAG, similarity search, vector stores, prompting, structured output, or any AI provider (OpenAI, Anthropic, Gemini, Cohere, Groq, xAI, ElevenLabs, Jina, OpenRouter).
letta-configuration
by letta-ai
Configure LLM models and providers for Letta agents and servers. Use when setting model handles, adjusting temperature/tokens, configuring provider-specific settings, setting up BYOK providers, or configuring self-hosted deployments with environment variables.
langchain4j-testing-strategies
by giuseppe-trisciuoglio
Provides testing strategies for LangChain4j-powered applications. Handles mocking LLM responses, testing retrieval chains, and validating AI workflows. Use when testing AI-powered features reliably.
spring-ai-mcp-server-patterns
by giuseppe-trisciuoglio
Provides Model Context Protocol (MCP) server implementation patterns with Spring AI. Use when building MCP servers to extend AI capabilities with custom tools, resources, and prompt templates using Spring's official AI framework.
expert-instruction
by oakoss
System prompt design and instruction crafting for AI agents. Covers persona definition, constraint specification, output formatting, tool use instructions, multi-turn behavior, and guardrail design. Use when writing system prompts for AI products, designing agent personas, specifying behavioral constraints, crafting tool-use instructions, or building multi-step agent workflows.
chrome-devtools
by oakoss
'Browser automation via Chrome extension and DevTools MCP. Use when controlling a logged-in Chrome browser, automating workflows, filling forms, extracting data, debugging web apps, reading console logs, or running scheduled browser tasks. Use for browser testing, form automation, data extraction, web scraping, authenticated browsing.'
Scrutinize, don't coast
by melodic-software
"Re-anchor adversarial self-scrutiny: stop coasting on recent output, re-examine whether it is sound (not merely confident) in a fresh-context pass blind to its reasoning, and remediate with the user. Use when: 'scrutinize don't coast', 'wait, stop', 'are you sure about this', 'second-guess this', 'poke holes in what you just did', \"you're steamrolling\", 'push back on yourself', with an optional focus, or at conversation start to set the posture."
telnetshell
by BrownFineSecurity
Use telnet to interact with IoT device shells for pentesting operations including device enumeration, vulnerability discovery, credential testing, and post-exploitation. Use when the user needs to interact with network-accessible shells, IoT devices, or telnet services.
claude-code-plugins
by melodic-software
"Draft a paste-ready autoMode classifier block by interviewing the user about what should and should not be auto-approved, each entry in the shape the classifier reads well and every section keeping $defaults. Use when: 'help me write auto mode rules', 'draft an autoMode block', 'set up auto mode', 'add an auto-mode rule for X', 'my auto mode rules are too vague', 'rewrite this classifier entry', or an audit shows rules dropped or ignored. Prints only, never writes a settings file."
agent-sdk-development
by melodic-software
Central authority for Claude Agent SDK (TypeScript and Python SDKs). Covers SDK installation, authentication (Anthropic key, Bedrock, Vertex), sessions and resumption, forking sessions, streaming vs single mode, custom tools, permissions (allowedTools, disallowedTools, permissionMode), MCP integration, system prompts (CLAUDE.md, appendSystemPrompt, outputStyle), cost tracking, todo tracking, structured outputs, hosting patterns, plugins, and SDK branding guidelines. Assists with building custom agents, configuring SDK options, and troubleshooting SDK issues. Delegates 100% to docs-management skill for official documentation.
export-system-prompt
by melodic-software
Export Claude Code's current system prompt to console or file
claude-code-plugins
by melodic-software
"Validate the bug-report output configuration and explain how to change it through Claude Code's plugin configuration prompt. Use when: 'set up bug-report', 'configure bug-report', 'bug-report setup', 'where do bug reports land', or you want --file reports committed alongside code. Actions: check (read-only verification, default and only action — this plugin's entire configuration is native userConfig, so there is nothing an apply could write)."
claude-code-plugins
by melodic-software
"Verify the computer-use plugin's prerequisites and report the environment settings that end a screen-control session mid-run. Use when: 'set up computer use', 'is computer use working', 'why did my computer use session die', 'check computer use', 'computer use preflight', or before a long unattended screen-control run. Action: check (read-only, default). It probes the surface, the tool availability, and the idle/screensaver/sleep timeouts that no amount of Claude activity can hold off, then reports PASS/FAIL/INFO with one remediation line each. Check-only by contract: every prerequisite is external or a system setting this plugin must not write."
check-context
by melodic-software
Analyze current context window usage and provide optimization recommendations
prompt-engineering
by giuseppe-trisciuoglio
This skill should be used when creating, optimizing, or implementing advanced prompt patterns including few-shot learning, chain-of-thought reasoning, prompt optimization workflows, template systems, and system prompt design. It provides comprehensive frameworks for building production-ready prompts with measurable performance improvements.
claude-md-management
by giuseppe-trisciuoglio
Provides comprehensive CLAUDE.md file management capabilities including auditing, quality assessment, and targeted improvements. Use when user asks to check, audit, update, improve, fix, maintain, or validate CLAUDE.md files. Also triggers for "project memory optimization", "CLAUDE.md quality check", "documentation review", or when CLAUDE.md needs to be created from scratch. This skill scans all CLAUDE.md files, evaluates quality against standardized criteria, outputs detailed quality reports with scores and recommendations, then makes targeted updates with user approval.
create-github-issue
by antinomyhq
Create GitHub issues using GitHub CLI with support for templates, labels, assignees, milestones, and draft issues. Use when the user asks to create a GitHub issue, file a bug report, submit a feature request, or open an issue in a GitHub repository.
langchain4j-ai-services-patterns
by giuseppe-trisciuoglio
Provides patterns to build declarative AI Services with LangChain4j using interface-based patterns, annotations, memory management, tools integration, and advanced application patterns. Use when implementing type-safe AI-powered features with minimal boilerplate code in Java applications.
aws-sdk-java-v2-bedrock
by giuseppe-trisciuoglio
Provides Amazon Bedrock patterns using AWS SDK for Java 2.x. Use when working with foundation models (listing, invoking), text generation, image generation, embeddings, streaming responses, or integrating generative AI with Spring Boot applications.
audit-agent-consolidation
by melodic-software
Analyze agents for consolidation opportunities. Groups agents by configuration, tracks references, and manages refactoring.
check-api-status
by melodic-software
Check Anthropic API status and recent incidents from status.anthropic.com
hook-schema-audit
by melodic-software
Audit hook event schema for drift. Compares implementation against official docs.
audit-docs-delegation
by melodic-software
Audit skills and memory files for docs-management delegation compliance. Detects hardcoded Claude Code data and verifies proper delegation patterns.
list
by melodic-software
List Claude Code components. Actions: env-vars, sessions, settings, skills, tools.