Agents
AI agents and automation
dual-loop
by richfrem
"(Industry standard: Sequential Agent / Agent as a Tool) Primary Use Case: Delegating a well-defined task to a worker agent, verifying its execution, and repeating if necessary. Inner/outer agent delegation pattern. Use when: work needs to be delegated from a strategic controller (Outer Loop) to a tactical executor (Inner Loop) via strategy packets, with verification and correction loops."
prompt-optimization
by 89jobrien
Expert prompt optimization for LLMs and AI systems. Use when building
ATLAST ECP — Agent Skill
by willau95
MIT License — https://github.com/willau95/atlast-ecp
agent-browser
by kvnwolf
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
audit-plugin-l5
by richfrem
Triggers the L5 Red Team Sub-Agent to rigorously audit a plugin against the 39-point L4 pattern matrix.
spec-orchestrator
by ky1ejs
Multi-agent specification review and iteration. Writes specs via spec-writer, reviews with AI personas, and iterates until approved.
create-skill
by richfrem
Interactive initialization script that acts as a Skill Designer and Architect. Generates a compliant Agent Skill containing strict YAML frontmatter, optimal interaction designs, and L4 patterns based on diagnostic questioning.
learning-loop
by richfrem
"(Industry standard: Loop Agent / Single Agent) Primary Use Case: Self-contained research, content generation, and exploration where no inner delegation is required. Self-directed research and knowledge capture loop. Use when: starting a session (Orientation), performing research (Synthesis), or closing a session (Seal, Persist, Retrospective). Ensures knowledge survives across isolated agent sessions."
image-remove-background
by agntswrm
Removes the background from an image, leaving the foreground subject with transparency. Use when you need to isolate subjects, create cutouts, or prepare images for compositing.
git-workflow
by 89jobrien
Git workflow and pull request specialist. Use when creating PRs, managing
platonic-workflow
by caesar0301
Orchestrate the full Platonic Coding workflow from conceptual design to RFC specs, implementation guides, code implementation, and spec-compliance review. Always shows current phase; uses interactive chat in Phase 0, invokes platonic-specs in Phase 1, platonic-impl-guide in Phase 2, coding agents in Phase 3, and platonic-code-review in Phase 4.
langchain-agents
by eyadsibai
Use when "LangChain", "LLM chains", "ReAct agents", "tool calling", or asking about "RAG pipelines", "conversation memory", "document QA", "agent tools", "LangSmith"
plugin-development
by eyadsibai
Use when creating Claude Code plugins, writing skills, building commands, developing agents, or asking about "plugin development", "create skill", "write command", "build agent", "SKILL.md", "plugin structure", "progressive disclosure"
Agent Workflow Builder
by jmsktm
Build multi-agent AI workflows with orchestration, tool use, and state management
multi-agent-patterns
by eyadsibai
Use when designing multi-agent systems, implementing supervisor patterns, coordinating multiple agents, or asking about "multi-agent", "supervisor pattern", "swarm", "agent handoffs", "orchestration", "parallel agents"
dispatching-parallel-agents
by eyadsibai
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
agent-review
by igbuend
Review AI agent implementations for best practices in architecture, folder structure, design patterns, error handling, and observability. Use when auditing agent codebases or designing new agent systems.
pragma-post-writer
by moazbuilds
"post writer with route selection for social media, blogs, and forums. Ask quick (Flash 💥) or expert (Ink 🖋️), then load only that workflow."
rag-frameworks
by eyadsibai
Use when "RAG", "retrieval augmented generation", "LangChain", "LlamaIndex", "sentence transformers", "embeddings", "document QA", "chatbot with documents", "semantic search"
Content Calendar Planner
by jmsktm
Plan and organize content calendars for consistent publishing
m365-agent-developer
by sebastienlevert
Designs, implements, and deploys Microsoft 365 Copilot agents using TypeSpec and ATK CLI. Provides architectural guidance, capability configuration, security patterns, and lifecycle management. Use when developing M365 Copilot agents, working with TypeSpec, or managing agent deployments. For creating new projects, use the m365-agent-scaffolder skill.
Audience Segmenter
by jmsktm
Segment audiences for targeted marketing and personalized messaging
m365-agent-scaffolder
by sebastienlevert
Quickly scaffolds new Microsoft 365 Copilot declarative agent (M365 agent, copilot agent, agent, declarative copilot, copilot) projects using ATK CLI. Collects project information and creates the initial project structure. Use only when creating a new empty M365 Copilot agent project from scratch.
writing-skills
by eyadsibai
Use when creating new skills, editing existing skills, or verifying skills work before deployment