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Agent orchestration library for conversational AI — coordinates LLM completions, memory, tool execution, and multi-turn flows; useful for building chat agents a
libagent provides an orchestration layer for conversational agents, exposing primitives like AgentMind for reasoning and AgentAction for tool execution. It coordinates LLM calls, memory clients, and tool clients to manage multi-turn dialogues and streaming responses.
Use libagent when building conversational assistants that require tool integration, streaming outputs, or retrieval-augmented generation (RAG) flows. It's appropriate for developers wiring memory stores, RPC tool clients, or custom toolchains into an agent.
Suited to developer-facing assistant agents that can execute JavaScript/Node workflows and integrate with memory/llm clients (e.g., Claude Code, local Node-based agent runtimes).
libagent is a documentation-only skill describing an AgentMind/AgentAction orchestration library for conversational AI. It provides usage patterns as code snippets but contains no executable scripts. The SKILL.md is thin — mostly API usage examples tied to a specific @copilot-ld/libagent npm package, with no setup instructions, error handling guidance, or real agent workflow logic. Essentially a library README disguised as a skill.
Documentation-only skill with no executable content. The skill describes a library (@copilot-ld/libagent) rather than providing an agent capability itself. Low usefulness as it doesn't enable any autonomous action — it's just API docs for a JS library. Architecture is flat with no scripts/, references/, or separation of concerns. Code quality is low because the SKILL.md lacks specificity in triggers, has no error handling guidance, and reads like a library README rather than a skill.
Uloop: Execute Dynamic Code
Run small C# snippets in the Unity Editor via the uloop CLI for editor automation tasks like prefab wiring, AddComponent flows, and scene edits—without writing
Bookmarklet Creation
Generates browser-executable JavaScript bookmarklets with strict formatting (IIFE wrapper, block comments) and provides ready-to-install links or installer inst
Overnight — Autonomous Long-Running Coding
Orchestrates long-running coding goals: decomposes objectives into atomic tasks, dispatches isolated worktree workers, verifies acceptance criteria, and merges
Bexio API (Swiss CRM & Invoicing)
Integrate and manage Bexio contacts, quotes, invoices, orders and products via the Bexio API. Useful for CRM and Swiss business document workflows.
Content Research Writer
A writing-partner skill that helps research, outline, draft, cite, and iteratively improve articles, tutorials, and thought pieces.
Agent Hierarchy Diagram
Generate visual hierarchy diagrams (ASCII, Mermaid, GraphML) that show agent roles, levels, and delegation for documentation and onboarding.
Review Pull Request
Automated, structured PR reviewer: gathers metadata, diffs, CI results, dependency changes and provides a concise verdict with testing and documentation recomme
Agent Ops — Testing Workflow
Guidance for designing, running, and analyzing test suites for agents: test isolation, execution patterns, and coverage-based enforcement.
Raindrop.io API
Manage Raindrop.io bookmarks, collections, tags and highlights via the Raindrop REST API with helper scripts and examples.
UX — 用户体验设计
Create practical, research-backed UX designs: user research, information architecture, interaction flows, prototypes and usability evaluation tailored to the br
Retriever (Membrane CLI)
Integrate Retriever search and discovery via the Membrane CLI — manage connections and run queries across Retriever data sources.
Starlark Dev
Create, debug, and test Kurtosis Starlark packages — write package structure, run dry-runs, and inspect plan execution for reliable orchestration.
Maestro Orchestrate
Orchestrates complex engineering workflows with enforced design and approval gates, child-agent delegation, and session state management.
Run Execute
Orchestrates execution of work items across modes (autopilot, confirm, validate) with scripted init/complete tooling, plan/test/report artifacts and strict gati
Caveman Compress
Compress natural-language memory files into a compact 'caveman' format to save LLM tokens while preserving code, links, and structure.
Overnight — Autonomous Long-Running Coding
Orchestrates long-running coding goals: decomposes objectives into atomic tasks, dispatches isolated worktree workers, verifies acceptance criteria, and merges
tmux Remote Control
Control tmux sessions for interactive TTYs: send keystrokes, capture panes, orchestrate parallel coding agents, and monitor output safely.
Bash Pro
Defensive, production-grade Bash scripting patterns and CI/CD best practices: strict mode, safe argument parsing, testing with Bats, and tooling (ShellCheck/shf