Ext Ops Panel
Abrir o painel

learning-agents

Auto-improving AI sub-agents that learn from their mistakes across sessions

Pacote de plugins · de DeepWork

Resumo

learning-agents é um pacote de plugins para ferramentas de programação com IA publicado por DeepWork. Marketplaces que lemos e que o listam: 1 (Community GitHub marketplaces). Vimos pela primeira vez em 2026-11-09 e não registramos mudanças desde então. Conforme nossa passagem pelos marketplaces em 2026-11-09.

O que pede

  • Instala-se como pacote de plugins
  • Hooks declarados: 2

O que declara, pede e executa, por completo

Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.

Funciona com

  • Claude Code

Pelos marketplaces que o listam e pelo transporte MCP que declara, conforme cada cliente documenta. Não testamos plugins.

Conectar

Comandos e configurações gerados apenas a partir do que os marketplaces declaram. Não os executamos por você e não testamos plugins.

Como plugin do Claude Code

Gerado a partir do que Community GitHub marketplaces declara.

Claude CodeDentro de uma sessão do Claude Code
/plugin marketplace add unsupervisedcom/deepwork
/plugin install learning-agents@deepwork-plugins

Onde está publicado

MarketplaceStatusVersãoNúmerosVerificadoVisto pela primeira vez
Marketplace da comunidade unsupervisedcom/deepwork (Abrir o código no GitHub) Listado 0.14.0 Forks (GitHub): 4
Estrelas (GitHub): 51
Sem marcação

Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.

Listado em um marketplace da comunidade
MarketplaceRepositórioEstrelas (GitHub)
deepwork-plugins unsupervisedcom/deepwork 51

Quais marketplaces lemos e como os verificamos

O que o pacote contém

Conforme publicado em Community GitHub marketplaces.

Skills: 9

  • create-agent
  • identify
  • incorporate-learnings
  • investigate-issues
  • learn
  • learning-agents
  • prompt-review
  • report-issue
  • setup

Agentes: 1

  • learning-agent-expert

Hooks: 2

  • PostToolUse
  • Stop

O que mudou

  1. Passou a ser um produto que acompanhamos
  2. Community GitHub marketplaces: apareceu

Plugins semelhantes

Produtos cujos próprios nomes, descrições, ferramentas e skills são os mais próximos deste pelo significado, em todos os marketplaces que lemos. A proximidade é ordenada apenas dentro desta lista.

  • adaptive-agent

    Make your AI agent get stronger with use. Includes two skills: /skill-review (periodic audit of all skills for staleness, missing gotchas, and improvements) and…

    de truenorth-lj · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • universal

    Universal AI agents collection: 28+ specialized agents with strict boundary enforcement, project-specific agent creation (/initx), and intelligent task routing (Level 0-5…

    de Toskysun · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • ai-agent-engineering-skills

    10 AI agent engineering skills: knowledge base injection, entity memory, multi-model routing, proactive intelligence, MCP servers, parallel orchestration

    de itallstartedwithaidea · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • buildagents io.github.aurimasAPG/buildagents

    Design AI agent teams for a business problem and generate ready-to-paste Claude Code prompts.

    de aurimasAPG · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • aixplain

    Search the aixplain marketplace and build, run, and deploy agents, models, knowledge bases, and tools with the aixplain-builder skill, from one plugin.

    de aixplain · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • crewai

    Build role-based multi-agent systems with CrewAI. Agents with Role/Goal/Backstory, task design, crew composition (sequential or hierarchical), tool integration, callbacks, and…

    de magnus919 · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • agenthub

    Multi-agent collaboration — spawn N parallel subagents that compete on code optimization, content drafts, research approaches, or any task that benefits from diverse solutions. 7…

    de Alireza Rezvani · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • ai-and-reasoning

    AI model invocation, multi-agent orchestration, prompt distillation, and structured reasoning frameworks.

    de oaustegard · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • Bench Agent Discovery

    Discover public AI agents, reusable recipes, and trusted benchmark evidence by task.

    de VirajMishra1 · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • evaluate-agent

    Set up evaluation of AI agents with tool call validation, correctness checks, and task completion using Dokimos

    de Dokimos Contributors · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

Plugins semelhantes por marketplace

A mesma pergunta feita a cada marketplace separadamente: existe lá um equivalente deste plugin?

Listado em Claude Code: claude-plugins-community (5)
  • adaptive-agent

    Make your AI agent get stronger with use. Includes two skills: /skill-review (periodic audit of all skills for staleness, missing gotchas, and improvements) and…

    de truenorth-lj · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • joai

    JoAi is a platform for creating and managing your own AI agents.

    de joai-plugins · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • agent-archive

    Agent Archive connects Claude to a community knowledge base of agent operational learnings — fixes, workarounds, environment quirks, API behaviors, and workflows contributed by…

    de agent-archive · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • skillers

    Learn from your workflow patterns and suggest skills, hooks, and agents to automate the repetitive work. Skillers reads your AI conversation transcripts (Claude Code, Codex CLI…

    de agent-sh · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • tap

    Cross-model AI agent communication protocol. Connect Claude, Codex, and Gemini agents through a shared file-based messaging layer. Features include: control tower orchestration…

    de HUA-Labs · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

Listado em Claude Code: claude-plugins-official (5)
  • champion-kit

    Help Claude Code champions run hackathons and office hours, find patterns worth sharing, help teammates climb the steps of AI adoption, and write a shareable AI maturity report.

    de Anthropic · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official · Descreve quase a mesma tarefa

  • atomic-agents

    Comprehensive development workflow for building AI agents with the Atomic Agents framework. Includes specialized agents for schema design, architecture planning, code review, and…

    de BrainBlend-AI · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • outputai

    Output.ai workflow development toolkit for Claude Code. Adds 5 specialist agents (planner, builder, debugger, prompt writer, quality reviewer), 40+ slash-command skills covering…

    de growthxai · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • DeepEval

    Skills for adding DeepEval evaluations, tracing, datasets, Confident AI reports, and iterative improvement loops to AI applications.

    de confident-ai · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • hookify

    Easily create custom hooks to prevent unwanted behaviors by analyzing conversation patterns or from explicit instructions. Define rules via simple markdown files.

    de Anthropic · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Community GitHub marketplaces · Descreve quase a mesma tarefa

Listado em Claude: knowledge-work-plugins (5)
  • AI-Firstify

    AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp

    de techwolf-ai · Pacote de plugins

    Listado em: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • datarobot-agent-skills

    DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…

    de datarobot-oss · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Descreve quase a mesma tarefa

  • Synthflow

    Connects Claude Code to the Synthflow AI voice-agent platform through its hosted MCP server, with skills for reviewing calls and auditing agent prompts, plus a docs-search…

    de SynthFlowAI · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • Customer Support

    Triage tickets, draft responses, escalate issues, and build your knowledge base. Research customer context and turn resolved issues into self-service content.

    de Anthropic · Pacote de plugins

    Listado em: Claude: knowledge-work-plugins · Descreve quase a mesma tarefa

  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    de langfuse · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

Listado em Codex: openai-curated (openai/plugins) (5)
  • OpenAI Developers

    Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.

    de OpenAI · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    de OpenAI Codex · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Superpowers

    An agentic skills framework & software development methodology that works: planning, TDD, debugging, and collaboration workflows.

    de Jesse Vincent · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Notion

    Notion workflows for implementation planning, research synthesis, meeting preparation, and knowledge capture.

    de Notion · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Linear

    Search, create and update Linear issues, projects, and initiatives. Draft PRDs, write updates, analyze customer requests, and keep plans up to date — all from within ChatGPT

    de Linear Orbit, Inc · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

Listado em Community GitHub marketplaces (5)
  • universal

    Universal AI agents collection: 28+ specialized agents with strict boundary enforcement, project-specific agent creation (/initx), and intelligent task routing (Level 0-5…

    de Toskysun · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • ai-agent-engineering-skills

    10 AI agent engineering skills: knowledge base injection, entity memory, multi-model routing, proactive intelligence, MCP servers, parallel orchestration

    de itallstartedwithaidea · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • aixplain

    Search the aixplain marketplace and build, run, and deploy agents, models, knowledge bases, and tools with the aixplain-builder skill, from one plugin.

    de aixplain · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • crewai

    Build role-based multi-agent systems with CrewAI. Agents with Role/Goal/Backstory, task design, crew composition (sequential or hierarchical), tool integration, callbacks, and…

    de magnus919 · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • agenthub

    Multi-agent collaboration — spawn N parallel subagents that compete on code optimization, content drafts, research approaches, or any task that benefits from diverse solutions. 7…

    de Alireza Rezvani · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

Listado em Copilot CLI: github/awesome-copilot (5)
  • ai-team-orchestration

    Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.

    de Denis Evdokimov · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • crowdstrike-charlotte-ai-agentworks

    CrowdStrike Charlotte AI AgentWorks skills for creating, managing, and invoking AI agents via external Falcon API Gateway endpoints. Includes agent lifecycle management…

    de CrowdStrike · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • copilot-goal-skill

    Goal-driven task orchestration with independent verification. Interviews the user to define a clear goal, then loops between a Builder subagent (does the work) and an Inspector…

    de gsemet · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • edge-ai-tasks

    Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai

    de Awesome Copilot Community · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • skills-for-copilot-studio

    Microsoft Copilot Studio YAML authoring toolkit. Create, edit, validate, and test Copilot Studio agents using YAML files.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

Listado em Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins, npm registry (MCP servers) · Descreve quase a mesma tarefa

  • azure-devops-copilot-plugin

    Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve uma tarefa semelhante

Listado em Cursor: cursor/plugins (5)
  • Continual Learning

    Incremental transcript-driven memory updates for AGENTS.md using high-signal bullet points only.

    de Eric Zakariasson · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Advisor

    Consult a stronger model before major decisions, when stuck, and before declaring done.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Ralph Loop

    Iterative self-referential AI loops using the Ralph Wiggum technique.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Guru

    Search company knowledge and draft verified answers.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Teaching

    Skill mapping, practice plans, and learning retrospectives.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

Listado em Docker MCP Catalog (5)
  • Wayfound

    Wayfound’s MCP server allows business users to govern, supervise, and improve AI Agents.

    de docker · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

  • Sequential Thinking (Reference)

    Dynamic and reflective problem-solving through thought sequences.

    de modelcontextprotocol · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

  • Perplexity API Platform

    Real-time web search, reasoning, and research through Perplexity's API

    de perplexity.ai · Servidor MCP

    Listado em: Official MCP Registry, Docker MCP Catalog, npm registry (MCP servers), Community GitHub marketplaces · Descreve quase a mesma tarefa

  • Opik

    Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

    de comet-ml · Servidor MCP

    Listado em: Official MCP Registry, Docker MCP Catalog, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • Needle Remote

    Production-ready RAG service to search and retrieve data from your documents.

    de docker · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

Listado em Official MCP Registry (5)
  • buildagents io.github.aurimasAPG/buildagents

    Design AI agent teams for a business problem and generate ready-to-paste Claude Code prompts.

    de aurimasAPG · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • Bench Agent Discovery

    Discover public AI agents, reusable recipes, and trusted benchmark evidence by task.

    de VirajMishra1 · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • Zihin

    Chat with your Zihin.ai agents, list them and load platform skills from any MCP client.

    de zihin.ai · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • Usercall

    Give your AI agents the ability to ask real users why.

    de usercall.co · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • One Agent a Day

    Search and fetch 40+ free AI agent prompts. A new one is added every day.

    de oneagentaday.com · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

Listado em PyPI (MCP servers) (5)
  • marm-mcp-server io.github.Lyellr88/marm-mcp-server

    Universal MCP Server with advanced AI memory capabilities and semantic search.

    de Lyellr88 · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • Orchestrator

    Let one coding-agent CLI consult another: Codex, Claude Code, OpenCode, Copilot or Antigravity.

    de crAK1644 · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • Opik

    Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

    de comet-ml · Servidor MCP

    Listado em: Official MCP Registry, Docker MCP Catalog, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • saferagenticai-mcp io.github.NellInc/saferagenticai-mcp

    Read-only tools over the Safer Agentic AI framework: 239 patterns + 15 heuristics.

    de NellInc · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • air-blackbox-mcp io.github.airblackbox/air-blackbox-mcp

    EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.

    de airblackbox · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers) · Descreve quase a mesma tarefa

Listado em npm registry (MCP servers) (5)
  • agent-knowledge io.github.keshrath/agent-knowledge

    Cross-session memory for AI agents - knowledge graph, scoring, semantic search

    de keshrath · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-community, npm registry (MCP servers) · Descreve quase a mesma tarefa

  • Prompeteer

    Contextual prompts and agent skills for 140+ AI platforms.

    de prompeteer · Servidor MCP

    Listado em: Official MCP Registry, npm registry (MCP servers) · Descreve quase a mesma tarefa

  • agentic-flow

    agentic-flow (external: maintained in ruvnet/agentic-flow, pinned to commit d19737b, plugin 3.4.0): the agentic-flow MCP server pinned to agentic-flow@3.4.0 (ReasoningBank…

    de ruvnet · Pacote de plugins

    Listado em: Community GitHub marketplaces, npm registry (MCP servers) · Descreve quase a mesma tarefa

  • Entroly

    Context Assurance for AI agents: context engineering, AI cost optimization, verification.

    de juyterman1000 · Servidor MCP

    Listado em: Official MCP Registry, npm registry (MCP servers), Community GitHub marketplaces · Descreve quase a mesma tarefa

  • agentdb

    AgentDB (external: maintained in ruvnet/agentdb, pinned to commit 27678c3, plugin 3.6.0): agentdb's own standalone MCP server pinned to agentdb@3.6.0 (vector memory with…

    de ruvnet · Pacote de plugins

    Listado em: Community GitHub marketplaces, npm registry (MCP servers) · Descreve quase a mesma tarefa

Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.

Quer esta marca no seu plugin em nosso catálogo?

Prove que o mantém com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS, e você poderá mostrar esta marca na ficha, com banners ao vivo para o seu site e o README. Como funciona a verificação

Você também recebe alertas quando um marketplace o publica, o remove, muda a marca de verificado ou o que ele pede, e o endpoint remoto passa a ser monitorado como um serviço web.

Dados de Community GitHub marketplaces. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.

De onde vêm os dados: como o catálogo é montado