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AgentSeek

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AgentSeek is an application development lifecycle toolkit for AI ecosystem apps.

It helps you create a working app, check local readiness, run the development stack, and expose project tasks through one consistent command surface.

Each template can choose its own runtime and project layout. AgentSeek provides the shared lifecycle workflow around those generated apps.

AgentSeek 0.1.0 resolves its lifecycle-v2 templates from the immutable agentseek-ai/agentseek-templates catalog. Template listing works from the registry snapshot embedded in the CLI; named template content is fetched at the exact locked commit.

"Deep Agents in Action": a free LangChain / DeepAgents course with AgentSeek labs. Course repo

Quickstart

Install the CLI for daily use.

uv tool install agentseek

For a one-off run without installing the tool, replace the first agentseek create ... command with uvx agentseek create ....

agentseek create bub/default --no-input
cd my_bub_agent

Prepare the generated project.

cp .env.example .env
$EDITOR .env
agentseek task --list
agentseek task frontend

Set the model and provider credentials required by the selected template in .env or the environment used to run AgentSeek. AgentSeek uses .env only for lifecycle environment checks declared by the template; it does not automatically pass .env to child processes. Run any additional setup tasks listed by your selected template before starting the development stack.

agentseek doctor
agentseek dev

Lifecycle Commands

Command Purpose
create Render an app template.
doctor Check local project readiness.
dev Run the local development stack.
info Print project entry points and lifecycle metadata.
task Run project-defined tasks.

For Desktop, scripts, and other machine consumers, use the versioned JSON contract instead of parsing human output.

agentseek info --json
agentseek doctor --json
agentseek doctor --live --json

info --json includes normalized services, references, and safe actions such as which URL can be opened directly. It never includes environment values or raw process/task commands.

Core Concepts

  • A template creates a complete editable app.
  • A lifecycle file defines how the app is checked and run.
  • AgentSeek gives those lifecycle tasks a stable command interface.

Template types currently include bub, deepagents, and langchain. Each template can expose the same lifecycle commands with different runtimes.

Chat Channels

The langchain/default template can run its agent through Feishu or WeCom (企业微信) gateways in addition to its AG-UI surface. Both use Bub-maintained channel adapters; configure the channel credentials in the generated .env and follow that template's channel setup instructions.

Documentation

Development

git clone https://github.com/ob-labs/agentseek.git
cd agentseek
make install
make check
make test
make docs-test

License

Apache-2.0

About

AgentSeek is an application development lifecycle toolkit for AI ecosystem apps, built by OceanBase OSS Team.

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