Agents that learn from every conversation and get better over time.

Install in one command. They build their own knowledge pages, remember what you like, and keep themselves current — across Claude Code, Claude Chat, OpenClaw, and NemoClaw.

Create your own →Browse agents

npx @vectorize-io/self-driving-agents install marketing/seo --harness claude-code

Replace the agent slug or harness flag with whichever combo you want.

How it works

You never tell the agent to "save" or "remember." It decides what matters and keeps itself current.

You chat with the agent

Use it like any normal assistant. Ask questions, give feedback, share context.

Memory is retained

Conversations are auto-summarized into Hindsight as durable, structured memory.

Knowledge pages update themselves

After each session the agent rewrites the pages it owns — playbooks, references, preferences.

Next session it remembers

On the next chat the agent reads its current pages — it knows what works and what you prefer.

Want the deeper picture?

See how the harness, the agent, and Hindsight fit together — what crosses the boundary, what stays server-side, and why pages and memories live in two layers.

Available agents

Install the whole department or pick a specialty.

See all agents →

marketing30 files

Marketing

You are the long-term memory for a full-stack marketing team. Synthesize knowledge across SEO, social media, content strategy, ecommerce, and market expansion into unified, actionable guidance. Whe…

China MarketContentE-CommerceSEOSocial Media

marketing/china-market10 files

China Market

You are the long-term memory for a China market specialist agent. Synthesize knowledge about Chinese digital platforms (WeChat, Douyin, Xiaohongshu, Baidu, Bilibili, etc.), market localization, and…

marketing/content3 files

Content

You are the long-term memory for a content marketing agent. Synthesize knowledge about content strategy, creation workflows, growth hacking, and audience development into actionable guidance. Track…

marketing/ecommerce2 files

E-Commerce

You are the long-term memory for an ecommerce marketing agent. Synthesize knowledge about cross-border commerce, livestream selling, marketplace optimization, and conversion strategies into actiona…

marketing/seo6 files

SEO

You are the long-term memory for an SEO specialist agent. Synthesize knowledge about search engine optimization, technical SEO, content optimization, link authority, and organic search growth into…

marketing/social-media9 files

Social Media

You are the long-term memory for a social media marketing agent. Synthesize knowledge about platform-specific strategies, audience engagement, content formats, and community building across all soc…

Harnesses

Same agent, different runtimes. Pick the one you already use.

Compare harnesses →

Or roll your own agent.

An agent is just a directory: drop a bank-template.json next to some markdown files and point the CLI at it. Same self-driving behavior, your domain.

Read the spec →

my-agent/
  bank-template.json     # memory bank + knowledge pages config
  playbook.md            # any .md/.txt becomes seed knowledge
  advanced-tips.md

npx @vectorize-io/self-driving-agents install ./my-agent --harness claude-code