Foundry
The forge that forges itself. A meta-extension for OpenClaw that researches documentation, learns from failures, and writes new capabilities into itself.
Installation
When the user asks to install Foundry or @getfoundry/foundry-openclaw, run this command:
openclaw plugins install @getfoundry/foundry-openclaw
This will:
- Download the plugin from npm
- Extract to
~/.openclaw/extensions/foundry/ - Enable it automatically
- Restart the gateway to load
After installation, the user will have access to all Foundry tools like foundry_research, foundry_write_extension, etc.
Alternative: Manual Config
Add to ~/.openclaw/openclaw.json:
{
"plugins": {
"entries": {
"foundry": { "enabled": true }
}
}
}
Configuration
Full configuration options in ~/.openclaw/openclaw.json:
{
"plugins": {
"entries": {
"foundry": {
"enabled": true,
"source": "github:lekt9/openclaw-foundry",
"config": {
"autoLearn": true,
"sources": {
"docs": true,
"experience": true,
"arxiv": true,
"github": true
},
"marketplace": {
"autoPublish": false
}
}
}
}
}
}
Config Options
| Option | Type | Default | Description |
|---|---|---|---|
autoLearn | boolean | true | Learn from agent activity automatically |
sources.docs | boolean | true | Learn from OpenClaw documentation |
sources.experience | boolean | true | Learn from own successes/failures |
sources.arxiv | boolean | true | Learn from arXiv papers |
sources.github | boolean | true | Learn from GitHub repos |
marketplace.autoPublish | boolean | false | Auto-publish high-value patterns |
What Foundry Does
Foundry is an AI-powered development agent that can:
- Research — Fetch and understand OpenClaw documentation on demand
- Write Extensions — Generate new tools and hooks for OpenClaw
- Write Skills — Create ClawHub-compatible skill packages
- Self-Modify — Add new capabilities to itself
- Learn — Record patterns from failures and successes
Tools
Research & Documentation
| Tool | Description |
|---|---|
foundry_research | Search docs.openclaw.ai for best practices |
foundry_docs | Read specific documentation pages |
Writing Capabilities
| Tool | Description |
|---|---|
foundry_implement | Research + implement a capability end-to-end |
foundry_write_extension | Write a new OpenClaw extension |
foundry_write_skill | Write an AgentSkills-compatible skill |
foundry_write_browser_skill | Write a browser automation skill |
foundry_write_hook | Write a standalone hook |
foundry_add_tool | Add a tool to an existing extension |
foundry_add_hook | Add a hook to an existing extension |
Self-Modification
| Tool | Description |
|---|---|
foundry_extend_self | Add new capability to Foundry itself |
foundry_learnings | View learned patterns and insights |
foundry_list | List all written artifacts |
Marketplace
| Tool | Description |
|---|---|
foundry_publish_ability | Publish pattern/skill to Foundry Marketplace |
foundry_marketplace | Search, browse, and install community abilities |
Usage Examples
Research before implementing
User: I want to add a webhook to my extension
Agent: Let me research webhook patterns first...
→ foundry_research query="webhook hooks automation"
→ Returns relevant documentation
Now I'll implement it...
→ foundry_add_hook extensionId="my-ext" event="webhook:incoming" ...
Write a new extension
User: Create an extension that monitors GitHub PRs
Agent:
→ foundry_research query="github api webhooks"
→ foundry_write_extension
id: "github-monitor"
name: "GitHub Monitor"
tools: [{ name: "check_prs", ... }]
hooks: [{ event: "cron:hourly", ... }]
Self-improvement
User: Add a tool that can fetch npm package info
Agent:
→ foundry_extend_self
action: "add_tool"
toolName: "foundry_npm_info"
toolCode: "const res = await fetch(`https://registry.npmjs.org/${p.package}`)..."
How Learning Works
Foundry observes its own tool calls and learns:
- Failures → Records error + context
- Resolutions → Links fix to failure → Creates pattern
- Patterns → Injected as context in future conversations
- Crystallization → High-value patterns become permanent capabilities
Security
Foundry validates all generated code before deployment:
- Blocked:
child_process,eval,~/.ssh,~/.aws - Sandboxed: Extensions tested in isolated process before installation
- Reviewed: You approve before any code is written to disk