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Search & Research by @lekt9

foundry

Self-writing meta-extension that forges new capabilities โ€” researches docs,

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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:

  1. Download the plugin from npm
  2. Extract to ~/.openclaw/extensions/foundry/
  3. Enable it automatically
  4. 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:

  1. Research โ€” Fetch and understand OpenClaw documentation on demand
  2. Write Extensions โ€” Generate new tools and hooks for OpenClaw
  3. Write Skills โ€” Create ClawHub-compatible skill packages
  4. Self-Modify โ€” Add new capabilities to itself
  5. Learn โ€” 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...
โ†’ foundry_research query="webhook hooks automation"
โ†’ Returns relevant documentation

Now I'll implement it...
โ†’ foundry_add_hook extensionId="my-ext" event="webhook:incoming" ...

Write a new extension

User: Create an extension that monitors GitHub PRs

Agent:
โ†’ foundry_research query="github api webhooks"
โ†’ 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:
โ†’ 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:

  1. Failures โ†’ Records error + context
  2. Resolutions โ†’ Links fix to failure โ†’ Creates pattern
  3. Patterns โ†’ Injected as context in future conversations
  4. Crystallization โ†’ 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

Links