AFOL Meta Skill for Openclaw

A sophisticated orchestration layer that routes broad LEGO collector queries to the ideal provider for cataloging, valuation, and marketplace data.

musketyr
v1.0.0
May 10, 2026
0
677
0

Install & Download

1. ClawHub CLI

The fastest way to install a skill directly from the registry.

npx clawhub@latest install afol

2. Manual Installation

Copy the skill folder to one of these locations

Global
~/.openclaw/skills/
Workspace
<project>/skills/

Priority: Workspace > Local > Bundled

3. Prompt Installation

Copy this prompt to OpenClaw to install it automatically.

Help me install afol using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).

Prefer to download?

Get the raw skill files in a ZIP archive.

What is AFOL Meta Skill?

The AFOL Meta Skill acts as the intelligent router and human-facing interface for a suite of specialized LEGO provider skills. Instead of manually choosing between platforms, this skill analyzes user intent to determine whether to pull data from Rebrickable for catalog identity, BrickEconomy for investment valuation, or BrickLink and BrickOwl for real-time marketplace pricing. It ensures that Openclaw Skills users get the most accurate technical data without the noise of irrelevant API calls.

Built as a technical glue layer, it prioritizes official provider skills directly rather than relying on third-party apps. This architecture allows developers and collectors to maintain high data integrity across cross-provider workflows, such as translating IDs between systems or generating comprehensive set reports that include parts lists, instructions, and market performance forecasts.

AFOL Meta Skill Use Cases

  • Determining the current market value and ROI forecast for specific sets or minifigures.
  • Identifying sets and parts using Rebrickable as the canonical data backbone.
  • Comparing live marketplace pricing and inventory across BrickLink and BrickOwl.
  • Managing personal collections and wishlists across multiple platforms with a single interface.
  • Translating set and part IDs between different provider databases to maintain data consistency.

How AFOL Meta Skill Works

  1. The user provides a broad query such as "Tell me everything about set 10236-1" or "What is this minifig worth?"
  2. The afol script analyzes the intent and determines the optimal starting provider (usually Rebrickable for identity).
  3. It checks for credential readiness via environment variables to ensure the agent has access to the required APIs.
  4. The skill generates deterministic routing hints, directing the AI agent to call specific provider skills in a logical sequence.
  5. Data is fanned out from the identity provider to specialized providers (like BrickEconomy for valuation) only as needed to minimize API overhead.
  6. Results are aggregated and summarized for the user, ensuring private data remains secure and writes are only performed with explicit confirmation.

AFOL Meta Skill Setup

To use this meta skill within the Openclaw Skills ecosystem, configure your provider environment variables and verify connectivity.

# Set your provider API keys
export REBRICKABLE_API_KEY=your_key
export BRICKSET_API_KEY=your_key
export BRICKLINK_API_CONSUMER_KEY=your_key
export BRICKECONOMY_API_KEY=your_key

# Run the credential check to verify readiness
scripts/afol credentials

# Test the router with a query
scripts/afol route "Compare BrickLink and BrickOwl price for 3001 red"

AFOL Meta Skill Data Schema & Taxonomy

The skill organizes orchestration via local references and specialized scripts. It uses a metadata-first approach to ensure stable catalog IDs are resolved before fanning out to marketplace data.

Component Path Description
Orchestration Logic references/prompts/afol-router.txt Prompt guidance for the agent router.
CLI Interface scripts/afol_cli.py The primary entry point for routing and credential checks.
API Reference references/openapi/afol.yaml Placeholder for OpenAPI compliant integrations.
Identity Provider rebrickable The primary source for parts, colors, and themes.

AFOL Meta Skill Advanced Features

  • Multi-agent support: Efficiently routes tasks between specialized sub-agents for cataloging and finance.
  • Credential Guard: A specialized credentials command that reports capability status without ever leaking secret API tokens.
  • Dry-Run Safety: Enforces mandatory --dry-run and --yes flags for any write operations (orders, inventory changes, or feedback).
  • Cross-Provider ID Mapping: Automatically normalizes IDs across different databases to prevent fabrication of non-existent parts.
  • Selective Fan-out: Logic to avoid expensive or rate-limited API calls unless the user explicitly requests valuation or marketplace data.

SKILL.md


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