Give any agent
causal reasoning.
One command. Your agent gets structured causal reasoning over 200K+ variables — driver analysis, interventions, counterfactuals, and proxy-based real-world questions. No raw CAP requests required on day one.
Capabilities
What the skill handles for you
The skill sits between your agent and the Abel CAP surface. It handles setup, routing, and narration so your agent can focus on the question.
Try It
Your first causal question
Paste this into your agent after installing the skill. It maps a real-world question to market proxies and walks the causal graph.
Use causal-abel to explore this as a proxy-based causal question: how might faster AI adoption ripple into everyday jobs, wages, and household pressure? Map it to the right market proxies, show me the likely chain, and tell me what to try next.
The skill will identify proxy anchors (AI adoption ETFs, labor market indices, consumer sentiment), run structural reads, and narrate the causal chain with caveats.
How It Works
Three steps to causal reasoning
Install
One command installs the skill into your agent environment. No dependencies beyond Python.
Authenticate
The skill runs an OAuth agent handoff. You approve in the browser — the agent retrieves and stores the key automatically.
Ask
Ask any causal question in natural language. The skill handles node normalization, verb selection, and result narration.
Compatibility
Works with your agent
Any agent that supports skill installation or MCP tool calling can use causal-abel.
Cursor
IDE agent with skill support
Claude Desktop
Anthropic desktop client
Any MCP Agent
MCP-compatible tool calling
Trust & Transparency
Open, auditable, security-scanned
The skill is publicly listed on ClawHub with full source visibility and independent security analysis.
License: MIT-0 — free to use, modify, and redistribute. No attribution required.
Security: Independently scanned by VirusTotal and OpenClaw. Both report benign with high confidence. The skill requests only ABEL_API_KEY and Python — no unrelated credentials or elevated privileges.
Runtime: Python + ABEL_API_KEY. The skill uses a bundled probe script for deterministic CAP calls. OAuth agent handoff obtains the key automatically.
Where to Go Next
Three paths, one protocol
Start making decisions with
live causal intelligence.
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