A strategic and technical framework designed to help businesses sell products and services directly to autonomous AI agents.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install b2a
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install b2a 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 B2A: Business-to-Agent Strategy?
The B2A skill represents a fundamental paradigm shift from traditional B2B or B2C models to a Business-to-Agent approach. While humans browse websites based on emotion and storytelling, agents query APIs and parse structured data to make ruthless, objective decisions. This Openclaw Skills module provides the necessary blueprints to transition your infrastructure for the agentic economy, ensuring your products are discoverable, comparable, and purchasable by non-human actors.
By prioritizing machine-readability over visual UX, businesses can capture value in a landscape where the primary buyer is an AI. This skill focuses on technical implementation, standardized attributes, and zero-friction onboarding, enabling your services to survive the rigorous comparison heuristics used by modern agentic workflows.
B2A: Business-to-Agent Strategy Use Cases
- Scaling ecommerce reach by making product catalogs accessible to autonomous procurement agents.
- Designing API-first services that allow for programmatic discovery and instant decision-making.
- Implementing automated payment rails for agents managing corporate budgets.
- Optimizing technical documentation for high ranking in agent skill stores and capability registries.
How B2A: Business-to-Agent Strategy Works
- Transformation of product descriptions into structured JSON-LD and Schema.org objects for seamless machine parsing.
- Implementation of OpenAPI specifications with strictly typed fields to eliminate interpretation errors during agent queries.
- Deployment of programmatic pricing and real-time inventory endpoints to facilitate instant commitment.
- Integration of agent-compatible payment protocols like the Stripe Agent Toolkit for autonomous transaction completion.
- Continuous optimization based on agent-specific metrics such as Comparison Survival and Decision Latency.
B2A: Business-to-Agent Strategy Setup
To begin integrating B2A strategies into your workflow, ensure your environment is ready for these Openclaw Skills.
# Add the B2A skill to your agent environment
openclaw install b2a
# Initialize the agent-readiness checklist
cat skills/b2a/readiness_checklist.md
B2A: Business-to-Agent Strategy Data Schema & Taxonomy
The B2A skill organizes data around machine-readable standards to ensure high compatibility across different Openclaw Skills environments.
| Data Type | Standard / Format | Purpose |
|---|---|---|
| Discovery | /.well-known/ai-plugin.json | Agentic capability declaration |
| Metadata | JSON-LD / Schema.org | Structured product attributes |
| Interface | OpenAPI / MCP Tools | Programmatic interaction layer |
| Reputation | Verified API History | Machine-verifiable trust signals |
B2A: Business-to-Agent Strategy Advanced Features
- Support for MCP (Model Context Protocol) tools to expose capabilities directly to LLMs.
- Integration with decentralized agent registries for global discovery.
- Programmatic SLA monitoring to provide verifiable uptime data to querying agents.
- Support for client_credentials authentication flows to enable non-interactive onboarding.
SKILL.md
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