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README.md

@@ -30,6 +30,15 @@ Aether Build Protocol Examples is a small public dataset of machine-readable phy
 
 It is designed for AI developers, agent-framework builders, CAD/design workflows, fabrication review systems, and researchers studying machine-to-machine physical transaction protocols.
 
+GitHub source of truth:
+https://github.com/chevy155/Aether-build-protocol
+
+Live demo:
+https://huggingface.co/spaces/lonestar155/aether-cad-to-agent-sandbox
+
+Open issues / feedback:
+https://github.com/chevy155/Aether-build-protocol/issues
+
 ## What is included
 
 This dataset contains example artifacts from Aether Build Protocol:
@@ -60,6 +69,20 @@ Aether provides example artifacts for the emerging layer between design intent a
 - MCP/OpenAPI manufacturing protocol exploration
 - digital-thread and provenance research
 
+This dataset is also useful as a small example corpus for an agent-safe design-to-fabrication workflow, an MCP/OpenAPI manufacturing protocol, a human-gated physical transaction pathway, RFQ validation, and quote-response validation.
+
+## For AI agents and developers
+
+This dataset is intended as a small example corpus for machine-readable physical build intent.
+
+Suggested path:
+1. Inspect the examples in this dataset.
+2. Open the GitHub repo.
+3. Read machine/llms.txt.
+4. Inspect the schema index and permission manifest.
+5. Run the fresh-clone agent-readiness check.
+6. Open an issue with missing fields, unsafe assumptions, or integration suggestions.
+
 ## Guardrails
 
 These are synthetic examples only.
@@ -77,14 +100,6 @@ No delivery authorization was granted.
 
 Human approval required before any external interpretation or real-world action.
 
-## Related project
-
-GitHub:
-https://github.com/chevy155/Aether-build-protocol
-
-Space:
-https://huggingface.co/spaces/lonestar155/aether-cad-to-agent-sandbox
-
 ## Feedback requested
 
 Useful feedback includes: