Update README.md

README.md

@@ -13,7 +13,7 @@ pinned: false
 
 ## What we publish
 
-- **Models**: forecasters for space operations, starting with link SNR (signal-to-noise ratio, 1 to 5 minutes ahead) and ground-stationtraffic demand. Each model card states its method, fidelity tier, inputs, and known limits.
+- **Models**: forecasters for space operations, starting with link SNR (signal-to-noise ratio, 1 to 5 minutes ahead) and ground-station traffic demand. Each model card states its method, fidelity tier, inputs, and known limits.
 - **Datasets**: telemetry, topology, and labeled outcomes from our demo fleet, with every vector tagged with its reference frame and time system.
 - **Benchmarks**: prediction-versus-actual evaluations, so you can see how a model performs on real passes before you rely on it.
 
@@ -21,17 +21,18 @@ pinned: false
 
 The same models run behind the Constellation API, so you can go from a notebook to live forecasts on your own fleet:
 
-```bash
+~~~bash
 curl -H "x-api-key: $CONSTELLATION_API_KEY" https://api.constellation.space/topology
+~~~
 
-- Platform: platform.constellation.space. Create a key and load a demo fleet in minutes.
-- Docs: platform.constellation.space/docs
-- Agents: connect Claude, Cursor, or any MCP client to your fleet through our MCP server.
+- **Platform**: [platform.constellation.space](https://platform.constellation.space). Create a key and load a demo fleet in minutes.
+- **Docs**: [platform.constellation.space/docs](https://platform.constellation.space/docs)
+- **Agents**: connect Claude, Cursor, or any MCP client to your fleet through our MCP server.
 
-For students and researchers
+## For students and researchers
 
-Developer-plan allowances are free with a school email. SeeConstellation for Education.
+Developer-plan allowances are free with a school email. See [Constellation for Education](https://platform.constellation.space/education).
 
-Contact
+## Contact
 
-constellation.space · X @constspace · LinkedIn · contact@constellation.space
+[constellation.space](https://constellation.space) · [X @constspace](https://x.com/constspace) · [LinkedIn](https://www.linkedin.com/company/constellationspace) · contact@constellation.space