diff --git a/README.md b/README.md
index 6def458..c118bb7 100644
--- a/README.md
+++ b/README.md
@@ -44,7 +44,7 @@ All products follow the open-core model: MIT discovery/pipeline layers, BSL 1.1
 | [Dipper](https://git.opensourcesolarpunk.com/Circuit-Forge/dipper) | DPPR | 💡 Backlog | Distillery/brewery assistant — fermentation tracking, batch logging, yeast breeding |
 | [Godwit](https://git.opensourcesolarpunk.com/Circuit-Forge/godwit) | GDWT | 💡 Backlog | Emergency identity recovery — camera fingerprint, fuzzy vault, printable docs |
 | [Robin](https://git.opensourcesolarpunk.com/Circuit-Forge/robin) | RBIN | 💭 Concept | Linux migration companion — proactive local LLM assistant for Windows and macOS switchers |
-| [Magpie](https://git.opensourcesolarpunk.com/Circuit-Forge/magpie) | MGPE | 🟡 Internal | Cross-product data gathering and social media management (internal only) |
+| [Magpie](https://git.opensourcesolarpunk.com/Circuit-Forge/magpie) | MGPE | 🟡 Internal | Social media management — community signal crawling (Reddit/Lemmy), campaign scheduling, automated posting (internal only) |
 
 > ★ High-priority for ND/adaptive needs market