index 62c9c21..e603282 100644
@@ -82,6 +82,6 @@ response = client.messages.create(
## the key insight from the manifesto
-> some agents/tools combinations are good where only the description of the skill is loaded and when the model uses it, then the entire thing gets loaded. other times its not as good and all the instructions on how to use every tool are dumped into the initial prompt. — vibe coding manifesto
+> some agents/tools combinations are good where only the description of the skill is loaded and when the model uses it, then the entire thing gets loaded. other times its not as good and all the instructions on how to use every tool are dumped into the initial prompt. — [vibe coding manifesto](https://www.moonflowers.xyz/writing/vibe_coding_manifesto)
write short, precise descriptions. keep instructions focused. a skill that adds 2000 tokens of context to every conversation but only triggers 5% of the time is a net negative.
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