@@ -793,14 +793,18 @@ <h2 id="prompt-management-tools">Prompt Management Tools<a class="headerlink" hr
793793</ ul >
794794< p > These tools help you < em > start</ em > a session.</ p >
795795< p > They do not help you < em > continue</ em > one.</ p >
796- < p > Prompt tools:
797- * inject text at session start
798- * are ephemeral by design
799- * do not evolve with the project</ p >
800- < p > < code > ctx</ code > :
801- * persists knowledge over time
802- * accumulates decisions and learnings
803- * makes the context part of the repository itself</ p >
796+ < p > Prompt tools:</ p >
797+ < ul >
798+ < li > inject text at session start</ li >
799+ < li > are ephemeral by design</ li >
800+ < li > do not evolve with the project</ li >
801+ </ ul >
802+ < p > < code > ctx</ code > :</ p >
803+ < ul >
804+ < li > persists knowledge over time</ li >
805+ < li > accumulates decisions and learnings</ li >
806+ < li > makes the context part of the repository itself</ li >
807+ </ ul >
804808< p > Prompt tooling and < code > ctx</ code > are complementary; not competing.
805809Yet, they operate at different layers.</ p >
806810< hr />
@@ -811,10 +815,12 @@ <h2 id="retrieval-augmented-generation-rag">Retrieval-Augmented Generation (RAG)
811815< li > embed text</ li >
812816< li > retrieve chunks dynamically at runtime</ li >
813817</ ul >
814- < p > They are excellent for:
815- * large knowledge bases
816- * static documentation
817- * reference material</ p >
818+ < p > They are excellent for:</ p >
819+ < ul >
820+ < li > large knowledge bases</ li >
821+ < li > static documentation</ li >
822+ < li > reference material</ li >
823+ </ ul >
818824< p > RAG answers questions like:</ p >
819825< blockquote >
820826< p > “What information might be relevant right now?”</ p >
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