docs: profile scheme across guides, notes, and generated catalogs; Agent Note

Update every doc referencing base.cordis.yml/web.cordis.yml, --config, -p, or
$DSH_HOME/config.yaml to the profile vocabulary with bilingual counterparts
re-recorded; regenerate the catalogs and graphs; add the
profile-plugin-bundles Agent Note recording the design and its rejected
alternatives.

docs/user/guide/quickstart.md

@@ -53,7 +53,7 @@ Open `http://127.0.0.1:3080`. The agent can read and write files, run commands,
 
 ## What happened
 
-headless-agent uses the `@deepseek-ai/dsh-cli-demo` app. `dsh web` instead composes [`apps/cli/config/base.cordis.yml`](../../../apps/cli/config/base.cordis.yml) with [`apps/cli/config/web.cordis.yml`](../../../apps/cli/config/web.cordis.yml) and no app bundle. Both select the DeepSeek model and capability plugins appropriate to their entry mode.
+headless-agent uses the `@deepseek-ai/dsh-cli-demo` app. `dsh web` instead boots the `web` profile: the [`dsh-base`](../../../packages/bundle/base/cordis.patch.yml) and [`dsh-web-app`](../../../packages/bundle/web-app/cordis.patch.yml) bundle patch layers composed over an empty root. Both select the DeepSeek model and capability plugins appropriate to their entry mode.
 
 ## Next steps