diff --git a/bin/install.ps1 b/bin/install.ps1
index 99e8f8e..bcc5fce 100644
--- a/bin/install.ps1
+++ b/bin/install.ps1
@@ -62,6 +62,8 @@ mkdir $env:LOCALAPPDATA\nvim\after\queries\satysfi
 Invoke-WebRequest -Uri "https://raw.githubusercontent.com/monaqa/tree-sitter-satysfi/master/queries/highlights.scm" -OutFile $env:LOCALAPPDATA\nvim\after\queries\satysfi\highlights.scm
 Invoke-WebRequest -Uri "https://raw.githubusercontent.com/monaqa/tree-sitter-satysfi/master/queries/indents.scm" -OutFile $env:LOCALAPPDATA\nvim\after\queries\satysfi\indents.scm
 Invoke-WebRequest -Uri "https://raw.githubusercontent.com/monaqa/tree-sitter-satysfi/master/queries/matchup.scm" -OutFile $env:LOCALAPPDATA\nvim\after\queries\satysfi\matchup.scm
+mkdir $env:LOCALAPPDATA\nvim\after\queries\julia
+New-Item -ItemType SymbolicLink -Path $env:LOCALAPPDATA\nvim\after\queries\julia\injections.scm -Target (Resolve-Path .\dotfiles\neovim\after\queries\julia\injections.scm)
 # pwsh
 New-Item -ItemType SymbolicLink -Path $PROFILE -Target (Resolve-Path .\dotfiles\pwsh\powershell_profile.ps1) -Force
 New-Item -ItemType SymbolicLink -Path ~\.config\powershell\chezmoi_completion.ps1 -Target (Resolve-Path .\dotfiles\pwsh\chezmoi_completion.ps1) -Force
diff --git a/bin/install.sh b/bin/install.sh
index 357d8a0..09fca0c 100755
--- a/bin/install.sh
+++ b/bin/install.sh
@@ -25,6 +25,7 @@ ln -sf $(pwd)/dotfiles/neovim/init.lua ~/.config/nvim/init.lua
 mkdir -p ~/.config/nvim/lua
 ln -sf $(pwd)/dotfiles/neovim/lua/lualine_setup.lua ~/.config/nvim/lua/lualine_setup.lua
 ln -sf $(pwd)/dotfiles/neovim/lua/term_powershell.lua ~/.config/nvim/lua/term_powershell.lua
+ln -sf $(pwd)/dotfiles/neovim/lua/pluto_nvim.lua ~/.config/nvim/lua/pluto_nvim.lua
 mkdir -p ~/.config/nvim/lua/lspconfig/server_configurations
 ln -sf $(pwd)/dotfiles/neovim/lua/lspconfig/server_configurations/satysfi_ls.lua ~/.config/nvim/lua/lspconfig/server_configurations/satysfi_ls.lua
 mkdir -p ~/.config/nvim/after/ftplugin
@@ -34,6 +35,8 @@ mkdir -p ~/.config/nvim/after/queries/satysfi
 curl -o ~/.config/nvim/after/queries/satysfi/highlights.scm https://raw.githubusercontent.com/monaqa/tree-sitter-satysfi/master/queries/highlights.scm
 curl -o ~/.config/nvim/after/queries/satysfi/indents.scm https://raw.githubusercontent.com/monaqa/tree-sitter-satysfi/master/queries/indents.scm
 curl -o ~/.config/nvim/after/queries/satysfi/matchup.scm https://raw.githubusercontent.com/monaqa/tree-sitter-satysfi/master/queries/matchup.scm
+mkdir -p ~/.config/nvim/after/queries/julia
+ln -sf $(pwd)/dotfiles/neovim/after/queries/julia/injections.scm ~/.config/nvim/after/queries/julia/injections.scm
 mkdir -p ~/.config/nvim/luasnippets
 ln -sf $(pwd)/dotfiles/neovim/luasnippets/all.lua ~/.config/nvim/luasnippets/all.lua
 mkdir -p ~/.config/nvim/luasnippets/satysfi
diff --git a/bin/neovim/update_julials.jl b/bin/neovim/update_julials.jl
index ffb3e1f..935848c 100644
--- a/bin/neovim/update_julials.jl
+++ b/bin/neovim/update_julials.jl
@@ -3,7 +3,10 @@ project_path = joinpath(homedir(), ".julia", "environments", "nvim-lspconfig")
 cd(project_path)
 @info "now at " pwd()
 run(`julia --project=. -e 'using Pkg; Pkg.update()'`)
-read("precompile_exec_head.jl", String) * read("tracecompile.jl", String) |> (b -> write("precompile_exec.jl", b))
+compile_traces = Iterators.filter(eachline("tracecompile.jl")) do line
+    !startswith(line, '#') && !occursin(r"\#\d+\#\d+", line)
+end |> join
+read("precompile_exec_head.jl", String) * compile_traces |> (b -> write("precompile_exec.jl", b))
 @info "compiling sysimage..."
 run(`julia --project=. -e 'using PackageCompiler; create_sysimage(["LanguageServer"], sysimage_path = "sys-ls.so", precompile_execution_file = ["precompile_exec.jl"])'`)
 @info "post precompile"
diff --git a/dotfiles/neovim/after/queries/julia/injections.scm b/dotfiles/neovim/after/queries/julia/injections.scm
new file mode 100644
index 0000000..60d3f24
--- /dev/null
+++ b/dotfiles/neovim/after/queries/julia/injections.scm
@@ -0,0 +1,7 @@
+;; extends
+
+((prefixed_string_literal
+  prefix: (identifier) @_prefix) @injection.content
+  (#eq? @_prefix "md")
+  (#set! injection.language "markdown")
+  (#offset! @injection.content 0 2 0 -1))