~/.config/nvim
################
βββ after
βββ ansi
βΒ Β βββ apple.sh
βΒ Β βββ gopher.sh
βββ citation.bib
βββ CITATION.cff
βββ dbx.lua
βββ diverflake.nix
βββ docs
βΒ Β βββ _build
βΒ Β βββ conf.py
βΒ Β βββ howto.tex
βΒ Β βββ index.rst
βΒ Β βββ make.bat
βΒ Β βββ Makefile
βΒ Β βββ README.md
βΒ Β βββ _static
βΒ Β βββ _templates
βββ dsdt.dat
βββ fixers
βΒ Β βββ alejandra.lua
βΒ Β βββ blackd.lua
βΒ Β βββ cookstyle.lua
βΒ Β βββ css-beautify.lua
βΒ Β βββ cssbeautify.lua
βΒ Β βββ gofumpt.lua
βΒ Β βββ goimports.lua
βΒ Β βββ htmlbeautify.lua
βΒ Β βββ phpcsfixer.lua
βΒ Β βββ shellharden.lua
βΒ Β βββ sql-formatter.lua
βββ flake.lock
βββ flake.nix
βββ ftdetect
βΒ Β βββ alloy.lua
βΒ Β βββ cypher.lua
βΒ Β βββ filetype.lua
βΒ Β βββ git.lua
βΒ Β βββ handlebar.lua
βΒ Β βββ schelp.lua
βΒ Β βββ supercollider.lua
βΒ Β βββ tsx.lua
βββ ftplugin
βΒ Β βββ gleam.lua
βΒ Β βββ markdown.lua
βββ ignore.rg
βββ init.lua
βββ lazy-lock.json
βββ LICENSE-AGPL
βββ LICENSE-QCDA
βββ linters
βΒ Β βββ actionlint.lua
βΒ Β βββ alex.lua
βΒ Β βββ ameba.lua
βΒ Β βββ ansible_lint.lua
βΒ Β βββ apkbuild-lint.lua
βΒ Β βββ bandit.lua
βΒ Β βββ bashate.lua
βΒ Β βββ bashlint.lua
βΒ Β βββ bash.lua
βΒ Β βββ bibclean.lua
βΒ Β βββ buildifier.lua
βΒ Β βββ clangtidy.lua
βΒ Β βββ clj-kondo.lua
βΒ Β βββ cmake-lint.lua
βΒ Β βββ cookstyle.lua
βΒ Β βββ cypher-lint.lua
βΒ Β βββ cython-lint.lua
βΒ Β βββ deadnix.lua
βΒ Β βββ desktopval.lua
βΒ Β βββ eslint_d.lua
βΒ Β βββ fish.lua
βΒ Β βββ golangcilint.lua
βΒ Β βββ htmlhint.lua
βΒ Β βββ init.lua
βΒ Β βββ joker.lua
βΒ Β βββ lint-openapi.lua
βΒ Β βββ llvm-mc.lua
βΒ Β βββ luacheck.lua
βΒ Β βββ luac.lua
βΒ Β βββ naga.lua
βΒ Β βββ nvcc.lua
βΒ Β βββ revive.lua
βΒ Β βββ scarb.lua
βΒ Β βββ secfixes-check.lua
βΒ Β βββ shellcheck.lua
βΒ Β βββ sphinx-lint.lua
βΒ Β βββ statix.lua
βΒ Β βββ tflint.lua
βΒ Β βββ vulture.lua
βΒ Β βββ writegood.lua
βΒ Β βββ yara.lua
βΒ Β βββ zlint.lua
βββ lsp
βΒ Β βββ ada_ls.lua
βΒ Β βββ agda_ls.lua
βΒ Β βββ aiken_ls.lua
βΒ Β βββ ai_ls.lua
βΒ Β βββ air_ls.lua
βΒ Β βββ alloy_ls.lua
βΒ Β βββ angular_ls.lua
βΒ Β βββ ansible_ls.lua
βΒ Β βββ antlers_ls.lua
βΒ Β βββ apex_ls.lua
βΒ Β βββ arduino_ls.lua
βΒ Β βββ asm_ls.lua
βΒ Β βββ astgrep_ls.lua
βΒ Β βββ astro_ls.lua
βΒ Β βββ atlas_ls.lua
βΒ Β βββ atopile_ls.lua
βΒ Β βββ autohotkey_ls.lua
βΒ Β βββ autotoo_ls.lua
βΒ Β βββ awk_ls.lua
βΒ Β βββ azurepipelines_ls.lua
βΒ Β βββ bacon_ls.lua
βΒ Β βββ basedpy_ls.lua
βΒ Β βββ bash_ls.lua
βΒ Β βββ basics_ls.lua
βΒ Β βββ bazelrc_ls.lua
βΒ Β βββ beancount_ls.lua
βΒ Β βββ bicep_ls.lua
βΒ Β βββ biome_ls.lua
βΒ Β βββ bitbake_ls.lua
βΒ Β βββ blueprint_ls.lua
βΒ Β βββ bq_ls.lua
βΒ Β βββ brioche_ls.lua
βΒ Β βββ bsc_ls.lua
βΒ Β βββ buck2_ls.lua
βΒ Β βββ buf_ls.lua
βΒ Β βββ bzl_ls.lua
βΒ Β βββ c3_ls.lua
βΒ Β βββ cairo_ls.lua
βΒ Β βββ cds_ls.lua
βΒ Β βββ clangd_ls.lua
βΒ Β βββ clarinet_ls.lua
βΒ Β βββ clojure_ls.lua
βΒ Β βββ cmake_ls.lua
βΒ Β βββ codebook_ls.lua
βΒ Β βββ contextive_ls.lua
βΒ Β βββ copilot_ls.lua
βΒ Β βββ coq_ls.lua
βΒ Β βββ crystalline_ls.lua
βΒ Β βββ csharp_ls.lua
βΒ Β βββ cspell_ls.lua
βΒ Β βββ css_ls.lua
βΒ Β βββ cssmodule_ls.lua
βΒ Β βββ cssvariable_ls.lua
βΒ Β βββ cucumber_ls.lua
βΒ Β βββ customelements_ls.lua
βΒ Β βββ cypher_ls.lua
βΒ Β βββ dart_ls.lua
βΒ Β βββ deno_ls.lua
βΒ Β βββ diagnostic_ls.lua
βΒ Β βββ dj_ls.lua
βΒ Β βββ djt_ls.lua
βΒ Β βββ dockercompose_ls.lua
βΒ Β βββ docker_ls.lua
βΒ Β βββ dolmen_ls.lua
βΒ Β βββ dot_ls.lua
βΒ Β βββ dprint_ls.lua
βΒ Β βββ dts_ls.lua
βΒ Β βββ elixir_ls.lua
βΒ Β βββ elm_ls.lua
βΒ Β βββ elp_ls.lua
βΒ Β βββ ember_ls.lua
βΒ Β βββ emmet_ls.lua
βΒ Β βββ emmylua_ls.lua
βΒ Β βββ esbonio_ls.lua
βΒ Β βββ eslint_ls.lua
βΒ Β βββ facility_ls.lua
βΒ Β βββ fennel_ls.lua
βΒ Β βββ fish_ls.lua
βΒ Β βββ flow_ls.lua
βΒ Β βββ flux_ls.lua
βΒ Β βββ foam_ls.lua
βΒ Β βββ fort_ls.lua
βΒ Β βββ fsautocomplete_ls.lua
βΒ Β βββ fsharp_ls.lua
βΒ Β βββ fstar_ls.lua
βΒ Β βββ gdscript_ls.lua
βΒ Β βββ gdshader_ls.lua
βΒ Β βββ ghactions_ls.lua
βΒ Β βββ ghcide_ls.lua
βΒ Β βββ ghdl_ls.lua
βΒ Β βββ gitlabci_ls.lua
βΒ Β βββ glasgow_ls.lua
βΒ Β βββ gleam_ls.lua
βΒ Β βββ glint_ls.lua
βΒ Β βββ glslana_ls.lua
βΒ Β βββ golangcilint_ls.lua
βΒ Β βββ gop_ls.lua
βΒ Β βββ graphql_ls.lua
βΒ Β βββ groovy_ls.lua
βΒ Β βββ harper_ls.lua
βΒ Β βββ haxe_ls.lua
βΒ Β βββ helm_ls.lua
βΒ Β βββ herb_ls.lua
βΒ Β βββ h_ls.lua
βΒ Β βββ hoon_ls.lua
βΒ Β βββ html_ls.lua
βΒ Β βββ htmx_ls.lua
βΒ Β βββ hydra_ls.lua
βΒ Β βββ hypr_ls.lua
βΒ Β βββ init.lua
βΒ Β βββ intelephense_ls.lua
βΒ Β βββ java_ls.lua
βΒ Β βββ jdt_ls.lua
βΒ Β βββ jinja_ls.lua
βΒ Β βββ jq_ls.lua
βΒ Β βββ json_ls.lua
βΒ Β βββ jsonnet_ls.lua
βΒ Β βββ julia_ls.lua
βΒ Β βββ just_ls.lua
βΒ Β βββ kotlin_ls.lua
βΒ Β βββ kulala_ls.lua
βΒ Β βββ laravel_ls.lua
βΒ Β βββ lean_ls.lua
βΒ Β βββ lemminx_ls.lua
βΒ Β βββ ltex_ls.lua
βΒ Β βββ ltexplus_ls.lua
βΒ Β βββ lua_ls.lua
βΒ Β βββ luau_ls.lua
βΒ Β βββ lwc_ls.lua
βΒ Β βββ m68k_ls.lua
βΒ Β βββ makelint_ls.lua
βΒ Β βββ markdown_oxide.lua
βΒ Β βββ markojs_ls.lua
βΒ Β βββ marksman_ls.lua
βΒ Β βββ matlab_ls.lua
βΒ Β βββ mdxana_ls.lua
βΒ Β βββ metals_ls.lua
βΒ Β βββ millet_ls.lua
βΒ Β βββ mint_ls.lua
βΒ Β βββ mlir_ls.lua
βΒ Β βββ mlirpdll_ls.lua
βΒ Β βββ mm0_ls.lua
βΒ Β βββ moveana_ls.lua
βΒ Β βββ msbuildptoo_ls.lua
βΒ Β βββ muon_ls.lua
βΒ Β βββ mutt_ls.lua
βΒ Β βββ neocmake_ls.lua
βΒ Β βββ nextflow_ls.lua
βΒ Β βββ nginx_ls.lua
βΒ Β βββ nickel_ls.lua
βΒ Β βββ nil_ls.lua
βΒ Β βββ nixd_ls.lua
βΒ Β βββ nomad_ls.lua
βΒ Β βββ ntt_ls.lua
βΒ Β βββ nu_ls.lua
βΒ Β βββ nx_ls.lua
βΒ Β βββ ocaml_ls.lua
βΒ Β βββ o_ls.lua
βΒ Β βββ omnisharp_ls.lua
βΒ Β βββ opencl_ls.lua
βΒ Β βββ openscad_ls.lua
βΒ Β βββ oxlint_ls.lua
βΒ Β βββ pas_ls.lua
βΒ Β βββ pb_ls.lua
βΒ Β βββ perl_ls.lua
βΒ Β βββ perlnav_ls.lua
βΒ Β βββ phan_ls.lua
βΒ Β βββ phpactor_ls.lua
βΒ Β βββ please_ls.lua
βΒ Β βββ p_ls.lua
βΒ Β βββ postgres_ls.lua
βΒ Β βββ postgrestoo_ls.lua
βΒ Β βββ prisma_ls.lua
βΒ Β βββ prosemd_ls.lua
βΒ Β βββ proto_ls.lua
βΒ Β βββ psalm_ls.lua
βΒ Β βββ pug_ls.lua
βΒ Β βββ puppet_ls.lua
βΒ Β βββ purescript_ls.lua
βΒ Β βββ pwrshelles_ls.lua
βΒ Β βββ pyrefly_ls.lua
βΒ Β βββ qml_ls.lua
βΒ Β βββ quicklintjs_ls.lua
βΒ Β βββ README.md
βΒ Β βββ regal_ls.lua
βΒ Β βββ rego_ls.lua
βΒ Β βββ remark_ls.lua
βΒ Β βββ rescript_ls.lua
βΒ Β βββ rnix_ls.lua
βΒ Β βββ robotcode_ls.lua
βΒ Β βββ robotframework_ls.lua
βΒ Β βββ rocq_ls.lua
βΒ Β βββ roslyn_ls.lua
βΒ Β βββ rpmspec_ls.lua
βΒ Β βββ rubocop_ls.lua
βΒ Β βββ ruby_ls.lua
βΒ Β βββ ruff_ls.lua
βΒ Β βββ rune_ls.lua
βΒ Β βββ rustana_ls.lua
βΒ Β βββ selene3p_ls.lua
βΒ Β βββ selene_ls.lua
βΒ Β βββ served_ls.lua
βΒ Β βββ slangd_ls.lua
βΒ Β βββ slint_ls.lua
βΒ Β βββ smarty_ls.lua
βΒ Β βββ smithy_ls.lua
βΒ Β βββ snakeskin_ls.lua
βΒ Β βββ solang_ls.lua
βΒ Β βββ solargraph_ls.lua
βΒ Β βββ solc_ls.lua
βΒ Β βββ solidity_ls.lua
βΒ Β βββ solidnomic_ls.lua
βΒ Β βββ somesass_ls.lua
βΒ Β βββ sorbet_ls.lua
βΒ Β βββ spectral_ls.lua
βΒ Β βββ spyglass_ls.lua
βΒ Β βββ sq_ls.lua
βΒ Β βββ sqruff_ls.lua
βΒ Β βββ standardrb_ls.lua
βΒ Β βββ starlark_ls.lua
βΒ Β βββ statix_ls.lua
βΒ Β βββ steep_ls.lua
βΒ Β βββ stimulus_ls.lua
βΒ Β βββ stylua3p_ls.lua
βΒ Β βββ stylua_ls.lua
βΒ Β βββ superhtml_ls.lua
βΒ Β βββ svelte_ls.lua
βΒ Β βββ svlang_ls.lua
βΒ Β βββ sv_ls.lua
βΒ Β βββ syntaxtree_ls.lua
βΒ Β βββ systemd_ls.lua
βΒ Β βββ tailwindcss_ls.lua
βΒ Β βββ taplo_ls.lua
βΒ Β βββ tcl_ls.lua
βΒ Β βββ templ_ls.lua
βΒ Β βββ termux_ls.lua
βΒ Β βββ terraform_ls.lua
βΒ Β βββ texlab_ls.lua
βΒ Β βββ text_ls.lua
βΒ Β βββ tflint_Ls.lua
βΒ Β βββ tinymist_ls.lua
βΒ Β βββ tofu_ls.lua
βΒ Β βββ tombi_ls.lua
βΒ Β βββ tsgo_ls.lua
βΒ Β βββ ts_ls.lua
βΒ Β βββ tsp_ls.lua
βΒ Β βββ tsquery_ls.lua
βΒ Β βββ ttags_ls.lua
βΒ Β βββ turbo_ls.lua
βΒ Β βββ turtle_ls.lua
βΒ Β βββ tvmffinav_ls.lua
βΒ Β βββ twiggy_ls.lua
βΒ Β βββ ty_ls.lua
βΒ Β βββ typeprof_ls.lua
βΒ Β βββ ungrammar_ls.lua
βΒ Β βββ unocss_ls.lua
βΒ Β βββ uv_ls.lua
βΒ Β βββ vacuum_ls.lua
βΒ Β βββ vectorcode_ls.lua
βΒ Β βββ verible_ls.lua
βΒ Β βββ veryl_ls.lua
βΒ Β βββ vespa_ls.lua
βΒ Β βββ vhdl_ls.lua
βΒ Β βββ vim_ls.lua
βΒ Β βββ vts_ls.lua
βΒ Β βββ vue_ls.lua
βΒ Β βββ wasmlangtoo_ls.lua
βΒ Β βββ wc_ls.lua
βΒ Β βββ wgslana_ls.lua
βΒ Β βββ yaml_ls.lua
βΒ Β βββ ziggy_ls.lua
βΒ Β βββ ziggyschema_ls.lua
βΒ Β βββ zk_ls.lua
βΒ Β βββ z_ls.lua
βββ lua
βΒ Β βββ config
βΒ Β βΒ Β βββ cicd
βΒ Β βΒ Β βΒ Β βββ ansible.lua
βΒ Β βΒ Β βΒ Β βββ json.lua
βΒ Β βΒ Β βΒ Β βββ shell.lua
βΒ Β βΒ Β βΒ Β βββ sops.lua
βΒ Β βΒ Β βββ cloud
βΒ Β βΒ Β βΒ Β βββ containers.lua
βΒ Β βΒ Β βΒ Β βββ sshfs.lua
βΒ Β βΒ Β βββ core
βΒ Β βΒ Β βΒ Β βββ autocmds.lua
βΒ Β βΒ Β βΒ Β βββ fixer.lua
βΒ Β βΒ Β βΒ Β βββ flash.lua
βΒ Β βΒ Β βΒ Β βββ init.lua
βΒ Β βΒ Β βΒ Β βββ lint.lua
βΒ Β βΒ Β βΒ Β βββ lsp.lua
βΒ Β βΒ Β βΒ Β βββ neotest.lua
βΒ Β βΒ Β βΒ Β βββ parser.lua
βΒ Β βΒ Β βΒ Β βββ plenary.lua
βΒ Β βΒ Β βΒ Β βββ schema.lua
βΒ Β βΒ Β βΒ Β βββ tree.lua
βΒ Β βΒ Β βΒ Β βββ trouble.lua
βΒ Β βΒ Β βΒ Β βββ whichkey.lua
βΒ Β βΒ Β βββ data
βΒ Β βΒ Β βΒ Β βββ common.lua
βΒ Β βΒ Β βΒ Β βββ mysql.lua
βΒ Β βΒ Β βΒ Β βββ psql.lua
βΒ Β βΒ Β βΒ Β βββ sqlite.lua
βΒ Β βΒ Β βΒ Β βββ sql.lua
βΒ Β βΒ Β βββ edu
βΒ Β βΒ Β βΒ Β βββ zotcite.lua
βΒ Β βΒ Β βββ init.lua
βΒ Β βΒ Β βββ keymaps.lua
βΒ Β βΒ Β βββ lang
βΒ Β βΒ Β βΒ Β βββ cmp.lua
βΒ Β βΒ Β βΒ Β βββ go.lua
βΒ Β βΒ Β βΒ Β βββ js.lua
βΒ Β βΒ Β βΒ Β βββ julia.lua
βΒ Β βΒ Β βΒ Β βββ latex.lua
βΒ Β βΒ Β βΒ Β βββ lua.lua
βΒ Β βΒ Β βΒ Β βββ mojo.lua
βΒ Β βΒ Β βΒ Β βββ nix.lua
βΒ Β βΒ Β βΒ Β βββ php.lua
βΒ Β βΒ Β βΒ Β βββ python.lua
βΒ Β βΒ Β βΒ Β βββ ruby.lua
βΒ Β βΒ Β βΒ Β βββ rust.lua
βΒ Β βΒ Β βΒ Β βββ scala.lua
βΒ Β βΒ Β βΒ Β βββ ts.lua
βΒ Β βΒ Β βΒ Β βββ zig.lua
βΒ Β βΒ Β βββ lazy.lua
βΒ Β βΒ Β βββ nav
βΒ Β βΒ Β βΒ Β βββ fzf.lua
βΒ Β βΒ Β βΒ Β βββ harpoon.lua
βΒ Β βΒ Β βΒ Β βββ neotree.lua
βΒ Β βΒ Β βββ ui
βΒ Β βΒ Β βββ css.lua
βΒ Β βΒ Β βββ icons.lua
βΒ Β βΒ Β βββ illuminate.lua
βΒ Β βΒ Β βββ line.lua
βΒ Β βΒ Β βββ md.lua
βΒ Β βΒ Β βββ render.lua
βΒ Β βΒ Β βββ themes.lua
βΒ Β βββ mappings
βΒ Β βΒ Β βββ aimap.lua
βΒ Β βΒ Β βββ cicdmap.lua
βΒ Β βΒ Β βββ datamap.lua
βΒ Β βΒ Β βββ ddxmap.lua
βΒ Β βΒ Β βββ disable.lua
βΒ Β βΒ Β βββ genmap.lua
βΒ Β βΒ Β βββ init.lua
βΒ Β βΒ Β βββ lintmap.lua
βΒ Β βΒ Β βββ lspmap.lua
βΒ Β βΒ Β βββ mojomap.lua
βΒ Β βΒ Β βββ navmap.lua
βΒ Β βΒ Β βββ pymap.lua
βΒ Β βββ plugins
βΒ Β βΒ Β βββ ai
βΒ Β βΒ Β βΒ Β βββ augment.lua
βΒ Β βΒ Β βΒ Β βββ miniai.lua
βΒ Β βΒ Β βββ cicd
βΒ Β βΒ Β βΒ Β βββ ansible.lua
βΒ Β βΒ Β βΒ Β βββ containers.lua
βΒ Β βΒ Β βΒ Β βββ filetype.lua
βΒ Β βΒ Β βΒ Β βββ git.lua
βΒ Β βΒ Β βΒ Β βββ mail.lua
βΒ Β βΒ Β βΒ Β βββ sops.lua
βΒ Β βΒ Β βββ cloud
βΒ Β βΒ Β βΒ Β βββ distant.lua
βΒ Β βΒ Β βΒ Β βββ fire.lua
βΒ Β βΒ Β βΒ Β βββ mail.lua
βΒ Β βΒ Β βΒ Β βββ qpg.lua
βΒ Β βΒ Β βΒ Β βββ remote.lua
βΒ Β βΒ Β βΒ Β βββ sshfs.lua
βΒ Β βΒ Β βΒ Β βββ websocket.lua
βΒ Β βΒ Β βββ core
βΒ Β βΒ Β βΒ Β βββ cheatsheet.lua
βΒ Β βΒ Β βΒ Β βββ coq.lua
βΒ Β βΒ Β βΒ Β βββ flash.lua
βΒ Β βΒ Β βΒ Β βββ init.lua
βΒ Β βΒ Β βΒ Β βββ neotest.lua
βΒ Β βΒ Β βΒ Β βββ plenary.lua
βΒ Β βΒ Β βΒ Β βββ tree.lua
βΒ Β βΒ Β βΒ Β βββ trouble.lua
βΒ Β βΒ Β βΒ Β βββ whichkey.lua
βΒ Β βΒ Β βββ data
βΒ Β βΒ Β βΒ Β βββ csv.lua
βΒ Β βΒ Β βΒ Β βββ dadbod.lua
βΒ Β βΒ Β βΒ Β βββ init.lua
βΒ Β βΒ Β βΒ Β βββ large.lua
βΒ Β βΒ Β βΒ Β βββ sqlite.lua
βΒ Β βΒ Β βΒ Β βββ toggle.lua
βΒ Β βΒ Β βββ edu
βΒ Β βΒ Β βΒ Β βββ indent.lua
βΒ Β βΒ Β βΒ Β βββ scnvim.lua
βΒ Β βΒ Β βΒ Β βββ stt.lua
βΒ Β βΒ Β βΒ Β βββ twilight.lua
βΒ Β βΒ Β βββ init.lua
βΒ Β βΒ Β βββ lang
βΒ Β βΒ Β βΒ Β βββ go.lua
βΒ Β βΒ Β βΒ Β βββ lua.lua
βΒ Β βΒ Β βΒ Β βββ ts.lua
βΒ Β βΒ Β βββ nav
βΒ Β βΒ Β βΒ Β βββ fzf.lua
βΒ Β βΒ Β βΒ Β βββ harpoon.lua
βΒ Β βΒ Β βΒ Β βββ neorg.lua
βΒ Β βΒ Β βΒ Β βββ neotree.lua
βΒ Β βΒ Β βΒ Β βββ w3m.lua
βΒ Β βΒ Β βΒ Β βββ windowpick.lua
βΒ Β βΒ Β βββ ui
βΒ Β βΒ Β βββ bufferline.lua
βΒ Β βΒ Β βββ css.lua
βΒ Β βΒ Β βββ icons.lua
βΒ Β βΒ Β βββ illum.lua
βΒ Β βΒ Β βββ init.lua
βΒ Β βΒ Β βββ line.lua
βΒ Β βΒ Β βββ md.lua
βΒ Β βΒ Β βββ noice.lua
βΒ Β βΒ Β βββ themes.lua
βΒ Β βΒ Β βββ unreal.lua
βΒ Β βββ types
βΒ Β βΒ Β βββ cicd
βΒ Β βΒ Β βββ config
βΒ Β βΒ Β βΒ Β βββ lazy.lua
βΒ Β βΒ Β βΒ Β βββ options.lua
βΒ Β βΒ Β βββ core
βΒ Β βΒ Β βΒ Β βββ autocmds.lua
βΒ Β βΒ Β βΒ Β βββ fixer.lua
βΒ Β βΒ Β βΒ Β βββ lint.lua
βΒ Β βΒ Β βΒ Β βββ lsp.lua
βΒ Β βΒ Β βΒ Β βββ plenary.lua
βΒ Β βΒ Β βΒ Β βββ quickfix.lua
βΒ Β βΒ Β βΒ Β βββ schema.lua
βΒ Β βΒ Β βΒ Β βββ vim.lua
βΒ Β βΒ Β βββ edu
βΒ Β βΒ Β βββ init.lua
βΒ Β βΒ Β βββ lang
βΒ Β βΒ Β βΒ Β βββ cmp.lua
βΒ Β βΒ Β βΒ Β βββ conform.lua
βΒ Β βΒ Β βΒ Β βββ go.lua
βΒ Β βΒ Β βΒ Β βββ lua.lua
βΒ Β βΒ Β βΒ Β βββ nix.lua
βΒ Β βΒ Β βΒ Β βββ ts.lua
βΒ Β βΒ Β βΒ Β βββ zig.lua
βΒ Β βΒ Β βββ ui
βΒ Β βΒ Β βββ html.lua
βΒ Β βΒ Β βββ line.lua
βΒ Β βΒ Β βββ md.lua
βΒ Β βββ utils
βΒ Β βββ clipboard.lua
βΒ Β βββ core
βΒ Β βββ dictionary
βΒ Β βΒ Β βββ en.utf-8.add
βΒ Β βΒ Β βββ words.txt
βΒ Β βββ environ.lua
βΒ Β βββ init.lua
βΒ Β βββ lang
βΒ Β βΒ Β βββ go.lua
βΒ Β βΒ Β βββ lua.lua
βΒ Β βΒ Β βββ python.lua
βΒ Β βΒ Β βββ rust.lua
βΒ Β βΒ Β βββ scala.lua
βΒ Β βββ safe_require.lua
βΒ Β βββ ui.lua
βββ manifest
βββ markdown.css
βββ nvim-pack-lock.json
βββ qonfig.yaml
βββ README.md
βββ renovate.jsonc
βββ resources
βΒ Β βββ head.tex
βββ scripts
βΒ Β βββ cargo.sh
βΒ Β βββ find_and_edit.sh
βΒ Β βββ generate
βΒ Β βββ installers
βΒ Β βΒ Β βββ go-tools.sh
βΒ Β βΒ Β βββ tmux.sh
βΒ Β βββ js.sh
βΒ Β βββ quickstart.sh
βΒ Β βββ ruby.sh
βββ snippets
βΒ Β βββ lua.json5
βββ spell
βΒ Β βββ en.utf-8.add
βββ undo
βββ vim.toml
βββ vim.yml
50 directories, 528 filesπ§ About Qompass AI
Matthew A. Porter
Former Intelligence Officer
Educator & Learner
DeepTech Founder & CEO
π₯ How Do I Support
ποΈ Qompass AI Pre-Seed Funding 2023-2025 π Amount π Date RJOS/Zimmer Biomet Research Grant $30,000 March 2024 Pathfinders Intern Program
View on LinkedIn$2,000 October 2024
Frequently Asked Questions
Q: How do you mitigate against bias?
TLDR - we do math to make AI ethically useful
A: We delineate between mathematical bias (MB) - a fundamental parameter in neural network equations - and algorithmic/social bias (ASB). While MB is optimized during model training through backpropagation, ASB requires careful consideration of data sources, model architecture, and deployment strategies. We implement attention mechanisms for improved input processing and use legal open-source data and secure web-search APIs to help mitigate ASB.
AAMC AI Guidelines | One way to align AI against ASB
AI Math at a glance
Forward Propagation Algorithm
$$ y = w_1x_1 + w_2x_2 + ... + w_nx_n + b $$
Where:
-
$y$ represents the model output -
$(x_1, x_2, ..., x_n)$ are input features -
$(w_1, w_2, ..., w_n)$ are feature weights -
$b$ is the bias term
Neural Network Activation
For neural networks, the bias term is incorporated before activation:
$$ z = \sum_{i=1}^{n} w_ix_i + b $$ $$ a = \sigma(z) $$
Where:
-
$z$ is the weighted sum plus bias -
$a$ is the activation output -
$\sigma$ is the activation function
Attention Mechanism- aka what makes the Transformer (The "T" in ChatGPT) powerful
The Attention mechanism equation is:
$$ Attention(Q, K, V) = softmax(\frac{QK^T}{\sqrt{d_k}})V $$
Where:
-
$Q$ represents the Query matrix -
$K$ represents the Key matrix -
$V$ represents the Value matrix -
$d_k$ is the dimension of the key vectors -
$\text{softmax}(\cdot)$ normalizes scores to sum to 1
Q: Do I have to buy a Linux computer to use this? I don't have time for that!
A: No. You can run Linux and/or the tools we share alongside your existing operating system:
- Windows users can use Windows Subsystem for Linux WSL
- Mac users can use Homebrew
- The code-base instructions were developed with both beginners and advanced users in mind.
Q: Do you have to get a masters in AI?
A: Not if you don't want to. To get competent enough to get past ChatGPT dependence at least, you just need a computer and a beginning's mindset. Huggingface is a good place to start.
Q: What makes a "small" AI model?
A: AI models ~=10 billion(10B) parameters and below. For comparison, OpenAI's GPT4o contains approximately 200B parameters.
What a Dual-License Means
The dual licensing aims to address the cybersecurity gap that disproportionately affects underserved populations. As highlighted by recent attacks[1], low-income residents, seniors, and foreign language speakers face higher-than-average risks of being victims of cyberattacks. By offering both open-source and commercial licensing options, we encourage the development of cybersecurity solutions that can reach these vulnerable groups while also enabling sustainable development and support.
The AGPL-3.0 license ensures that any modifications to the software remain open source, preventing bad actors from creating closed-source variants that could be used for exploitation. This is especially crucial given the rising threats to vulnerable communities, including children in educational settings. The attack on Minneapolis Public Schools, which resulted in the leak of 300,000 files and a $1 million ransom demand, highlights the importance of transparency and security[8].
The commercial license option allows for tailored solutions in critical sectors such as healthcare, which has seen significant impacts from cyberattacks. For example, the recent Change Healthcare attack[4] affected millions of Americans and caused widespread disruption for hospitals and other providers. In January 2025, CISA[2] and FDA[3] jointly warned of critical backdoor vulnerabilities in Contec CMS8000 patient monitors, revealing how medical devices could be compromised for unauthorized remote access and patient data manipulation.
The dual licensing model supports initiatives like the Cybersecurity and Infrastructure Security Agency (CISA) efforts to improve cybersecurity awareness[7] in "target rich" sectors, including K-12 education[5]. By allowing both open-source and commercial use, we aim to facilitate the development of tools that support these critical awareness and protection efforts.
The unfortunate reality is that too many individuals and organizations have gone into a frenzy in every facet of our daily lives[6]. These unfortunate folks identify themselves with their talk of "10X" returns and building towards Artificial General Intelligence aka "AGI" while offering GPT wrappers. Our dual licensing approach aims to acknowledge this deeply concerning predatory paradigm with clear eyes while still operating to bring the best parts of the open-source community with our services and solutions.
Recent attacks underscore the importance of robust cybersecurity measures:
- The Change Healthcare cyberattack in February 2024 affected millions of Americans and caused significant disruption to healthcare providers.
- The White House and Congress jointly designated October 2024 as Cybersecurity Awareness Month. This designation comes with over 100 actions that align the Federal government and public/private sector partners are taking to help every man, woman, and child to safely navigate the age of AI.
By offering both open source and commercial licensing options, we strive to create a balance that promotes innovation and accessibility. We address the complex cybersecurity challenges faced by vulnerable populations and critical infrastructure sectors as the foundation of our solutions, not an afterthought.
[1] International Counter Ransomware Initiative 2024 Joint Statement
[2] Contec CMS8000 Contains a Backdoor
[3] CISA, FDA warn of vulnerabilities in Contec patient monitors
[4] The Top 10 Health Data Breaches of the First Half of 2024
[5] CISA's K-12 Cybersecurity Initiatives
[7] A Proclamation on Cybersecurity Awareness Month, 2024
[8] Minneapolis school district says data breach affected more than 100,000 people