Muse Spark 1.3 (max)

Meta · mini-SWE-agent · Rank #2

2.5%
Resolved help_outline Percentage of instances fully solved as measured by hidden behavioral tests.
25.0%
Almost Resolved help_outline Instances where the agent's solution passes ≥ 95% of all hidden behavioral tests.
$1293
Total Cost help_outline Total API cost in USD across all task instances.
65,037
Total Calls help_outline Total number of LLM calls across all task instances.
200 solutions · Majority by source lines
Original ↓ / Solution → C C++ Go Rust Python
C33 12 36% 1 3% 1 3% 0 19 58%
C++12 0 1 8% 0 0 11 92%
Go46 0 0 38 83% 0 8 17%
Rust107 0 0 7 7% 62 58% 38 36%
Haskell1 0 0 0 0 1 100%
Java1 0 0 1 100% 0 0

Rows are original project languages; columns are the primary languages used in this run.

200 instances
# Repository Lang Score Cost Calls
1 abishekvashok/cmatrix Terminal based "The Matrix" like implementation c 100.0% $2.01 161 trace →
2 simeg/eureka 💡 CLI tool to input and store your ideas without leaving the terminal rs 100.0% $2.07 150 trace →
3 tomarrell/wrapcheck A Go linter to check that errors from external packages are wrapped go 100.0% $2.75 209 trace →
4 wintermute-cell/ngrrram A TUI tool to help you type faster and learn new layouts. Includes a free cat. rs 100.0% $3.22 237 trace →
5 yaa110/nomino Batch rename utility for developers rs 100.0% $3.22 249 trace →
6 chmln/sd Intuitive find & replace CLI (sed alternative) rs 99.8% $2.77 163 trace →
7 agourlay/zip-password-finder Find the password of protected ZIP files. rs 99.7% $2.29 212 trace →
8 wfxr/csview 📠 Pretty and fast csv viewer for cli with cjk/emoji support. rs 99.7% $3.95 211 trace →
9 clog-tool/clog-cli Generate beautiful changelogs from your Git commit history rs 99.7% $3.25 205 trace →
10 kyoh86/richgo Enrich `go test` outputs with text decorations. go 99.6% $2.43 168 trace →
11 shashwatah/jot ⚡Rapid note management for the terminal. rs 99.5% $3.75 243 trace →
12 Byron/dua-cli View disk space usage and delete unwanted data, fast. rs 99.4% $4.70 332 trace →
13 mgdm/htmlq Like jq, but for HTML. rs 99.4% $4.00 268 trace →
14 wfxr/code-minimap 🛰 A high performance code minimap render. rs 99.4% $1.59 157 trace →
15 altdesktop/i3-style 🎨 Make your i3 config a little more stylish. rs 99.3% $5.17 349 trace →
16 ekzhang/bore 🕳 bore is a simple CLI tool for making tunnels to localhost rs 99.2% $3.07 184 trace →
17 tarka/xcp An extended `cp` rs 99.2% $4.49 274 trace →
18 ogham/dog A command-line DNS client. rs 99.0% $3.80 255 trace →
19 raviqqe/muffet Fast website link checker in Go go 99.0% $3.96 278 trace →
20 sstadick/hck A sharp cut(1) clone. rs 98.9% $2.50 183 trace →
21 nachoparker/dutree a tool to analyze file system usage written in Rust rs 98.8% $4.53 315 trace →
22 astro/deadnix Scan Nix files for dead code rs 98.7% $4.81 288 trace →
23 oppiliappan/eva a calculator REPL, similar to bc(1) rs 98.6% $3.29 282 trace →
24 brocode/fblog Small command-line JSON Log viewer rs 98.6% $3.03 248 trace →
25 sitkevij/hex 🔮 Futuristic take on hexdump, made in Rust. rs 98.5% $0.95 118 trace →
26 madler/pigz A parallel implementation of gzip for modern multi-processor, multi-core machines. c 98.1% $4.65 327 trace →
27 jarun/nnn n³ The unorthodox terminal file manager c 97.9% $4.85 269 trace →
28 ismaelgv/rnr A command-line tool to batch rename files and directories rs 97.8% $2.01 231 trace →
29 ajeetdsouza/zoxide A smarter cd command. Supports all major shells. rs 97.6% $4.34 317 trace →
30 kyoheiu/felix tui file manager with vim-like key mapping rs 97.4% $4.95 278 trace →
31 tomnomnom/gron Make JSON greppable! go 97.3% $2.44 178 trace →
32 riquito/tuc When cut doesn't cut it rs 97.2% $1.52 114 trace →
33 rs/curlie The power of curl, the ease of use of httpie. go 97.1% $3.34 247 trace →
34 htop-dev/htop htop - an interactive process viewer c 97.1% $2.56 148 trace →
35 nikolassv/bartib A simple timetracker for the command line. It saves a log of all tracked activities as a plaintext file and allows you to create flexible reports. rs 97.1% $3.15 194 trace →
36 cordx56/rustowl Visualize Ownership and Lifetimes in Rust rs 96.9% $4.23 273 trace →
37 pier-cli/pier A CLI to organize and run short Unix shell scripts rs 96.7% $3.78 211 trace →
38 Miserlou/Loop UNIX's missing `loop` command rs 96.6% $3.57 320 trace →
39 rs/jplot iTerm2 expvar/JSON monitoring tool go 96.6% $2.96 220 trace →
40 sheepla/pingu 🐧ping command but with pingu go 96.6% $2.07 190 trace →
41 quinn-rs/quinn Async-friendly QUIC implementation in Rust rs 96.6% $2.67 194 trace →
42 lz4/lz4 Extremely Fast Compression algorithm c 95.9% $6.62 365 trace →
43 zevv/duc Dude, where are my bytes: Duc, a library and suite of tools for inspecting disk usage c 95.9% $7.23 367 trace →
44 orf/gping Ping, but with a graph rs 95.9% $4.45 271 trace →
45 JohannesKaufmann/html-to-markdown ⚙️ Convert HTML to Markdown. Even works with entire websites and can be extended through rules. go 95.6% $4.85 289 trace →
46 guumaster/hostctl Your dev tool to manage /etc/hosts like a pro! go 95.5% $4.83 242 trace →
47 sharkdp/pastel A command-line tool to generate, analyze, convert and manipulate colors rs 95.4% $6.42 353 trace →
48 eradman/entr Run arbitrary commands when files change c 95.4% $4.75 338 trace →
49 google/brotli Brotli compression format c 95.2% $4.45 258 trace →
50 rhysd/kiro-editor A small terminal UTF-8 text editor written in Rust 📝🦀 rs 95.1% $5.77 303 trace →
51 sharkdp/hyperfine A command-line benchmarking tool rs 94.8% $8.81 498 trace →
52 sirwart/ripsecrets A command-line tool to prevent committing secret keys into your source code rs 94.6% $4.63 251 trace →
53 chmln/handlr A better xdg-utils rs 94.5% $3.62 214 trace →
54 peco/peco Simplistic interactive filtering tool go 94.2% $5.10 340 trace →
55 pemistahl/grex A command-line tool and Rust library with Python bindings for generating regular expressions from user-provided test cases rs 94.1% $5.89 296 trace →
56 git-bahn/git-graph Command line tool to show clear git graphs arranged for your branching model rs 94.0% $15.28 440 trace →
57 rbakbashev/elfcat ELF visualizer. Generates HTML files from ELF binaries. rs 93.4% $4.16 261 trace →
58 hatoo/oha Ohayou(おはよう), HTTP load generator, inspired by rakyll/hey with tui animation. rs 93.4% $17.18 555 trace →
59 naggie/dstask Git powered terminal-based todo/note manager -- markdown note page per task. Single binary! go 93.3% $3.18 216 trace →
60 rust-ethereum/ethabi Encode and decode smart contract invocations rs 93.2% $2.84 227 trace →
61 bensadeh/tailspin 🌀 A log file highlighter rs 93.2% $5.92 323 trace →
62 sibprogrammer/xq Command-line XML and HTML beautifier and content extractor go 93.1% $9.86 431 trace →
63 ggreer/the_silver_searcher A code-searching tool similar to ack, but faster. c 92.5% $2.71 223 trace →
64 oppiliappan/statix lints and suggestions for the nix programming language rs 92.1% $4.33 309 trace →
65 hooklift/gowsdl WSDL2Go code generation as well as its SOAP proxy go 92.1% $5.48 295 trace →
66 facebookresearch/fastText Library for fast text representation and classification. cpp 92.0% $5.21 299 trace →
67 BurntSushi/ripgrep ripgrep recursively searches directories for a regex pattern while respecting your gitignore rs 92.0% $3.42 266 trace →
68 codesnap-rs/codesnap 🦀️📸 Pure Rust tool to generate beautiful code snapshots, provide CLI and Library rs 91.9% $5.24 405 trace →
69 dalance/amber A code search / replace tool rs 91.9% $3.33 232 trace →
70 sclevine/yj CLI - Convert between YAML, TOML, JSON, and HCL. Preserves map order. go 91.8% $10.83 353 trace →
71 noborus/ov 🎑Feature-rich terminal-based text viewer. It is a so-called terminal pager. go 91.5% $5.19 303 trace →
72 TheZoraiz/ascii-image-converter A cross-platform command-line tool to convert images into ascii art and print them on the console. Now supports braille art! go 91.4% $4.07 245 trace →
73 psampaz/go-mod-outdated Find outdated dependencies of your Go projects. go-mod-outdated provides a table view of the go list -u -m -json all command which lists all dependencies of a Go project and their available minor and patch updates. It also provides a way to filter indirect dependencies and dependencies without updates. go 91.2% $0.62 86 trace →
74 trasta298/keifu Git genealogy, untangled. A TUI for navigating commit graphs with color and clarity. rs 91.2% $5.75 375 trace →
75 multiprocessio/dsq Commandline tool for running SQL queries against JSON, CSV, Excel, Parquet, and more. go 91.0% $7.68 511 trace →
76 yoav-lavi/melody Melody is a language that compiles to regular expressions and aims to be more readable and maintainable rs 90.0% $3.69 236 trace →
77 mookid/diffr Yet another diff highlighting tool rs 89.9% $9.46 380 trace →
78 cweill/gotests Automatically generate Go test boilerplate from your source code. go 89.6% $7.74 481 trace →
79 o2sh/onefetch Command-line Git information tool rs 89.4% $7.85 432 trace →
80 segmentio/chamber CLI for managing secrets go 89.1% $5.69 324 trace →
81 cheat/cheat cheat allows you to create and view interactive cheatsheets on the command-line. It was designed to help remind *nix system administrators of options for commands that they use frequently, but not frequently enough to remember. go 88.9% $11.97 622 trace →
82 Y2Z/monolith ⬛️ CLI tool and library for saving complete web pages as a single HTML file rs 88.6% $5.07 311 trace →
83 anordal/shellharden The corrective bash syntax highlighter rs 88.6% $6.67 355 trace →
84 antonmedv/fx Terminal JSON viewer & processor go 88.5% $14.05 592 trace →
85 Canop/rhit A nginx log explorer rs 88.4% $4.20 246 trace →
86 mibk/dupl a tool for code clone detection go 87.9% $5.25 296 trace →
87 hush-shell/hush Hush is a unix shell based on the Lua programming language rs 87.2% $9.53 401 trace →
88 XAMPPRocky/tokei Count your code, quickly. rs 87.2% $18.46 492 trace →
89 nuta/nsh A command-line shell like fish, but POSIX compatible. rs 86.9% $4.63 240 trace →
90 jonas/tig Text-mode interface for git c 86.9% $4.91 256 trace →
91 xorg62/tty-clock Clock using lib ncurses c 86.8% $2.52 159 trace →
92 dundee/gdu Fast disk usage analyzer with console interface written in Go go 86.6% $9.55 370 trace →
93 blacknon/hwatch A modern alternative to the watch command, records the differences in execution results and can check this differences at after. rs 86.5% $7.80 444 trace →
94 NikolaDucak/caps-log A small TUI journaling tool. 📖 cpp 86.2% $8.33 384 trace →
95 astaxie/bat Go implement CLI, cURL-like tool for humans go 86.1% $1.17 144 trace →
96 konradsz/igrep Interactive Grep rs 85.7% $4.45 339 trace →
97 foriequal0/git-trim Automatically trims your branches whose tracking remote refs are merged or stray rs 85.7% $3.63 276 trace →
98 YS-L/flamelens Flamegraph viewer in the terminal rs 85.7% $5.94 275 trace →
99 kisielk/errcheck errcheck checks that you checked errors. go 85.6% $3.65 323 trace →
100 alexpovel/srgn A grep-like tool which understands source code syntax and allows for manipulation in addition to search rs 85.5% $3.70 254 trace →
101 elkowar/pipr A tool to interactively write shell pipelines. rs 85.5% $7.65 344 trace →
102 direnv/direnv unclutter your .profile go 85.4% $4.58 273 trace →
103 rcoh/angle-grinder Slice and dice logs on the command line rs 85.3% $3.40 250 trace →
104 facebook/zstd Zstandard - Fast real-time compression algorithm c 85.3% $6.84 311 trace →
105 mfridman/tparse CLI tool for summarizing go test output. Pipe friendly. CI/CD friendly. go 84.9% $4.62 262 trace →
106 Isona/dirble Fast directory scanning and scraping tool rs 84.9% $6.36 435 trace →
107 svenstaro/miniserve 🌟 For when you really just want to serve some files over HTTP right now! rs 84.5% $8.10 335 trace →
108 Drew-Alleman/DataSurgeon Quickly Extracts IP's, Email Addresses, Hashes, Files, Credit Cards, Social Security Numbers and a lot More From Text rs 84.1% $7.76 378 trace →
109 LuaJIT/LuaJIT Mirror of the LuaJIT git repository c 84.0% $7.08 325 trace →
110 jqlang/jq Command-line JSON processor c 83.2% $5.87 399 trace →
111 svenstaro/genact 🌀 A nonsense activity generator rs 82.3% $3.48 251 trace →
112 bootandy/dust A more intuitive version of du in rust rs 82.2% $14.65 547 trace →
113 lua/lua A copy of the Lua development repository, as seen by the Lua team. Mirrored irregularly. All communication should be through the Lua mailing list https://www.lua.org/lua-l.html c 81.8% $5.54 282 trace →
114 skeema/skeema Declarative pure-SQL schema management for MySQL and MariaDB go 81.3% $7.30 382 trace →
115 ninja-build/ninja a small build system with a focus on speed cpp 81.2% $8.58 395 trace →
116 sharkdp/fd A simple, fast and user-friendly alternative to 'find' rs 80.7% $5.28 339 trace →
117 ariga/atlas Declarative schema migrations with schema-as-code workflows go 80.7% $5.44 324 trace →
118 gabotechs/dep-tree Tool for helping developers keep their code bases clean and decoupled. It allows visualising a code base complexity using a 3d force-directed graph of files and the dependencies between them. go 80.5% $6.62 478 trace →
119 lh3/seqtk Toolkit for processing sequences in FASTA/Q formats c 80.0% $3.06 207 trace →
120 cmatsuoka/figlet Claudio's FIGlet tree c 79.8% $12.24 333 trace →
121 hairyhenderson/gomplate A flexible commandline tool for template rendering. Supports lots of local and remote datasources. go 79.3% $10.12 415 trace →
122 junegunn/fzf :cherry_blossom: A command-line fuzzy finder go 79.0% $3.72 290 trace →
123 sayanarijit/xplr A hackable, minimal, fast TUI file explorer rs 79.0% $4.61 258 trace →
124 pls-rs/pls pls is a prettier and powerful ls(1) for the pros. rs 78.9% $5.27 349 trace →
125 Epistates/treemd A (TUI/CLI) markdown navigator with tree-based structural navigation. rs 78.4% $13.24 490 trace →
126 rust-embedded/svd2rust Generate Rust register maps (`struct`s) from SVD files rs 77.1% $14.84 471 trace →
127 robertdavidgraham/masscan TCP port scanner, spews SYN packets asynchronously, scanning entire Internet in under 5 minutes. c 76.9% $5.03 300 trace →
128 incu6us/goimports-reviser Right imports sorting & code formatting tool (goimports alternative) go 76.8% $4.59 393 trace →
129 ecumene/rust-sloth A 3D software rasterizer... for the terminal! rs 76.6% $8.94 274 trace →
130 noborus/trdsql CLI tool that can execute SQL queries on CSV, LTSV, JSON, YAML and TBLN. Can output to various formats. go 75.4% $9.09 349 trace →
131 sqlite/sqlite Official Git mirror of the SQLite source tree c 73.3% $3.14 185 trace →
132 AmmarAbouZor/tui-journal Your journal app if you live in a terminal rs 72.4% $7.14 433 trace →
133 sigoden/argc A Bash CLI framework, also a Bash command runner. rs 72.0% $9.13 465 trace →
134 yassinebridi/serpl A simple terminal UI for search and replace, ala VS Code. rs 71.0% $10.01 427 trace →
135 Esubaalew/run Universal multi-language runner and smart REPL written in Rust. rs 70.4% $9.18 323 trace →
136 lfos/calcurse A text-based calendar and scheduling application c 68.2% $6.62 306 trace →
137 Canop/broot A new way to see and navigate directory trees : https://dystroy.org/broot rs 66.0% $7.94 343 trace →
138 sharkdp/bat A cat(1) clone with wings. rs 65.8% $6.22 344 trace →
139 rochacbruno/marmite Markdown makes sites - A Static Site Generator for Blogs rs 65.1% $4.28 302 trace →
140 ArthurSonzogni/json-tui A JSON terminal UI made in C++ cpp 64.8% $13.92 578 trace →
141 jrnxf/thokr ✨ sleek typing tui with visualized results and historical logging rs 63.6% $15.28 695 trace →
142 arq5x/bedtools2 bedtools - the swiss army knife for genome arithmetic c 63.0% $4.66 333 trace →
143 axodotdev/oranda 🎁 generate beautiful landing pages for your developer tools rs 59.8% $7.34 417 trace →
144 Stranger6667/jsonschema A high-performance JSON Schema validator for Rust rs 59.1% $3.69 236 trace →
145 antonmedv/walk Terminal file manager go 58.7% $12.08 534 trace →
146 zk-org/zk Plain text note-taking assistant go 57.6% $5.08 292 trace →
147 mkj/dropbear Dropbear SSH c 57.1% $1.75 180 trace →
148 jesseduffield/lazygit simple terminal UI for git commands go 56.5% $6.25 364 trace →
149 mikefarah/yq yq is a portable command-line YAML, JSON, XML, CSV, TOML, HCL and properties processor go 56.1% $4.15 328 trace →
150 rvben/rumdl Fast Markdown linter and formatter written in Rust rs 56.0% $5.12 352 trace →
151 go-critic/go-critic The most opinionated Go source code linter for code audit. go 56.0% $3.97 310 trace →
152 mgechev/revive 🔥 ~6x faster, stricter, configurable, extensible, and beautiful drop-in replacement for golint go 55.6% $3.43 286 trace →
153 ivanceras/svgbob Convert your ascii diagram scribbles into happy little SVG rs 53.2% $4.63 248 trace →
154 paradigmxyz/solar Blazingly fast, modular and contributor friendly Solidity compiler, written in Rust rs 49.0% $5.26 272 trace →
155 tree-sitter/tree-sitter An incremental parsing system for programming tools rs 47.6% $3.11 236 trace →
156 bellard/quickjs Public repository of the QuickJS Javascript Engine. c 47.3% $5.47 300 trace →
157 tukaani-project/xz XZ Utils c 46.2% $4.91 289 trace →
158 WGUNDERWOOD/tex-fmt An extremely fast LaTeX formatter written in Rust rs 45.5% $6.04 289 trace →
159 ast-grep/ast-grep ⚡A CLI tool for code structural search, lint and rewriting. Written in Rust rs 45.2% $3.96 358 trace →
160 Lymphatus/caesium-clt Caesium Command Line Tools - Lossy/lossless image compression tool rs 40.7% $5.03 298 trace →
161 stathissideris/ditaa ditaa is a small command-line utility that can convert diagrams drawn using ascii art ('drawings' that contain characters that resemble lines like | / - ), into proper bitmap graphics. java 39.6% $2.84 179 trace →
162 unhappychoice/gittype A CLI code-typing game that turns your source code into typing challenges rs 36.0% $14.76 635 trace →
163 samtools/samtools Tools (written in C using htslib) for manipulating next-generation sequencing data c 32.9% $5.51 294 trace →
164 BLAKE3-team/BLAKE3 the official Rust and C implementations of the BLAKE3 cryptographic hash function rs 32.8% $8.90 365 trace →
165 danmar/cppcheck static analysis of C/C++ code cpp 28.9% $4.44 263 trace →
166 typst/typst A markup-based typesetting system that is powerful and easy to learn. rs 28.7% $15.60 651 trace →
167 KSXGitHub/parallel-disk-usage Highly parallelized, blazing fast directory tree analyzer rs 28.2% $14.40 535 trace →
168 hpjansson/chafa 📺🗿 Terminal graphics for the 21st century. c 25.9% $9.58 356 trace →
169 HaliteChallenge/Halite @twosigma's first artificial intelligence programming challenge cpp 24.7% $8.46 326 trace →
170 alecthomas/chroma A general purpose syntax highlighter in pure Go go 23.5% $3.81 279 trace →
171 doxygen/doxygen Official doxygen git repository c 23.1% $6.05 272 trace →
172 sharkdp/hexyl A command-line hex viewer rs 22.7% $6.65 286 trace →
173 OSGeo/PROJ PROJ - Cartographic Projections and Coordinate Transformations Library cpp 22.3% $14.61 512 trace →
174 duckdb/duckdb DuckDB is an analytical in-process SQL database management system cpp 21.7% $3.57 207 trace →
175 Nukesor/pueue :stars: Manage your shell commands. rs 19.1% $15.50 496 trace →
176 jhspetersson/fselect Find files with SQL-like queries rs 16.2% $5.51 354 trace →
177 universal-ctags/ctags A maintained ctags implementation c 15.3% $9.86 313 trace →
178 php/php-src The PHP Interpreter c 15.0% $7.32 338 trace →
179 tinycc/tinycc Unofficial mirror of mob development branch c 14.1% $10.19 421 trace →
180 FiloSottile/age A simple, modern and secure encryption tool (and Go library) with small explicit keys, no config options, and UNIX-style composability. go 12.9% $19.33 547 trace →
181 boyter/scc Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go go 12.7% $5.83 351 trace →
182 gromacs/gromacs Public/backup repository of the GROMACS molecular simulation toolkit. Please do not mine the metadata blindly; we use https://gitlab.com/gromacs/gromacs for code review and issue tracking. cpp 12.1% $7.56 314 trace →
183 eudoxia0/hashcards A plain text-based spaced repetition system. rs 12.1% $19.79 775 trace →
184 tstack/lnav Log file navigator cpp 9.7% $17.81 648 trace →
185 johnkerl/miller Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON go 4.9% $6.58 369 trace →
186 stacked-git/stgit Stacked Git rs 4.0% $7.87 370 trace →
187 OSGeo/gdal GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats. cpp 4.0% $14.02 504 trace →
188 BurntSushi/xsv A fast CSV command line toolkit written in Rust. rs 2.7% $1.98 172 trace →
189 FFmpeg/FFmpeg Mirror of https://git.ffmpeg.org/ffmpeg.git c 2.2% $17.93 524 trace →
190 ducaale/xh Friendly and fast tool for sending HTTP requests rs 1.3% $10.31 366 trace →
191 chirlu/sox SoX, Swiss Army knife of sound processing c 1.1% $6.34 312 trace →
192 dandavison/delta A syntax-highlighting pager for git, diff, grep, rg --json, and blame output rs 0.7% $12.41 370 trace →
193 jgm/pandoc Universal markup converter hs 0.2% $6.91 341 trace →
194 crowdagger/crowbook Converts books written in Markdown to HTML, LaTeX/PDF and EPUB rs 0.0% $7.00 291 trace →
195 cslarsen/jp2a Converts jpg images to ASCII c 0.0% $15.57 457 trace →
196 eliukblau/pixterm Draw images in your ANSI terminal with true color go 0.0% $11.73 358 trace →
197 ip7z/7zip 7-Zip cpp 0.0% $5.92 291 trace →
198 kaushiksrini/parqeye Peek inside Parquet files right from your terminal rs 0.0% $3.50 200 trace →
199 parcel-bundler/lightningcss An extremely fast CSS parser, transformer, bundler, and minifier written in Rust. rs 0.0% $10.15 440 trace →
200 rust-lang/mdBook Create book from markdown files. Like Gitbook but implemented in Rust rs 0.0% $9.38 371 trace →

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