Rust TDD Workflow
rtk-ai/rtk
Enforces red-green-refactor for Rust work, with idiomatic test patterns, a naming convention and a pre-commit gate of cargo fmt, clippy and test.
Launch cargo-coupling's interactive Web visualization for a specified Rust project.
$ npx skills add nwiizo/cargo-coupling --skill web -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nwiizo/cargo-coupling web --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/nwiizo/cargo-coupling.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/web .claude/skills/web && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "web" agent skill from https://github.com/nwiizo/cargo-coupling/tree/main/.claude/skills/web into .claude/skills/web/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/nwiizo/cargo-coupling/tree/main/.claude/skills/webType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add nwiizo/cargo-coupling --skill web -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nwiizo/cargo-coupling web --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/cargo-coupling.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/web .agents/skills/web && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "web" agent skill from https://github.com/nwiizo/cargo-coupling/tree/main/.claude/skills/web into .agents/skills/web/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nwiizo/cargo-coupling --skill web -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nwiizo/cargo-coupling web --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/cargo-coupling.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/web .cursor/skills/web && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "web" agent skill from https://github.com/nwiizo/cargo-coupling/tree/main/.claude/skills/web into .cursor/skills/web/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/nwiizo/cargo-coupling.git --path .claude/skills/web--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add nwiizo/cargo-coupling --skill web -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nwiizo/cargo-coupling web --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/cargo-coupling.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/web .gemini/skills/web && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "web" agent skill from https://github.com/nwiizo/cargo-coupling/tree/main/.claude/skills/web into .gemini/skills/web/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install nwiizo/cargo-coupling webInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add nwiizo/cargo-coupling --skill web -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nwiizo/cargo-coupling.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/web .github/skills/web && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "web" agent skill from https://github.com/nwiizo/cargo-coupling/tree/main/.claude/skills/web into .github/skills/web/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nwiizo/cargo-coupling --skill web -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nwiizo/cargo-coupling web --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/cargo-coupling.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/web .opencode/skills/web && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "web" agent skill from https://github.com/nwiizo/cargo-coupling/tree/main/.claude/skills/web into .opencode/skills/web/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
webLaunch cargo-coupling's interactive Web visualization for a specified Rust project.
Web is an agent skill from nwiizo/cargo-coupling. Launch cargo-coupling's interactive Web visualization for a specified Rust project.
Its SKILL.md is about 290 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `ui-guide.md`).
It sits in Testing & QA. It works with Rust. The repository describes itself as: A coupling analysis tool for Rust projects - measuring the 'right distance' in your code. The licence is MIT.
Read from SKILL.md and the folder at commit aa0d18b. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
cargoFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Web loads about 287 tokens when it runs. Until then it costs about 22 tokens; SKILL.md has 123 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from nwiizo/cargo-coupling at commit aa0d18b, republished under its MIT licence (© nwiizo). 123 words, ~287 tokens.
.claude/skills/web/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Run from this checkout with the requested target (default ./src). cargo run
builds as needed; a separate build is unnecessary for launch.
rtk proxy cargo run -- coupling --web ./src
rtk proxy cargo run -- coupling --web --port 8080 --no-open ./srcPreserve the requested port and browser behavior. Use --no-open in a headless
session. Keep track of the process started for this task and report its actual URL
once it is serving. If startup fails, inspect the failure before changing ports or
stopping processes. Stop only the server this task owns when cleanup is requested
or when a temporary verification run ends.
Read ui-guide.md only when the user needs help exploring the graph, filters, timeline, or export. For implementation changes, read Web UI rules and the relevant source; launching the UI does not require the full development documentation.
© nwiizo, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in .claude/skills/web of nwiizo/cargo-coupling.
Open the folder on GitHubat commit aa0d18b
Web next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Web this skillnwiizo/cargo-coupling | 111 | — | ~287 | Automated safety check: Pass | MIT | |
| Rust TDD Workflowrtk-ai/rtk | 83k | — | ~753 | Automated safety check: Notes | Apache-2.0 | |
| Remote Executor Integration Testsopeninterpreter/openinterpreter | 69k | 2 repos | ~842 | Automated safety check: Pass | Apache-2.0 | |
| Apple Container Test RunnerRustPython/RustPython | 22k | — | ~467 | Automated safety check: Pass | MIT | |
| RTK Filter TDD in Rustrtk-ai/rtk | 83k | — | ~1.9k | Automated safety check: Notes | Apache-2.0 | |
| OpenLogi Device Fixture ContributionAprilNEA/OpenLogi | 23k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 |
rtk-ai/rtk
Enforces red-green-refactor for Rust work, with idiomatic test patterns, a naming convention and a pre-commit gate of cargo fmt, clippy and test.
openinterpreter/openinterpreter
Explains how to run agent integration tests against remote executors, using Docker for Linux or Wine for Windows, and how to opt tests in or skip them.
RustPython/RustPython
Runs RustPython tests inside a Linux container built with Apple's container CLI, so macOS users can compare Linux results with their local ones.
rtk-ai/rtk
Enforces red-green-refactor for new RTK output filters in Rust, using real captured fixtures, snapshot tests with insta and token-savings assertions.
AprilNEA/OpenLogi
Guides recording, privacy review and offline verification of OpenLogi device fixtures with the fixture contribute and verify commands, without treating replay as proof of hardware behavior.
GreptimeTeam/greptimedb
Diagnoses a failed GreptimeDB fuzz CI job by pulling its GitHub Actions logs and fuzz artifacts, then matching the evidence to the local source code.
nwiizo/cargo-coupling
Interpret cargo-coupling findings using Khononov's strength, distance, and volatility model.
nwiizo/cargo-coupling
Explain cargo-coupling CLI options and .coupling.toml configuration.
nwiizo/cargo-coupling
Prepare or publish a cargo-coupling version when the user requests a release.
nwiizo/cargo-coupling
Run cargo-coupling and interpret a Rust project's coupling report, history, or baseline diff.
nwiizo/cargo-coupling
Check a Rust project's coupling health summary or run a requested CI quality gate.
nwiizo/cargo-coupling
Rank a Rust project's refactoring candidates using cargo-coupling hotspot results.
Works with
Categories
Launch cargo-coupling's interactive Web visualization for a specified Rust project. Web is an agent skill from nwiizo/cargo-coupling. Launch cargo-coupling's interactive Web visualization for a specified Rust project.
Web fits situations like: testing & QA work in your project.
Run `npx skills add nwiizo/cargo-coupling --skill web -a claude-code`. Or copy the skill folder (.claude/skills/web in nwiizo/cargo-coupling) into .claude/skills/web in your project. Claude Code loads it when a task matches its description.
Run `npx skills add nwiizo/cargo-coupling --skill web -a codex`. Or copy the skill folder (.claude/skills/web in nwiizo/cargo-coupling) into .agents/skills/web in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nwiizo/cargo-coupling --skill web -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/web, .gemini/skills/web, .github/skills/web and .opencode/skills/web in your project.
Going by SKILL.md and its folder, Web needs the command-line tools its instructions call (cargo).
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Web is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 287 tokens (SKILL.md is roughly 1.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Web: Rust TDD Workflow (rtk-ai/rtk, 83k stars), Remote Executor Integration Tests (openinterpreter/openinterpreter, 69k stars), Apple Container Test Runner (RustPython/RustPython, 22k stars) and RTK Filter TDD in Rust (rtk-ai/rtk, 83k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
nwiizo (a GitHub user) maintains it in nwiizo/cargo-coupling, which has 111 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 3, 2026.
Source: nwiizo/cargo-coupling on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.