Migrate Core Code to Submodules
tinyhumansai/openhuman
Plans and carries out moving non-host-specific code and its tests from the OpenHuman core into vendored tiny submodule libraries, then releases the submodule and re-pins the host.
Apply Rust-native patterns (Type-State, Channel-Based, Actor Model) to ccswarm development.
Install Rust Agent Specialist
$ npx skills add nwiizo/ccswarm --skill rust-agent-specialist -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nwiizo/ccswarm rust-agent-specialist --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/ccswarm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/rust-agent-specialist .claude/skills/rust-agent-specialist && 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 "rust-agent-specialist" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/rust-agent-specialist into .claude/skills/rust-agent-specialist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-agent-specialist", 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/ccswarm/tree/master/.agents/skills/rust-agent-specialistType 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/ccswarm --skill rust-agent-specialist -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nwiizo/ccswarm rust-agent-specialist --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/rust-agent-specialist .agents/skills/rust-agent-specialist && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "rust-agent-specialist" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/rust-agent-specialist into .agents/skills/rust-agent-specialist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-agent-specialist", 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/ccswarm --skill rust-agent-specialist -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nwiizo/ccswarm rust-agent-specialist --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/rust-agent-specialist .cursor/skills/rust-agent-specialist && 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 "rust-agent-specialist" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/rust-agent-specialist into .cursor/skills/rust-agent-specialist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-agent-specialist", 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/ccswarm.git --path .agents/skills/rust-agent-specialist--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/ccswarm --skill rust-agent-specialist -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nwiizo/ccswarm rust-agent-specialist --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/rust-agent-specialist .gemini/skills/rust-agent-specialist && 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 "rust-agent-specialist" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/rust-agent-specialist into .gemini/skills/rust-agent-specialist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-agent-specialist", 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/ccswarm rust-agent-specialistInstalls 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/ccswarm --skill rust-agent-specialist -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/rust-agent-specialist .github/skills/rust-agent-specialist && 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 "rust-agent-specialist" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/rust-agent-specialist into .github/skills/rust-agent-specialist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-agent-specialist", 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/ccswarm --skill rust-agent-specialist -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/ccswarm rust-agent-specialist --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/rust-agent-specialist .opencode/skills/rust-agent-specialist && 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 "rust-agent-specialist" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/rust-agent-specialist into .opencode/skills/rust-agent-specialist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-agent-specialist", 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.
Facts
- Skill name
rust-agent-specialist- GitHub stars
- 153
- Token cost
- ~300 tokens
- SKILL.md length
- 31 words
- Files
- 1
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- MIT
At a glance
Apply Rust-native patterns (Type-State, Channel-Based, Actor Model) to ccswarm development.
- Development work in your project
- SKILL.md covers Core Patterns and Identify & Apply
- Calls cargo
What it does
Rust Agent Specialist is an agent skill from nwiizo/ccswarm. Apply Rust-native patterns (Type-State, Channel-Based, Actor Model) to ccswarm development.
Its SKILL.md is about 300 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development. It works with Rust. The repository describes itself as: Multi-agent orchestration system using Claude Code with Git worktree isolation and specialized AI agents for collaborative development. The licence is MIT.
When your agent uses it
- Development work in your project
Example prompts
- “/rust-agent-specialist”
What it can do on your machine
Read from SKILL.md and the folder at commit 1cec7fe. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Shell commands in SKILL.md call:
cargo
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Rust Agent Specialist loads about 300 tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 31 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from nwiizo/ccswarm at commit 1cec7fe, republished under its MIT licence (© nwiizo). 31 words, ~300 tokens.
Download SKILL.mdSave it as
.claude/skills/rust-agent-specialist/SKILL.md (or your agent's skills folder).- name
- rust-agent-specialist
- description
- Apply Rust-native patterns (Type-State, Channel-Based, Actor Model) to ccswarm development.
- user-invocable
- true
Guidance for implementing Rust-idiomatic patterns in ccswarm.
Core Patterns
Type-State (compile-time state validation)
pub struct Agent<State> { inner: AgentInner, _state: PhantomData<State> }
impl Agent<Uninitialized> { fn initialize(self) -> Agent<Ready> { ... } }
impl Agent<Ready> { fn execute(&self, task: Task) -> Result<Output> { ... } }Channel-Based (replace Arc<Mutex>)
let (tx, rx) = tokio::sync::mpsc::channel(100);
// No shared mutable state between agentsActor Model (independent actors)
struct AgentActor { mailbox: mpsc::Receiver<Message>, state: AgentState }
impl AgentActor {
async fn run(mut self) {
while let Some(msg) = self.mailbox.recv().await { self.handle(msg).await; }
}
}Identify & Apply
grep -r "Arc<Mutex" crates/ccswarm/src/ --include="*.rs" # Convert to channels
grep -r "enum.*State\|State::" crates/ccswarm/src/ # Convert to type-stateVerify: cargo fmt && cargo clippy -- -D warnings && cargo test
© nwiizo, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .agents/skills/rust-agent-specialist of nwiizo/ccswarm.
Open the folder on GitHubat commit 1cec7fe
Compare with similar skills
Rust Agent Specialist 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 |
|---|---|---|---|---|---|---|
| Rust Agent Specialist this skillnwiizo/ccswarm | 153 | — | ~300 | Automated safety check: Pass | MIT | |
| Migrate Core Code to Submodulestinyhumansai/openhuman | 42k | — | ~2.6k | Automated safety check: Pass | GPL-3.0 | |
| OpenLogi macOS Permissions TriageAprilNEA/OpenLogi | 23k | — | ~2.5k | Automated safety check: Notes | Apache-2.0 | |
| Rust Best Practicesfarm-fe/farm | 5.6k | 3 repos | ~1.1k | Automated safety check: Pass | MIT | |
| RTK Rust Design Patternsrtk-ai/rtk | 83k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Release Skillsnexmoe/eve | 421 | 3 repos | ~3.3k | Automated safety check: Pass | None |
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Decides whether an OpenLogi device problem on macOS is a privacy-permission (TCC) problem, using agent log lines, and says which identity needs which grant.
Rust Best Practices
farm-fe/farm
Guide for writing idiomatic Rust code based on Apollo GraphQL's best practices handbook.
RTK Rust Design Patterns
rtk-ai/rtk
Describes seven Rust design patterns for the RTK CLI filter modules, with when to use each, RTK examples, and notes on when a pattern is overkill.
Release Skills
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Universal release workflow. An agent skill from nexmoe/eve.
Pnpm Engine
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Work on the pnpm Rust engine (@pnpm/napi, the pacquet crates) that bit install runs through.
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All 12 skills in this repoDeploy Workflow
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Release deployment process for ccswarm. An agent skill from nwiizo/ccswarm.
Review Fix
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Review uncommitted changes, fix actionable correctness issues, and verify the result.
Review Fix
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Code review with automatic fix. An agent skill from nwiizo/ccswarm.
Review Fix
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Code review with automatic fix. An agent skill from nwiizo/ccswarm.
Benchmark Runner
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Run performance benchmarks with criterion. An agent skill from nwiizo/ccswarm.
Git Worktree
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Parallel development workflow using git worktrees. An agent skill from nwiizo/ccswarm.
Related
Works with
Categories
Questions about Rust Agent Specialist
What does Rust Agent Specialist do?
Apply Rust-native patterns (Type-State, Channel-Based, Actor Model) to ccswarm development. Rust Agent Specialist is an agent skill from nwiizo/ccswarm. Apply Rust-native patterns (Type-State, Channel-Based, Actor Model) to ccswarm development.
When should I use Rust Agent Specialist?
Rust Agent Specialist fits situations like: development work in your project.
How do I install Rust Agent Specialist in Claude Code?
Run `npx skills add nwiizo/ccswarm --skill rust-agent-specialist -a claude-code`. Or copy the skill folder (.agents/skills/rust-agent-specialist in nwiizo/ccswarm) into .claude/skills/rust-agent-specialist in your project. Claude Code loads it when a task matches its description.
How do I install Rust Agent Specialist in Codex?
Run `npx skills add nwiizo/ccswarm --skill rust-agent-specialist -a codex`. Or copy the skill folder (.agents/skills/rust-agent-specialist in nwiizo/ccswarm) into .agents/skills/rust-agent-specialist in your project. Codex loads it when a task matches its description.
Can I use Rust Agent Specialist in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nwiizo/ccswarm --skill rust-agent-specialist -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rust-agent-specialist, .gemini/skills/rust-agent-specialist, .github/skills/rust-agent-specialist and .opencode/skills/rust-agent-specialist in your project.
What does Rust Agent Specialist need to run?
Going by SKILL.md and its folder, Rust Agent Specialist needs the command-line tools its instructions call (cargo).
Does Rust Agent Specialist access the network?
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.
Is Rust Agent Specialist safe to install?
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.
What licence does Rust Agent Specialist use?
Rust Agent Specialist is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Rust Agent Specialist use?
About 300 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Rust Agent Specialist?
Skills that share tags, products or a category with Rust Agent Specialist: Migrate Core Code to Submodules (tinyhumansai/openhuman, 42k stars), OpenLogi macOS Permissions Triage (AprilNEA/OpenLogi, 23k stars), Rust Best Practices (farm-fe/farm, 5.6k stars) and RTK Rust Design Patterns (rtk-ai/rtk, 83k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Rust Agent Specialist?
nwiizo (a GitHub user) maintains it in nwiizo/ccswarm, which has 153 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on September 14, 2026.
Source: nwiizo/ccswarm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.