Minimizing Ty Ecosystem Changes
astral-sh/ruff
A skill your agent uses when a user says "minimize this ty ecosystem change", "reproduce this ecosystem result", "investigate a primer difference", "investigate a mypyprimer difference"…
Finds code that compiles, lints clean and is referenced, but that nothing can actually reach — dead islands whose items reference each other while the outermost edge points at a route, command, or…
$ npx skills add calimero-network/core --skill unreachable-subsystems -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install calimero-network/core unreachable-subsystems --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/calimero-network/core.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.cursor/skills/unreachable-subsystems .claude/skills/unreachable-subsystems && 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 "unreachable-subsystems" agent skill from https://github.com/calimero-network/core/tree/master/.cursor/skills/unreachable-subsystems into .claude/skills/unreachable-subsystems/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unreachable-subsystems", 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/calimero-network/core/tree/master/.cursor/skills/unreachable-subsystemsType 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 calimero-network/core --skill unreachable-subsystems -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install calimero-network/core unreachable-subsystems --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/calimero-network/core.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.cursor/skills/unreachable-subsystems .agents/skills/unreachable-subsystems && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "unreachable-subsystems" agent skill from https://github.com/calimero-network/core/tree/master/.cursor/skills/unreachable-subsystems into .agents/skills/unreachable-subsystems/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unreachable-subsystems", 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 calimero-network/core --skill unreachable-subsystems -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install calimero-network/core unreachable-subsystems --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/calimero-network/core.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.cursor/skills/unreachable-subsystems .cursor/skills/unreachable-subsystems && 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 "unreachable-subsystems" agent skill from https://github.com/calimero-network/core/tree/master/.cursor/skills/unreachable-subsystems into .cursor/skills/unreachable-subsystems/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unreachable-subsystems", 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/calimero-network/core.git --path .cursor/skills/unreachable-subsystems--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 calimero-network/core --skill unreachable-subsystems -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install calimero-network/core unreachable-subsystems --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/calimero-network/core.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.cursor/skills/unreachable-subsystems .gemini/skills/unreachable-subsystems && 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 "unreachable-subsystems" agent skill from https://github.com/calimero-network/core/tree/master/.cursor/skills/unreachable-subsystems into .gemini/skills/unreachable-subsystems/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unreachable-subsystems", 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 calimero-network/core unreachable-subsystemsInstalls 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 calimero-network/core --skill unreachable-subsystems -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/calimero-network/core.git skills-src && mkdir -p .github/skills && cp -r skills-src/.cursor/skills/unreachable-subsystems .github/skills/unreachable-subsystems && 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 "unreachable-subsystems" agent skill from https://github.com/calimero-network/core/tree/master/.cursor/skills/unreachable-subsystems into .github/skills/unreachable-subsystems/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unreachable-subsystems", 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 calimero-network/core --skill unreachable-subsystems -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install calimero-network/core unreachable-subsystems --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/calimero-network/core.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.cursor/skills/unreachable-subsystems .opencode/skills/unreachable-subsystems && 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 "unreachable-subsystems" agent skill from https://github.com/calimero-network/core/tree/master/.cursor/skills/unreachable-subsystems into .opencode/skills/unreachable-subsystems/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unreachable-subsystems", 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.
unreachable-subsystemsFinds code that compiles, lints clean and is referenced, but that nothing can actually reach — dead islands whose items reference each other while the outermost edge points at a route, command, or…
Unreachable Subsystems is an agent skill from calimero-network/core. Finds code that compiles, lints clean and is referenced, but that nothing can actually reach — dead islands whose items reference each other while the outermost edge points at a route, command, or registration that does not exist. Use when auditing for vestigial subsystems, superseded models left in place, endpoints with no server route, CLI commands that 404, or scenario files registered in no CI matrix. Complements dead-code-cleanup, which handles compiler-visible orphans.
Its SKILL.md is about 1.9k 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, covering Linting and formatting. The repository describes itself as: Calimero - Peer-to-peer application platform with local-first governance, CRDT state sync, and WASM execution.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 64f9209. 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.
Unreachable Subsystems loads about 1.9k tokens when it runs. Until then it costs about 126 tokens; SKILL.md has 1,029 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.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,029 words (~1,922 tokens).
“Find code that compiles, lints clean, and is referenced — but that nothing can actually reach. Not unused imports or orphan functions: the compiler already catches those, and the dead-code-cleanup skill already covers them. You are looking for the class…”
Just SKILL.md in .cursor/skills/unreachable-subsystems of calimero-network/core.
Open the folder on GitHubat commit 64f9209
Unreachable Subsystems 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 |
|---|---|---|---|---|---|---|
| Unreachable Subsystems this skillcalimero-network/core | 171 | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Minimizing Ty Ecosystem Changesastral-sh/ruff | 50k | — | ~4.6k | Automated safety check: Pass | MIT | |
| Install Anti-Slop Oxlint Rulesdmmulroy/anti-slop | 5.4k | — | ~2.2k | Automated safety check: Pass | MIT | |
| Babysit PR To Pass CIsgl-project/sglang | 37k | 2 repos | ~3k | Automated safety check: Pass | Apache-2.0 | |
| Rust Best Practicesfarm-fe/farm | 5.6k | 3 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Summarise Ecosystem Resultsastral-sh/ruff | 50k | — | ~2.2k | Automated safety check: Pass | MIT |
astral-sh/ruff
A skill your agent uses when a user says "minimize this ty ecosystem change", "reproduce this ecosystem result", "investigate a primer difference", "investigate a mypyprimer difference"…
dmmulroy/anti-slop
Installs, updates or migrates the vendored anti-slop Oxlint plugin in a repository, keeping local rule changes and the plugin's license and provenance files.
sgl-project/sglang
Start and persistently pursue a goal to babysit an SGLang pull request until selected GitHub Actions workflows pass on the latest PR head.
farm-fe/farm
Guide for writing idiomatic Rust code based on Apollo GraphQL's best practices handbook.
astral-sh/ruff
A skill your agent uses when a user says "summarise ecosystem results", "summarize this ty ecosystem report", "what changed in this ecosystem run?", or asks to summarise or summarize ty ecosystem…
chromedp/chromedp
This skill should be used when the user is writing Go code and needs guidance on Go-specific pedantry: error wrapping with fmt.Errorf and %w, interface design (accept interfaces return structs)…
calimero-network/core
Suggests one appropriate branch name and a PR description in the project template (title, Description, Test plan, Documentation update) for Calimero core.
calimero-network/core
Detects and removes dead code introduced by AI agents. An agent skill from calimero-network/core.
calimero-network/core
Fixes a security finding in calimero-network/core - reproduce it through the real entry point, commit a failing test first, add the limit or gate in the shared function every caller goes through…
Categories
Finds code that compiles, lints clean and is referenced, but that nothing can actually reach — dead islands whose items reference each other while the outermost edge points at a route, command, or…. Unreachable Subsystems is an agent skill from calimero-network/core. Finds code that compiles, lints clean and is referenced, but that nothing can actually reach — dead islands whose items reference each other while the outermost edge points at a route, command, or registration that does not exist.
Unreachable Subsystems fits situations like: auditing for vestigial subsystems; superseded models left in place; endpoints with no server route; CLI commands that 404.
Run `npx skills add calimero-network/core --skill unreachable-subsystems -a claude-code`. Or copy the skill folder (.cursor/skills/unreachable-subsystems in calimero-network/core) into .claude/skills/unreachable-subsystems in your project. Claude Code loads it when a task matches its description.
Run `npx skills add calimero-network/core --skill unreachable-subsystems -a codex`. Or copy the skill folder (.cursor/skills/unreachable-subsystems in calimero-network/core) into .agents/skills/unreachable-subsystems 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 calimero-network/core --skill unreachable-subsystems -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/unreachable-subsystems, .gemini/skills/unreachable-subsystems, .github/skills/unreachable-subsystems and .opencode/skills/unreachable-subsystems in your project.
Going by SKILL.md and its folder, Unreachable Subsystems 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.
Unreachable Subsystems has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 1.9k tokens (SKILL.md is roughly 7.7k 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 Unreachable Subsystems: Minimizing Ty Ecosystem Changes (astral-sh/ruff, 50k stars), Install Anti-Slop Oxlint Rules (dmmulroy/anti-slop, 5.4k stars), Babysit PR To Pass CI (sgl-project/sglang, 37k stars) and Rust Best Practices (farm-fe/farm, 5.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
calimero-network (a GitHub organization) maintains it in calimero-network/core, which has 171 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 9, 2026.
Source: calimero-network/core on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.