Paddle Build
PaddlePaddle/Paddle
A skill your agent uses when needing to compile, rebuild, or install Paddle from source after code changes.
Validates and configures all dependencies required for the Plugin Freedom System.
$ npx skills add glittercowboy/plugin-freedom-system --skill system-setup -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install glittercowboy/plugin-freedom-system system-setup --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/glittercowboy/plugin-freedom-system.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/system-setup .claude/skills/system-setup && 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 "system-setup" agent skill from https://github.com/glittercowboy/plugin-freedom-system/tree/main/.claude/skills/system-setup into .claude/skills/system-setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-setup", 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/glittercowboy/plugin-freedom-system/tree/main/.claude/skills/system-setupType 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 glittercowboy/plugin-freedom-system --skill system-setup -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install glittercowboy/plugin-freedom-system system-setup --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/glittercowboy/plugin-freedom-system.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/system-setup .agents/skills/system-setup && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "system-setup" agent skill from https://github.com/glittercowboy/plugin-freedom-system/tree/main/.claude/skills/system-setup into .agents/skills/system-setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-setup", 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 glittercowboy/plugin-freedom-system --skill system-setup -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install glittercowboy/plugin-freedom-system system-setup --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/glittercowboy/plugin-freedom-system.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/system-setup .cursor/skills/system-setup && 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 "system-setup" agent skill from https://github.com/glittercowboy/plugin-freedom-system/tree/main/.claude/skills/system-setup into .cursor/skills/system-setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-setup", 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/glittercowboy/plugin-freedom-system.git --path .claude/skills/system-setup--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 glittercowboy/plugin-freedom-system --skill system-setup -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install glittercowboy/plugin-freedom-system system-setup --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/glittercowboy/plugin-freedom-system.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/system-setup .gemini/skills/system-setup && 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 "system-setup" agent skill from https://github.com/glittercowboy/plugin-freedom-system/tree/main/.claude/skills/system-setup into .gemini/skills/system-setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-setup", 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 glittercowboy/plugin-freedom-system system-setupInstalls 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 glittercowboy/plugin-freedom-system --skill system-setup -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/glittercowboy/plugin-freedom-system.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/system-setup .github/skills/system-setup && 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 "system-setup" agent skill from https://github.com/glittercowboy/plugin-freedom-system/tree/main/.claude/skills/system-setup into .github/skills/system-setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-setup", 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 glittercowboy/plugin-freedom-system --skill system-setup -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install glittercowboy/plugin-freedom-system system-setup --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/glittercowboy/plugin-freedom-system.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/system-setup .opencode/skills/system-setup && 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 "system-setup" agent skill from https://github.com/glittercowboy/plugin-freedom-system/tree/main/.claude/skills/system-setup into .opencode/skills/system-setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-setup", 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.
system-setupValidates and configures all dependencies required for the Plugin Freedom System.
System Setup is an agent skill from glittercowboy/plugin-freedom-system. Validates and configures all dependencies required for the Plugin Freedom System. This is a STANDALONE skill that runs BEFORE plugin workflows begin. It checks for Python, build tools, CMake, JUCE, and pluginval, optionally installing missing dependencies with user approval. Configuration is saved to .claude/system-config.json for use by other skills. Use when user mentions setup, installation, dependencies, missing tools, or when SessionStart hook detects configuration issues.
Its SKILL.md is about 3.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including reference files and assets (for example `assets/system-check.sh`, `assets/test-scenarios.md` and `references/error-recovery.md`).
It works with Python and C++. The repository describes itself as: AI-assisted JUCE plugin development system for MacOS by TÂCHES.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit e965cdd. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
BashReadWriteEditFrom allowed-tools in the SKILL.md frontmatter.
Ships script files (Shell), which the agent can run.
Shell commands in SKILL.md call:
bashFrom 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.
System Setup loads about 3.6k tokens when it runs, and up to ~15k if it reads all its reference files. Until then it costs about 124 tokens; SKILL.md has 1,189 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 noted patterns worth knowing about, such as sudo or a known installer.
to guided mode, permission errors offer sudo or user-directory alternatives, and missing critical dependencies triggerallowed-tools: Bash, Read, Write, EditAutomated 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.
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,189 words (~3,646 tokens).
“Purpose: Validate and configure all dependencies required for JUCE plugin development in the Plugin Freedom System.”
SKILL.md and 8 other files (references, assets) in .claude/skills/system-setup of glittercowboy/plugin-freedom-system.
Open the folder on GitHubat commit e965cdd
System Setup 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 |
|---|---|---|---|---|---|---|
| System Setup this skillglittercowboy/plugin-freedom-system | 216 | — | ~3.6k | Automated safety check: Notes | None | |
| Paddle BuildPaddlePaddle/Paddle | 24k | — | ~1k | Automated safety check: Pass | Apache-2.0 | |
| Fory Releaseapache/fory | 4.6k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| CodeQL Security Scantrailofbits/skills | 7.4k | — | ~4.6k | Automated safety check: Notes | CC-BY-SA-4.0 | |
| pybind11 Release Preparationpybind/pybind11 | 18k | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Paddle Eager GraphPaddlePaddle/Paddle | 24k | — | ~562 | Automated safety check: Pass | Apache-2.0 |
PaddlePaddle/Paddle
A skill your agent uses when needing to compile, rebuild, or install Paddle from source after code changes.
apache/fory
Prepare an Apache Fory release candidate from a clean release branch, including the version bump, RC tag, JVM staging, ASF source artifacts, SVN upload, and vote email.
trailofbits/skills
Scans a codebase for vulnerabilities with CodeQL's data flow and taint tracking in run-all or important-only modes, including data extensions for project-specific sources and sinks.
pybind/pybind11
Opens the pybind11 release-preparation pull request: picking the release base, bumping the version in common.h and integrating the changelog, following docs/release.rst.
PaddlePaddle/Paddle
A skill your agent uses when navigating Paddle eager-mode (dynamic graph) source code, tracing forward/backward execution, debugging autograd issues, understanding PyLayer, or investigating…
onnx/onnx
Read or write ONNX text format ("onnxtxt"). An agent skill from onnx/onnx.
glittercowboy/plugin-freedom-system
Create aesthetic templates without first creating a plugin - capture visual design concepts through adaptive questioning.
glittercowboy/plugin-freedom-system
Multi-agent parallel investigation for complex JUCE problems.
glittercowboy/plugin-freedom-system
Adaptive brainstorming for plugin concepts and improvements when exploring ideas, not implementing.
glittercowboy/plugin-freedom-system
Fix bugs, add features to completed plugins. An agent skill from glittercowboy/plugin-freedom-system.
glittercowboy/plugin-freedom-system
Manage complete plugin lifecycle - install, uninstall, reset, destroy.
glittercowboy/plugin-freedom-system
Create branded PKG installers for plugin distribution. An agent skill from glittercowboy/plugin-freedom-system.
Validates and configures all dependencies required for the Plugin Freedom System. System Setup is an agent skill from glittercowboy/plugin-freedom-system. Validates and configures all dependencies required for the Plugin Freedom System.
System Setup fits situations like: user mentions setup; sessionStart hook detects configuration issues.
Run `npx skills add glittercowboy/plugin-freedom-system --skill system-setup -a claude-code`. Or copy the skill folder (.claude/skills/system-setup in glittercowboy/plugin-freedom-system) into .claude/skills/system-setup in your project. Claude Code loads it when a task matches its description.
Run `npx skills add glittercowboy/plugin-freedom-system --skill system-setup -a codex`. Or copy the skill folder (.claude/skills/system-setup in glittercowboy/plugin-freedom-system) into .agents/skills/system-setup 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 glittercowboy/plugin-freedom-system --skill system-setup -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/system-setup, .gemini/skills/system-setup, .github/skills/system-setup and .opencode/skills/system-setup in your project.
Going by SKILL.md and its folder, System Setup needs a shell for the scripts in its folder and the command-line tools its instructions call (bash). Our summary lists: Python 3; A Bash shell. Its frontmatter pre-approves these tools: Bash, Read, Write, Edit.
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 notes only (runs commands with sudo; pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
No licence was found for System Setup or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 3.6k tokens (SKILL.md is roughly 15k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 11k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with System Setup: Paddle Build (PaddlePaddle/Paddle, 24k stars), Fory Release (apache/fory, 4.6k stars), CodeQL Security Scan (trailofbits/skills, 7.4k stars) and pybind11 Release Preparation (pybind/pybind11, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
glittercowboy (a GitHub user) maintains it in glittercowboy/plugin-freedom-system, which has 216 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on November 19, 2025.
Source: glittercowboy/plugin-freedom-system on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.