Paddle Build
PaddlePaddle/Paddle
A skill your agent uses when needing to compile, rebuild, or install Paddle from source after code changes.
Create and inspect audio projects in the JUCE Agent Toolkit Harness workspace, including its local starter and optional upstream integration.
MITAuto-check passed
Install Juce Agent Toolkit
$ npx skills add autonomous-ai/openharness --skill juce-agent-toolkit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install autonomous-ai/openharness juce-agent-toolkit --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/autonomous-ai/openharness.git skills-src && mkdir -p .claude/skills && cp -r skills-src/store/agents/juce-agent-toolkit/skills/juce-agent-toolkit .claude/skills/juce-agent-toolkit && 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 "juce-agent-toolkit" agent skill from https://github.com/autonomous-ai/openharness/tree/main/store/agents/juce-agent-toolkit/skills/juce-agent-toolkit into .claude/skills/juce-agent-toolkit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "juce-agent-toolkit", 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/autonomous-ai/openharness/tree/main/store/agents/juce-agent-toolkit/skills/juce-agent-toolkitType 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 autonomous-ai/openharness --skill juce-agent-toolkit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install autonomous-ai/openharness juce-agent-toolkit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/autonomous-ai/openharness.git skills-src && mkdir -p .agents/skills && cp -r skills-src/store/agents/juce-agent-toolkit/skills/juce-agent-toolkit .agents/skills/juce-agent-toolkit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "juce-agent-toolkit" agent skill from https://github.com/autonomous-ai/openharness/tree/main/store/agents/juce-agent-toolkit/skills/juce-agent-toolkit into .agents/skills/juce-agent-toolkit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "juce-agent-toolkit", 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 autonomous-ai/openharness --skill juce-agent-toolkit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install autonomous-ai/openharness juce-agent-toolkit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/autonomous-ai/openharness.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/store/agents/juce-agent-toolkit/skills/juce-agent-toolkit .cursor/skills/juce-agent-toolkit && 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 "juce-agent-toolkit" agent skill from https://github.com/autonomous-ai/openharness/tree/main/store/agents/juce-agent-toolkit/skills/juce-agent-toolkit into .cursor/skills/juce-agent-toolkit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "juce-agent-toolkit", 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/autonomous-ai/openharness.git --path store/agents/juce-agent-toolkit/skills/juce-agent-toolkit--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 autonomous-ai/openharness --skill juce-agent-toolkit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install autonomous-ai/openharness juce-agent-toolkit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/autonomous-ai/openharness.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/store/agents/juce-agent-toolkit/skills/juce-agent-toolkit .gemini/skills/juce-agent-toolkit && 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 "juce-agent-toolkit" agent skill from https://github.com/autonomous-ai/openharness/tree/main/store/agents/juce-agent-toolkit/skills/juce-agent-toolkit into .gemini/skills/juce-agent-toolkit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "juce-agent-toolkit", 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 autonomous-ai/openharness juce-agent-toolkitInstalls 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 autonomous-ai/openharness --skill juce-agent-toolkit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/autonomous-ai/openharness.git skills-src && mkdir -p .github/skills && cp -r skills-src/store/agents/juce-agent-toolkit/skills/juce-agent-toolkit .github/skills/juce-agent-toolkit && 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 "juce-agent-toolkit" agent skill from https://github.com/autonomous-ai/openharness/tree/main/store/agents/juce-agent-toolkit/skills/juce-agent-toolkit into .github/skills/juce-agent-toolkit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "juce-agent-toolkit", 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 autonomous-ai/openharness --skill juce-agent-toolkit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install autonomous-ai/openharness juce-agent-toolkit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/autonomous-ai/openharness.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/store/agents/juce-agent-toolkit/skills/juce-agent-toolkit .opencode/skills/juce-agent-toolkit && 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 "juce-agent-toolkit" agent skill from https://github.com/autonomous-ai/openharness/tree/main/store/agents/juce-agent-toolkit/skills/juce-agent-toolkit into .opencode/skills/juce-agent-toolkit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "juce-agent-toolkit", 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
juce-agent-toolkit- GitHub stars
- 1.2k
- Token cost
- ~494 tokens
- SKILL.md length
- 244 words
- Files
- 1
- Skills in repo
- 99
- Repo updated
- First seen
- Licence
- MIT
At a glance
Create and inspect audio projects in the JUCE Agent Toolkit Harness workspace, including its local starter and optional upstream integration.
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Juce Agent Toolkit is an agent skill from autonomous-ai/openharness. Create and inspect audio projects in the JUCE Agent Toolkit Harness workspace, including its local starter and optional upstream integration.
Its SKILL.md is about 490 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with C++. The repository describes itself as: The ultimate harness for coding agents and beyond. All your agents. All your machines. One command center. Start with code, then follow your curiosity and build across… The licence is MIT.
Example prompts
- “/juce-agent-toolkit”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 74c2733. 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
No scripts in the folder and no shell commands in SKILL.md.
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
Juce Agent Toolkit loads about 494 tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 244 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 autonomous-ai/openharness at commit 74c2733, republished under its MIT licence (© autonomous-ai). 244 words, ~494 tokens.
Download SKILL.mdSave it as
.claude/skills/juce-agent-toolkit/SKILL.md (or your agent's skills folder).- name
- juce-agent-toolkit
- description
- Create and inspect audio projects in the JUCE Agent Toolkit Harness workspace, including its local starter and optional upstream integration.
Instrument maker
Read studio.json to understand the current controls; "$STUDIO_TOOLCHAIN/../studio.config.json"
describes their ranges. Run "$STUDIO_TOOLCHAIN/run.sh" render to make a new result.
Successful artifacts and their measurements are in out/runs/<id>/; out/latest.json names the
current result. A failed run preserves the last success and records the error in the verdict.
The browser audition and Python WAV renderer are local DSP previews. The JUCE action compiles a native offline renderer from the workspace CMake project. JUCE toolkit skills also cover creating full DAW plugins; the starter renderer is not a VST3 plugin.
Use "$STUDIO_TOOLCHAIN/../README.md" for the integration contract and commands. Read the relevant
files under $STUDIO_UPSTREAM before using an upstream API. Keep controls within their documented
ranges, preserve the data needed to reproduce a comparison, and distinguish preview results from
native service or hardware output. The viewer supports history and artifact downloads; tell the
user which run contains the result, and what was actually measured.
Make and validate an instrument
Start by changing one audible property: waveform, pitch, attack, or brightness. Render the
same four-note phrase before and after. Compare peak/RMS levels and listen to both WAV files.
For native DSP changes, edit workspace Source/main.cpp, run juce, and inspect the measured
recording. Keep the CMake target and WAV command arguments intact so the viewer can run it.
For full plugins, read $STUDIO_UPSTREAM/skills/juce-project-create/SKILL.md, then the
juce-project-starter and juce-build-release skills there. Plugin exports need their own host
and audio checks. The offline renderer is the starter's verified native path.
© autonomous-ai, 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 store/agents/juce-agent-toolkit/skills/juce-agent-toolkit of autonomous-ai/openharness.
Open the folder on GitHubat commit 74c2733
Compare with similar skills
Juce Agent Toolkit 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 |
|---|---|---|---|---|---|---|
| Juce Agent Toolkit this skillautonomous-ai/openharness | 1.2k | — | ~494 | Automated safety check: Pass | MIT | |
| 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 | |
| ONNX Runtime Shape Inference Safety Auditmicrosoft/onnxruntime | 22k | — | ~3.3k | Automated safety check: Pass | MIT | |
| Code Audit3stoneBrother/code-audit | 892 | 1 repos | ~2.7k | Automated safety check: Pass | None | |
| Qt C++ Code Reviewx-tools-author/x-tools | 1.1k | 2 repos | ~4.3k | Automated safety check: Pass | BSD-3-Clause |
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Works with
Questions about Juce Agent Toolkit
What does Juce Agent Toolkit do?
Create and inspect audio projects in the JUCE Agent Toolkit Harness workspace, including its local starter and optional upstream integration. Juce Agent Toolkit is an agent skill from autonomous-ai/openharness. Create and inspect audio projects in the JUCE Agent Toolkit Harness workspace, including its local starter and optional upstream integration.
How do I install Juce Agent Toolkit in Claude Code?
Run `npx skills add autonomous-ai/openharness --skill juce-agent-toolkit -a claude-code`. Or copy the skill folder (store/agents/juce-agent-toolkit/skills/juce-agent-toolkit in autonomous-ai/openharness) into .claude/skills/juce-agent-toolkit in your project. Claude Code loads it when a task matches its description.
How do I install Juce Agent Toolkit in Codex?
Run `npx skills add autonomous-ai/openharness --skill juce-agent-toolkit -a codex`. Or copy the skill folder (store/agents/juce-agent-toolkit/skills/juce-agent-toolkit in autonomous-ai/openharness) into .agents/skills/juce-agent-toolkit in your project. Codex loads it when a task matches its description.
Can I use Juce Agent Toolkit 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 autonomous-ai/openharness --skill juce-agent-toolkit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/juce-agent-toolkit, .gemini/skills/juce-agent-toolkit, .github/skills/juce-agent-toolkit and .opencode/skills/juce-agent-toolkit in your project.
What does Juce Agent Toolkit need to run?
SKILL.md names no scripts, command-line tools or credentials: Juce Agent Toolkit is instructions for the agent only. Our summary lists: Python 3.
Does Juce Agent Toolkit 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 Juce Agent Toolkit 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 Juce Agent Toolkit use?
Juce Agent Toolkit 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 Juce Agent Toolkit use?
About 494 tokens (SKILL.md is roughly 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 Juce Agent Toolkit?
Skills that share tags, products or a category with Juce Agent Toolkit: Paddle Build (PaddlePaddle/Paddle, 24k stars), Fory Release (apache/fory, 4.6k stars), ONNX Runtime Shape Inference Safety Audit (microsoft/onnxruntime, 22k stars) and Code Audit (3stoneBrother/code-audit, 892 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Juce Agent Toolkit?
autonomous-ai (a GitHub organization) maintains it in autonomous-ai/openharness, which has 1,194 GitHub stars. The repository holds 99 skills in this directory. The repository was last updated on October 9, 2026.
Source: autonomous-ai/openharness on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.