Polyphony
alinaqi/maggy
Multi-agent orchestration with container-isolated workspaces — each agent session runs in its own Docker container with independent git branches
Build PX4 board firmware on macOS in the px4-dev Docker container, including git worktrees, and stage commit-labeled artifacts without flashing hardware.
$ npx skills add PX4/PX4-Autopilot --skill build-px4-macos -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install PX4/PX4-Autopilot build-px4-macos --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/PX4/PX4-Autopilot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/build-px4-macos .claude/skills/build-px4-macos && 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 "build-px4-macos" agent skill from https://github.com/PX4/PX4-Autopilot/tree/main/.agents/skills/build-px4-macos into .claude/skills/build-px4-macos/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "build-px4-macos", 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/PX4/PX4-Autopilot/tree/main/.agents/skills/build-px4-macosType 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 PX4/PX4-Autopilot --skill build-px4-macos -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install PX4/PX4-Autopilot build-px4-macos --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PX4/PX4-Autopilot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/build-px4-macos .agents/skills/build-px4-macos && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "build-px4-macos" agent skill from https://github.com/PX4/PX4-Autopilot/tree/main/.agents/skills/build-px4-macos into .agents/skills/build-px4-macos/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "build-px4-macos", 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 PX4/PX4-Autopilot --skill build-px4-macos -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install PX4/PX4-Autopilot build-px4-macos --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PX4/PX4-Autopilot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/build-px4-macos .cursor/skills/build-px4-macos && 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 "build-px4-macos" agent skill from https://github.com/PX4/PX4-Autopilot/tree/main/.agents/skills/build-px4-macos into .cursor/skills/build-px4-macos/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "build-px4-macos", 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/PX4/PX4-Autopilot.git --path .agents/skills/build-px4-macos--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 PX4/PX4-Autopilot --skill build-px4-macos -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install PX4/PX4-Autopilot build-px4-macos --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PX4/PX4-Autopilot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/build-px4-macos .gemini/skills/build-px4-macos && 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 "build-px4-macos" agent skill from https://github.com/PX4/PX4-Autopilot/tree/main/.agents/skills/build-px4-macos into .gemini/skills/build-px4-macos/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "build-px4-macos", 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 PX4/PX4-Autopilot build-px4-macosInstalls 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 PX4/PX4-Autopilot --skill build-px4-macos -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/PX4/PX4-Autopilot.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/build-px4-macos .github/skills/build-px4-macos && 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 "build-px4-macos" agent skill from https://github.com/PX4/PX4-Autopilot/tree/main/.agents/skills/build-px4-macos into .github/skills/build-px4-macos/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "build-px4-macos", 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 PX4/PX4-Autopilot --skill build-px4-macos -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install PX4/PX4-Autopilot build-px4-macos --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PX4/PX4-Autopilot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/build-px4-macos .opencode/skills/build-px4-macos && 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 "build-px4-macos" agent skill from https://github.com/PX4/PX4-Autopilot/tree/main/.agents/skills/build-px4-macos into .opencode/skills/build-px4-macos/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "build-px4-macos", 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.
build-px4-macosBuild PX4 board firmware on macOS in the px4-dev Docker container, including git worktrees, and stage commit-labeled artifacts without flashing hardware.
Build Px4 macOS is an agent skill from PX4/PX4-Autopilot. Build PX4 board firmware on macOS in the px4-dev Docker container, including git worktrees, and stage commit-labeled artifacts without flashing hardware.
Its SKILL.md is about 1.1k 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 Git worktrees and Containers. It works with macOS, Docker and Git. The repository describes itself as: PX4 Autopilot Software. The licence is BSD-3-Clause.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit a427a2e. 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:
gitdockermakeFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git and docker, which can reach the network depending on how they are called.
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.
Build Px4 macOS loads about 1.1k tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 496 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 PX4/PX4-Autopilot at commit a427a2e, republished under its BSD-3-Clause licence (© PX4). 496 words, ~1,066 tokens.
.claude/skills/build-px4-macos/SKILL.md (or your agent's skills folder).Builds run in the multi-arch px4io/px4-dev container, so the host needs no
NuttX toolchain. If Tools/setup/macos.sh has been run (arm-none-eabi-gcc
on PATH), make <target> also works natively. The container has no Gazebo or
ROS 2; for simulation use the host setup in docs/en/dev_setup/dev_env_mac.md.
px4_fmu-v6xrt_default or
cubepilot_cubeorange_default. Ask for the target if it is missing.For a POSIX SITL target, use an appropriate SITL workflow instead; do not promise
a flashable .px4 artifact.
AGENTS.md.git status --short and git worktree list. Validate the target
against boards/ and the repository's build configuration.docker image inspect px4io/px4-dev:v1.17.0; pull it if missing.build-<short-sha> in the worktree location from .agents/README.md,
using git worktree add --detach.
Reuse a path only after confirming its HEAD and working-tree state match the
request. Never switch the user's active branch.build/<target>/ directory. Do not blindly clean source or
user files.Read Tools/docker_run.sh in the checkout being built. Use it if it handles
the git common-directory mount, a writable HOME for the non-root user, and
container git ownership. Otherwise run the equivalent container explicitly.
The checked-in wrapper may not yet provide these worktree requirements.
From the selected worktree root, after assigning TARGET to the validated board
target, the explicit form is:
SRC_DIR="$(pwd -P)"
CCACHE_DIR="${HOME}/.ccache"
GIT_COMMON_DIR="$(git rev-parse --path-format=absolute --git-common-dir)"
mkdir -p "$CCACHE_DIR"
docker run --rm \
--workdir="$SRC_DIR" \
--user="$(id -u):$(id -g)" \
--env=HOME=/tmp \
--env=CCACHE_DIR="$CCACHE_DIR" \
--env=GIT_CONFIG_COUNT=1 \
--env=GIT_CONFIG_KEY_0=safe.directory \
--env=GIT_CONFIG_VALUE_0='*' \
--volume="$SRC_DIR:$SRC_DIR:rw" \
--volume="$GIT_COMMON_DIR:$GIT_COMMON_DIR:rw" \
--volume="$CCACHE_DIR:$CCACHE_DIR:rw" \
px4io/px4-dev:v1.17.0 \
make "$TARGET"Run this with Bash and stop if path resolution or preparation fails. Mounting the worktree and git common directory at their original absolute paths preserves git's worktree references. The ownership exception is scoped to this container; do not change the user's global git configuration.
Preserve the build's exit status. If capturing output through tee or tail,
enable set -o pipefail in that shell. Report failures; do not treat an old
artifact as evidence of success.
After a successful build, require build/<target>/<target>.px4 to exist.
Copy it to /tmp/px4-firmware/ with a distinct name such as
<target>_<ref-label>_<short-sha>_<timestamp>.px4. Do not overwrite an existing
artifact. Label dirty-tree builds explicitly: their source is not represented
by the commit alone.
Report the source ref, commit, dirty state, target, absolute artifact path, and
size. Staging is not flashing; never invoke an uploader without a separate user
request. Artifacts under /tmp are temporary and may disappear on reboot.
Remove only clean temporary worktrees created for this invocation, using
git worktree remove, or report retained worktrees if cleanup is unsafe.
© PX4, BSD-3-Clause. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/build-px4-macos of PX4/PX4-Autopilot.
Open the folder on GitHubat commit a427a2e
Build Px4 macOS 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 |
|---|---|---|---|---|---|---|
| Build Px4 macOS this skillPX4/PX4-Autopilot | 13k | — | ~1.1k | Automated safety check: Pass | BSD-3-Clause | |
| Polyphonyalinaqi/maggy | 707 | — | ~980 | Automated safety check: Pass | MIT | |
| Devcontainer Devstacklok/toolhive-studio | 170 | — | ~3.8k | Automated safety check: Notes | Apache-2.0 | |
| Checkopenwpm/OpenWPM | 1.4k | — | ~1.5k | Automated safety check: Pass | Custom licence | |
| Git Worktree Setupk8zdev/k8z | 155 | — | ~930 | Automated safety check: Pass | None | |
| Triage Image Cvesactivepieces/activepieces | 25k | — | ~3.6k | Automated safety check: Pass | Custom licence |
alinaqi/maggy
Multi-agent orchestration with container-isolated workspaces — each agent session runs in its own Docker container with independent git branches
stacklok/toolhive-studio
Spin up and interact with ToolHive Studio's containerized dev environment (Xvfb + noVNC + DinD).
openwpm/OpenWPM
A skill your agent uses to check on background feature agents launched via /kickoff — running in tmux sessions or docker/podman containers.
k8zdev/k8z
Automate git worktree creation and copy private files (not tracked in git) to new workdirs.
activepieces/activepieces
Scan an Activepieces Docker image with grype for OS/base-image (deb) and application (npm) CVEs of High/Critical severity.
vaayne/mori
Use Mori CLI to enable agent-to-agent communication and coordination across Mori-managed panes.
PX4/PX4-Autopilot
Rebase a branch onto main, handling squash-merged parent branches cleanly
PX4/PX4-Autopilot
Build PX4 firmware or SITL natively on a Linux host, in the current checkout, without flashing hardware.
PX4/PX4-Autopilot
Substance-focused review of a PX4 pull request — merit, first-principles correctness, architecture fit.
PX4/PX4-Autopilot
Create a conventional commit for PX4 changes. An agent skill from PX4/PX4-Autopilot.
PX4/PX4-Autopilot
Create a pull request with conventional commit title and description
Categories
Build PX4 board firmware on macOS in the px4-dev Docker container, including git worktrees, and stage commit-labeled artifacts without flashing hardware. Build Px4 macOS is an agent skill from PX4/PX4-Autopilot. Build PX4 board firmware on macOS in the px4-dev Docker container, including git worktrees, and stage commit-labeled artifacts without flashing hardware.
Build Px4 macOS fits situations like: tasks that involve Git worktrees; tasks that involve Containers.
Run `npx skills add PX4/PX4-Autopilot --skill build-px4-macos -a claude-code`. Or copy the skill folder (.agents/skills/build-px4-macos in PX4/PX4-Autopilot) into .claude/skills/build-px4-macos in your project. Claude Code loads it when a task matches its description.
Run `npx skills add PX4/PX4-Autopilot --skill build-px4-macos -a codex`. Or copy the skill folder (.agents/skills/build-px4-macos in PX4/PX4-Autopilot) into .agents/skills/build-px4-macos 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 PX4/PX4-Autopilot --skill build-px4-macos -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/build-px4-macos, .gemini/skills/build-px4-macos, .github/skills/build-px4-macos and .opencode/skills/build-px4-macos in your project.
Going by SKILL.md and its folder, Build Px4 macOS needs the command-line tools its instructions call (git, docker and make). Our summary lists: Docker.
SKILL.md contains no URLs. Its commands use git and docker, which can reach the network depending on how they are called. 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.
Build Px4 macOS is published under the BSD-3-Clause licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.3k 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 Build Px4 macOS: Polyphony (alinaqi/maggy, 707 stars), Devcontainer Dev (stacklok/toolhive-studio, 170 stars), Check (openwpm/OpenWPM, 1.4k stars) and Git Worktree Setup (k8zdev/k8z, 155 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
PX4 (a GitHub organization) maintains it in PX4/PX4-Autopilot, which has 12,763 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on October 8, 2026.
Source: PX4/PX4-Autopilot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.