AI Server
Opentrons/opentrons
Conventions for the opentrons-ai-server FastAPI service — project structure, uv dependency management, settings, testing, Docker, and deployment.
Add or manage third-party dependencies in a Polylith workspace.
$ npx skills add DavidVujic/python-polylith --skill polylith-dependency-management -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install DavidVujic/python-polylith polylith-dependency-management --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/DavidVujic/python-polylith.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/polylith/polylith-dependency-management .claude/skills/polylith-dependency-management && 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 "polylith-dependency-management" agent skill from https://github.com/DavidVujic/python-polylith/tree/main/.agents/skills/polylith/polylith-dependency-management into .claude/skills/polylith-dependency-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polylith-dependency-management", 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/DavidVujic/python-polylith/tree/main/.agents/skills/polylith/polylith-dependency-managementType 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 DavidVujic/python-polylith --skill polylith-dependency-management -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install DavidVujic/python-polylith polylith-dependency-management --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DavidVujic/python-polylith.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/polylith/polylith-dependency-management .agents/skills/polylith-dependency-management && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "polylith-dependency-management" agent skill from https://github.com/DavidVujic/python-polylith/tree/main/.agents/skills/polylith/polylith-dependency-management into .agents/skills/polylith-dependency-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polylith-dependency-management", 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 DavidVujic/python-polylith --skill polylith-dependency-management -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install DavidVujic/python-polylith polylith-dependency-management --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DavidVujic/python-polylith.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/polylith/polylith-dependency-management .cursor/skills/polylith-dependency-management && 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 "polylith-dependency-management" agent skill from https://github.com/DavidVujic/python-polylith/tree/main/.agents/skills/polylith/polylith-dependency-management into .cursor/skills/polylith-dependency-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polylith-dependency-management", 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/DavidVujic/python-polylith.git --path .agents/skills/polylith/polylith-dependency-management--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 DavidVujic/python-polylith --skill polylith-dependency-management -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install DavidVujic/python-polylith polylith-dependency-management --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DavidVujic/python-polylith.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/polylith/polylith-dependency-management .gemini/skills/polylith-dependency-management && 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 "polylith-dependency-management" agent skill from https://github.com/DavidVujic/python-polylith/tree/main/.agents/skills/polylith/polylith-dependency-management into .gemini/skills/polylith-dependency-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polylith-dependency-management", 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 DavidVujic/python-polylith polylith-dependency-managementInstalls 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 DavidVujic/python-polylith --skill polylith-dependency-management -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/DavidVujic/python-polylith.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/polylith/polylith-dependency-management .github/skills/polylith-dependency-management && 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 "polylith-dependency-management" agent skill from https://github.com/DavidVujic/python-polylith/tree/main/.agents/skills/polylith/polylith-dependency-management into .github/skills/polylith-dependency-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polylith-dependency-management", 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 DavidVujic/python-polylith --skill polylith-dependency-management -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install DavidVujic/python-polylith polylith-dependency-management --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DavidVujic/python-polylith.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/polylith/polylith-dependency-management .opencode/skills/polylith-dependency-management && 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 "polylith-dependency-management" agent skill from https://github.com/DavidVujic/python-polylith/tree/main/.agents/skills/polylith/polylith-dependency-management into .opencode/skills/polylith-dependency-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polylith-dependency-management", 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.
polylith-dependency-managementAdd or manage third-party dependencies in a Polylith workspace.
Polylith Dependency Management is an agent skill from DavidVujic/python-polylith. Add or manage third-party dependencies in a Polylith workspace. Use when the user wants to install a new library (e.g., requests, fastapi) for a brick or project.
Its SKILL.md is about 640 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 Dependency management and Backend development. It works with FastAPI. The repository describes itself as: Tooling support for the Polylith Architecture in Python. The licence is MIT.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit a7a80f2. 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:
uvpoetryFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use uv, 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.
Polylith Dependency Management loads about 643 tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 283 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 DavidVujic/python-polylith at commit a7a80f2, republished under its MIT licence (© DavidVujic). 283 words, ~643 tokens.
.claude/skills/polylith-dependency-management/SKILL.md (or your agent's skills folder).💡 Terminology: this skill uses Polylith terms like brick, project, and development project. If they're unfamiliar, load
polylith-conceptsfirst.
Polylith manages third-party dependencies differently than standard Python projects.
pyproject.toml (the development project). This ensures local REPLs, tests, and the shared lockfile work correctly. Use your package manager (e.g., uv add <package>, poetry add <package>) at the workspace root.projects/<name>):
If a library is required for production by a specific deployable project, it must also be added to that project's pyproject.toml under projects/<name>/. Do this by manually editing the dependencies array in projects/<name>/pyproject.toml.⚠ Never add dependencies to a brick's directory. Bricks do not have their own
pyproject.tomlfiles.
requests to an api projectInstall it at the root so the lockfile updates and it's available for local development:
uv add requestsManually add it to the deployable project that needs it:
Edit projects/api/pyproject.toml.
Important Versioning Rule: Before adding the dependency to the project, check the root pyproject.toml. If it contains a [tool.uv.workspace] section (e.g., members = ["projects/*"]), then uv workspaces is enabled.
If uv workspaces is enabled, do not specify the version in the project's pyproject.toml. Just use the package name, because versions are centrally pinned in the root. If workspaces are not enabled, then you should specify the version.
# WITH uv/poetry workspaces enabled (Recommended):
dependencies = [
"requests"
]
# WITHOUT workspaces enabled:
dependencies = [
"requests>=2.31.0"
]Run poly check (load polylith-check) to verify the workspace is valid. poly check will catch if a project imports requests but forgot to declare it in its pyproject.toml.
poly libs (load polylith-libs) to inspect current dependency usage across projects.© DavidVujic, MIT. 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/polylith/polylith-dependency-management of DavidVujic/python-polylith.
Open the folder on GitHubat commit a7a80f2
Polylith Dependency Management 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 |
|---|---|---|---|---|---|---|
| Polylith Dependency Management this skillDavidVujic/python-polylith | 553 | — | ~643 | Automated safety check: Pass | MIT | |
| AI ServerOpentrons/opentrons | 521 | — | ~2.5k | Automated safety check: Notes | Apache-2.0 | |
| Releasezmievsa/cadwyn | 309 | — | ~522 | Automated safety check: Pass | MIT | |
| Mastering Python SkillSpillwaveSolutions/agent-brain | 120 | — | ~1.4k | Automated safety check: Notes | MIT | |
| Flowfile Debugging PlaybookEdwardvaneechoud/Flowfile | 370 | — | ~6.3k | Automated safety check: Pass | MIT | |
| Senior Fullstackalirezarezvani/claude-skills | 28k | 1 repos | ~3.7k | Automated safety check: Notes | MIT |
Opentrons/opentrons
Conventions for the opentrons-ai-server FastAPI service — project structure, uv dependency management, settings, testing, Docker, and deployment.
zmievsa/cadwyn
Prepare and publish Cadwyn releases. An agent skill from zmievsa/cadwyn.
SpillwaveSolutions/agent-brain
Modern Python coaching covering language foundations through advanced production patterns.
Edwardvaneechoud/Flowfile
Symptom-to-cause triage playbook for Flowfile (core/worker/kernel/frontend/AI) — covers "no such table" DB cascades (two distinct causes), import-time Alembic migration corruption, silent…
alirezarezvani/claude-skills
Fullstack development toolkit with project scaffolding for Next.js, FastAPI, MERN, and Django stacks, code quality analysis with security and complexity scoring, and stack selection guidance.
borghei/Claude-Skills
Fullstack development toolkit with project scaffolding for Next.js/FastAPI/MERN/Django stacks and code quality analysis.
DavidVujic/python-polylith
Create a Polylith base with poly create base — the entry point of a deployable application (HTTP API, CLI, message-queue consumer, AWS Lambda handler, GCP Cloud Function, scheduled job).
DavidVujic/python-polylith
Validate a Polylith workspace with poly check — the canonical CI gate.
DavidVujic/python-polylith
Create a Polylith component with poly create component — a reusable, isolated brick implementing business logic, a feature, a domain module, or a capability.
DavidVujic/python-polylith
Visualize brick × brick dependencies with poly deps — find circular dependencies, inspect a brick's public interface, and detect interface-bypass violations.
DavidVujic/python-polylith
List Polylith bricks whose implementation changed since a git tag using poly diff.
DavidVujic/python-polylith
Inspect third-party libraries used per Polylith project with poly libs.
Works with
Categories
Add or manage third-party dependencies in a Polylith workspace. Polylith Dependency Management is an agent skill from DavidVujic/python-polylith. Add or manage third-party dependencies in a Polylith workspace.
Polylith Dependency Management fits situations like: the user wants to install a new library (e.g; fastapi) for a brick.
Run `npx skills add DavidVujic/python-polylith --skill polylith-dependency-management -a claude-code`. Or copy the skill folder (.agents/skills/polylith/polylith-dependency-management in DavidVujic/python-polylith) into .claude/skills/polylith-dependency-management in your project. Claude Code loads it when a task matches its description.
Run `npx skills add DavidVujic/python-polylith --skill polylith-dependency-management -a codex`. Or copy the skill folder (.agents/skills/polylith/polylith-dependency-management in DavidVujic/python-polylith) into .agents/skills/polylith-dependency-management 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 DavidVujic/python-polylith --skill polylith-dependency-management -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/polylith-dependency-management, .gemini/skills/polylith-dependency-management, .github/skills/polylith-dependency-management and .opencode/skills/polylith-dependency-management in your project.
Going by SKILL.md and its folder, Polylith Dependency Management needs the command-line tools its instructions call (uv and poetry). Our summary lists: Python 3.
SKILL.md contains no URLs. Its commands use uv, 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.
Polylith Dependency Management is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 643 tokens (SKILL.md is roughly 2.6k 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 Polylith Dependency Management: AI Server (Opentrons/opentrons, 521 stars), Release (zmievsa/cadwyn, 309 stars), Mastering Python Skill (SpillwaveSolutions/agent-brain, 120 stars) and Flowfile Debugging Playbook (Edwardvaneechoud/Flowfile, 370 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
DavidVujic (a GitHub user) maintains it in DavidVujic/python-polylith, which has 553 GitHub stars. The repository holds 37 skills in this directory. The repository was last updated on October 4, 2026.
Source: DavidVujic/python-polylith on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.