Python Development Python Scaffold
aiskillstore/marketplace
You are a Python project architecture expert specializing in scaffolding production-ready Python applications.
A skill your agent uses when building an Aegis Stack plugin, a separate package (aegis-stack-<name) that renders files into a project through aegis add <name.
$ npx skills add lbedner/aegis-stack --skill create-plugin -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install lbedner/aegis-stack create-plugin --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/lbedner/aegis-stack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/create-plugin .claude/skills/create-plugin && 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 "create-plugin" agent skill from https://github.com/lbedner/aegis-stack/tree/main/.claude/skills/create-plugin into .claude/skills/create-plugin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "create-plugin", 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/lbedner/aegis-stack/tree/main/.claude/skills/create-pluginType 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 lbedner/aegis-stack --skill create-plugin -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install lbedner/aegis-stack create-plugin --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lbedner/aegis-stack.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/create-plugin .agents/skills/create-plugin && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "create-plugin" agent skill from https://github.com/lbedner/aegis-stack/tree/main/.claude/skills/create-plugin into .agents/skills/create-plugin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "create-plugin", 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 lbedner/aegis-stack --skill create-plugin -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install lbedner/aegis-stack create-plugin --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lbedner/aegis-stack.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/create-plugin .cursor/skills/create-plugin && 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 "create-plugin" agent skill from https://github.com/lbedner/aegis-stack/tree/main/.claude/skills/create-plugin into .cursor/skills/create-plugin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "create-plugin", 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/lbedner/aegis-stack.git --path .claude/skills/create-plugin--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 lbedner/aegis-stack --skill create-plugin -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install lbedner/aegis-stack create-plugin --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lbedner/aegis-stack.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/create-plugin .gemini/skills/create-plugin && 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 "create-plugin" agent skill from https://github.com/lbedner/aegis-stack/tree/main/.claude/skills/create-plugin into .gemini/skills/create-plugin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "create-plugin", 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 lbedner/aegis-stack create-pluginInstalls 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 lbedner/aegis-stack --skill create-plugin -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/lbedner/aegis-stack.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/create-plugin .github/skills/create-plugin && 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 "create-plugin" agent skill from https://github.com/lbedner/aegis-stack/tree/main/.claude/skills/create-plugin into .github/skills/create-plugin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "create-plugin", 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 lbedner/aegis-stack --skill create-plugin -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install lbedner/aegis-stack create-plugin --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lbedner/aegis-stack.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/create-plugin .opencode/skills/create-plugin && 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 "create-plugin" agent skill from https://github.com/lbedner/aegis-stack/tree/main/.claude/skills/create-plugin into .opencode/skills/create-plugin/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "create-plugin", 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.
create-pluginA skill your agent uses when building an Aegis Stack plugin, a separate package (aegis-stack-<name) that renders files into a project through aegis add <name.
Create Plugin is an agent skill from lbedner/aegis-stack. Use when building an Aegis Stack plugin, a separate package (aegis-stack-<name) that renders files into a project through aegis add <name. Covers the scaffold, the plugin spec, the file conventions a project finds on disk, testing inside a generated project, and publishing.
Its SKILL.md is about 1.3k 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 Backend & APIs, covering Project scaffolding. It works with Python and FastAPI. The repository describes itself as: A production-ready FastAPI platform with modular components and a built-in control plane. The licence is MIT.
10 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit fb708b7. 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:
makeuvFrom 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.
Create Plugin loads about 1.3k tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 671 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 lbedner/aegis-stack at commit fb708b7, republished under its MIT licence (© lbedner). 671 words, ~1,333 tokens.
.claude/skills/create-plugin/SKILL.md (or your agent's skills folder).A plugin is a separate Python package whose get_spec() returns a PluginSpec
(the same declaration built-in services use) and whose templates render into a
project on aegis add <name>. Much of what a plugin contributes needs no
wiring: the project finds a module of a known name in every service package on
disk.
Use when the work is a new optional capability shipped outside this repo: an integration (a source for the research service, a scraper), or a service a project opts into by installing a package.
Do NOT use for a capability that ships with the framework itself (use the
add-service or add-component skill), or for changing the plugin system in
this repo (that is ordinary work in aegis/core/plugins/).
In the plugin repository (created by aegis plugins create <name>):
pyproject.toml: the aegis.plugins entry point, keywords
(aegis-stack-plugin lists it in the directory), the aegis-stack floor.src/aegis_stack_<name>/plugin.py: get_spec(): required_services /
required_components, files=FileManifest(primary=[...]), wiring= only
for what a convention module does not cover, migrations= only if it owns
tables.src/aegis_stack_<name>/templates/{{ project_slug }}/: the files a project
receives. Convention modules in app/services/<service>/:models.py (or models/): tables, picked up by the model registry.change_types.py: changes a model proposes and a user approves.scheduled_jobs.py: JOBS, a tuple of ServiceJob (app.core.schedule).tools.py: register_tool(...) calls (app.core.tools), for agents and
MCP clients.sources.py: register_source(...) (app.services.research.registry),
for a research source.src/aegis_stack_<name>/templates/{{ project_slug }}/tests/: the template's
tests, which run inside a generated project.tests/test_plugin.py: tests that pin the spec.README.md, LICENSE.In this repo, only when a plugin needs a hook no convention covers: the
convention's discovery in the template (app/core/discovery.py
import_modules_named) and docs/plugins/creating.md's convention table.
aegis plugins create <name> -d <parent> --author "..." --description "...".wiring=,
which a project only honours for the hooks PluginWiring declares.tests/fixtures/<name>/ before writing any mapping code; build the model
from what the API actually returns.httpx.MockTransport or a module-level _transport seam, never the
network).files=FileManifest(primary=[...]).uv pip install -e <plugin>; confirm with aegis plugins list.aegis add <name>, and run the template's tests there under the project's
gate: uv run pytest <tests> --queryspy-strict --queryspy-baseline .queryspy-baseline.json.make fix reformatted in the rendered
files, so the template matches what a project receives.make check; then create the repository with the
aegis-stack-plugin topic and push. Publishing to PyPI is the separate step
in docs/plugins/publishing.md.make check in the plugin repository (ruff and the spec tests).aegis add <name>,
under the queryspy strict gate.make lint and make typecheck in that generated project..py (not .jinja) are seen by the plugin
repo's own ruff and pytest; the scaffold's extend-exclude and testpaths
keep them out, because their import order is the project's and their tests
import app.FileManifest.primary stays
behind after aegis remove <name>, because removal walks only the manifest.required_services is the real version guard for a plugin that builds on a
service: an older aegis-stack without that service refuses the add, while an
aegis_version floor set ahead of a release blocks local development on the
unreleased version.app.core.time.as_stored), and Postgres
refuses an aware value where SQLite accepts it, so test the mapping, not only
the SQLite suite.© lbedner, 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 .claude/skills/create-plugin of lbedner/aegis-stack.
Open the folder on GitHubat commit fb708b7
Create Plugin 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 |
|---|---|---|---|---|---|---|
| Create Plugin this skilllbedner/aegis-stack | 143 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Python Development Python Scaffoldaiskillstore/marketplace | 430 | 7 repos | ~1.9k | Automated safety check: Pass | None | |
| Python Development Python Scaffolddiegosouzapw/awesome-omni-skills | 159 | — | ~3.7k | Automated safety check: Pass | MIT | |
| FastAPI Project Templateswshobson/agents | 40k | 12 repos | ~901 | Automated safety check: Pass | MIT | |
| Python API Endpoint Creatorc0x12c/ai-toolkit | 106 | — | ~764 | Automated safety check: Pass | None | |
| Python Developmentsickn33/agentic-awesome-skills | 47k | 1 repos | ~477 | Automated safety check: Pass | MIT |
aiskillstore/marketplace
You are a Python project architecture expert specializing in scaffolding production-ready Python applications.
diegosouzapw/awesome-omni-skills
Python Project Scaffolding workflow skill. An agent skill from diegosouzapw/awesome-omni-skills.
wshobson/agents
Scaffolds FastAPI projects with a layered app layout, dependency injection through Depends, async handlers and database access, middleware and pytest setup.
c0x12c/ai-toolkit
Creates FastAPI endpoints with layered architecture (Router → Service → Repository).
sickn33/agentic-awesome-skills
You are a Python project architecture expert specializing in scaffolding production-ready Python applications.
volfpeter/holm
A skill your agent uses when writing or modifying documentation, guides, or example READMEs.
lbedner/aegis-stack
A skill your agent uses when cutting a release of the aegis-stack package.
lbedner/aegis-stack
A skill your agent uses when developing or modifying Copier templates in aegis/templates, or backporting a change from a generated project (e.g.
lbedner/aegis-stack
A skill your agent uses when adding a command to the aegis tool CLI (the framework's own aegis ...
lbedner/aegis-stack
A skill your agent uses when handed a GitHub issue (number or URL) to execute end to end.
lbedner/aegis-stack
A skill your agent uses when a code or template change introduces a new translation message key, in either the framework CLI (aegis/i18n/locales/) or a generated project's CLI (the app/i18n/locales/…
lbedner/aegis-stack
A skill your agent uses when collapsing a feature branch into a single commit before opening or merging a PR.
A skill your agent uses when building an Aegis Stack plugin, a separate package (aegis-stack-<name) that renders files into a project through aegis add <name. Create Plugin is an agent skill from lbedner/aegis-stack. Use when building an Aegis Stack plugin, a separate package (aegis-stack-<name) that renders files into a project through aegis add <name.
Create Plugin fits situations like: building an Aegis Stack plugin; A separate package (aegis-stack-<name) that renders files into a project through aegis add <name.
Run `npx skills add lbedner/aegis-stack --skill create-plugin -a claude-code`. Or copy the skill folder (.claude/skills/create-plugin in lbedner/aegis-stack) into .claude/skills/create-plugin in your project. Claude Code loads it when a task matches its description.
Run `npx skills add lbedner/aegis-stack --skill create-plugin -a codex`. Or copy the skill folder (.claude/skills/create-plugin in lbedner/aegis-stack) into .agents/skills/create-plugin 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 lbedner/aegis-stack --skill create-plugin -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/create-plugin, .gemini/skills/create-plugin, .github/skills/create-plugin and .opencode/skills/create-plugin in your project.
Going by SKILL.md and its folder, Create Plugin needs the command-line tools its instructions call (make and uv). 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.
Create Plugin is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5.3k 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 Create Plugin: Python Development Python Scaffold (aiskillstore/marketplace, 430 stars), Python Development Python Scaffold (diegosouzapw/awesome-omni-skills, 159 stars), FastAPI Project Templates (wshobson/agents, 40k stars) and Python API Endpoint Creator (c0x12c/ai-toolkit, 106 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
lbedner (a GitHub user) maintains it in lbedner/aegis-stack, which has 143 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 8, 2026.
Source: lbedner/aegis-stack on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.