Python Project Workflow

Python Project Workflow — guides an AI agent through Python project setup, tooling, CI, packaging, and preservation.

This skill handles greenfield scaffolds (src layout, PEP 621, uv/Ruff/mypy/pytest), existing-project orientation, mature-repo preservation, CI configuration, packaging, and project hygiene — .gitignore presets, __pycache__/coverage/venv artifact handling, and preserving local ignore rules.

It does not review Python code. Pair it with py-review-skill for that.

The shipped payload is portable — no agent-specific commands or paths — so it works with Hermes, Claude Code, Codex, Gemini CLI, OpenCode. It is agentskills.io-compatible.

What It Does in Practice

Suppose you ask your agent:

Create a Python 3.11+ command-line project named invoice-checker. Use a src/ layout, add tests and GitHub Actions, and leave it ready to build.

The workflow guides the agent to:

classify the directory as a greenfield Python project;
establish one consistent Python-version contract across packaging, tools, and CI;
create PEP 621 project metadata, the package and CLI entry point, tests, Ruff, mypy, and pytest configuration;
add an appropriate GitHub Actions matrix and lockfile policy;
run the relevant lint, format, type, test, and build gates; and
report exactly what was created, what passed, and any remaining decisions.

A typical result looks like:

invoice-checker/
├── pyproject.toml
├── uv.lock
├── src/invoice_checker/
│   ├── __init__.py
│   └── cli.py
├── tests/
│   └── test_cli.py
└── .github/workflows/ci.yml

For an established project, the behavior is deliberately different: the skill first discovers the existing package manager, layout, version floor, formatter, test runner, and native CI gate. It works within those conventions instead of replacing Poetry with uv, Black with Ruff, or tox with a new workflow merely to match the greenfield defaults.

After implementation, use py-review-skill for the complementary code-review pass. The workflow skill answers “how should this project be structured and verified?”; the review skill answers “what is wrong or risky in this Python code?”

Python Frameworks

Framework projects (Django, FastAPI, Flask, etc.): This skill does NOT support frameworks. It provides a solid generic Python foundation — uv, ruff, mypy, pytest, CI matrix, .gitignore — but framework-specific conventions are out of its scope. This is by design. For those, use a dedicated skill or add the framework's steps to the CI template it generates.

Quick Start

Make the skill discoverable by your agent.

Hermes Agent

Install directly from GitHub:

hermes skills install CodeSigils/python-project-workflow-skill/skills/python-project-workflow

For development, clone the repo and add its skills/ directory to external_dirs:

skills:
  external_dirs:
    - /path/to/python-project-workflow/skills

Every commit is immediately reflected without reinstalling.

Other agents: see sections below for their native setup commands.

Claude Code

mkdir -p ~/.claude/skills
cp -r skills/python-project-workflow ~/.claude/skills/

Codex

mkdir -p ~/.agents/skills
cp -r skills/python-project-workflow ~/.agents/skills/

Gemini CLI / .agents/ path

mkdir -p .agents/skills
cp -r skills/python-project-workflow .agents/skills/

OpenCode

mkdir -p .opencode/skills
cp -r skills/python-project-workflow .opencode/skills/

For agents that support external skill directories, point the config at skills/python-project-workflow/ for live-updating access.

How to Use

Load python-project-workflow when working with a Python project.
The skill classifies your project — greenfield, existing, mature, or automation — and loads the relevant reference file automatically.
Review the orientation checklist (in SKILL.md § Orientation Checklist) to understand the project's Python version contract, tooling, and layout before editing.
Use the task classification table in SKILL.md to load the right reference for your task.

All references are self-contained. No external setup, config files, or environment variables required.

Skill Payload — What Ships to the User

Only skills/python-project-workflow/ is the runtime payload. Everything else is development infrastructure — canonical reference sources, maintenance scripts, CI, and repository documentation.

skills/
└── python-project-workflow/
    ├── SKILL.md                          # Runtime workflow and orientation guidance
    └── references/
        ├── pyproject-template.md         # PEP 621 project and tooling baseline
        ├── lint-format-typing-testing.md # Lint, format, type, test, and CI guidance
        ├── core-footguns.md              # Common Python correctness pitfalls
        ├── safe-editing.md               # Safe editing of escape-heavy content
        ├── mature-repo-preservation.md   # Preservation-first existing-repo workflow
        ├── eval-benchmark-hardening.md   # Reliable evaluation and benchmark practices
        ├── drift-classes.md              # Payload and installed-copy drift handling
        └── security-and-gitignore.md     # Secret-safe ignore and Git procedures

The payload contains Markdown instructions only: one SKILL.md and eight reference files. It includes no runtime scripts, configuration files, or dependencies. Copy skills/python-project-workflow/ to the agent's skill directory, as described in Quick Start above.

Portability

Each shipped file in skills/ is checked by CI for agent-specific references (skill_view, hermes skills, from hermes_tools, platform adapter paths, etc.). If a commit adds a platform-specific command, CI fails before it reaches the runtime.

The current runtime surface is entirely cross-agent compatible. Platform setup commands remain in this repository README; shipped skill files and references use portable paths and client-neutral operations.

Verify

python3 .github/scripts/check-portability.py
python3 scripts/check-version-consistency.py
python3 scripts/check-readme-tree.py
python3 scripts/validate-ci.py
python3 scripts/validate.py
python3 scripts/test-validate-ci.py
python3 scripts/verify-urls.py
python3 scripts/test-sync-payload.py
bash scripts/sync-payload.sh --ci
python3 -m ruff check scripts .github/scripts

Repo Layout

python-project-workflow/
├── README.md                            # Project overview, setup, usage, and verification
├── LICENSE                              # MIT license terms
├── CITATION.cff                         # Citation metadata for research and tooling
├── SECURITY.md                          # Vulnerability reporting policy and security scope
├── .gitignore                           # Local Python, editor, and agent-state exclusions
├── .gitattributes                       # Cross-platform text and line-ending policy
├── .github/
│   ├── workflows/ci.yml                 # Validation matrix and scheduled URL checks
│   └── scripts/check-portability.py      # Rejects agent-specific runtime references
├── references/                          # Canonical sources mirrored into the payload
│   ├── pyproject-template.md             # PEP 621 project and tool configuration baseline
│   ├── lint-format-typing-testing.md     # Tool commands and staged adoption guidance
│   ├── core-footguns.md                  # Common Python correctness pitfalls
│   ├── safe-editing.md                   # Safe handling of escape-heavy content
│   ├── mature-repo-preservation.md       # Preservation-first workflow for existing repos
│   ├── eval-benchmark-hardening.md       # Reliable benchmark and evaluation practices
│   ├── drift-classes.md                  # Payload and installed-copy drift handling
│   └── security-and-gitignore.md         # Secret-safe ignore and Git procedures
├── scripts/                             # Repository maintenance and validation tools
│   ├── payload-manifest.json             # Declares canonical files copied into the payload
│   ├── sync-payload.sh                   # Synchronizes or checks the runtime payload mirror
│   ├── check-version-consistency.py      # Validates version alignment across manifests and tags
│   ├── check-readme-tree.py              # Ensures README repo-layout tree matches tracked files
│   ├── test-validate-ci.py                # Regression tests for CI policy enforcement
│   ├── test-sync-payload.py              # Regression tests for payload drift behavior
│   ├── validate-ci.py                    # Enforces CI routing, required gates, toolchain policy, and action pins
│   ├── validate.py                       # Checks skill structure, metadata, and references
│   └── verify-urls.py                    # Checks documented external links on a schedule
└── skills/
    └── python-project-workflow/
        ├── SKILL.md                      # Runtime instructions and orientation checklist
        └── references/                   # Shipped mirrors of the canonical references
            └── *.md                      # Same eight guides listed under references/

Shipping boundary: skills/python-project-workflow/ is the runtime payload. Its SKILL.md is authored in place, while root references/ is the canonical source for mirrored payload references. scripts/payload-manifest.json declares what is mirrored, and scripts/sync-payload.sh --ci verifies the boundary without modifying it. Everything else is repository-only development infrastructure.

Maintainer note: the canonical/mirror architecture

This repository uses a canonical-source + mirrored-payload pattern for reference files:

Root references/ — the single source of truth. You edit these files. They are never shipped directly to agents.
skills/python-project-workflow/references/ — a mirror of the canonical files, included in the shipped payload. Agents load this copy at runtime.
scripts/sync-payload.sh — the synchronization tool. In normal mode it copies root references/ into the payload directory. In --ci mode it validates that the mirror matches the canonical source (fails on drift).
scripts/payload-manifest.json — declares which files are mirrored. Add a new reference file to this manifest and to root references/; the sync script handles the rest.

Workflow for editing a reference:

Edit the file in root references/.
Run bash scripts/sync-payload.sh (or push and let CI catch drift).
The sync-payload.sh --ci gate in CI will fail if the mirror is out of sync.

This pattern keeps the agent's runtime payload lean and portable, while giving maintainers a single canonical location to edit. It also scales: if this repo grows a second skill, both skills can mirror the same root references/ without duplication.

References

Reference	Purpose
`pyproject-template.md`	Modern baseline template with PEP 621 metadata
`lint-format-typing-testing.md`	Practical uv/Ruff/mypy/pytest commands and cross-platform tool guidance
`core-footguns.md`	Common Python pitfalls with examples and patterns
`safe-editing.md`	Safe edit workflow for backslash-heavy content
`mature-repo-preservation.md`	Preservation-first workflow for established repos
`eval-benchmark-hardening.md`	Benchmark and eval hardening guidance
`drift-classes.md`	Payload drift and installed-mirror staleness detection and remediation
`security-and-gitignore.md`	Secret-safe `.gitignore`, tracked-file, scanner, and commit-metadata procedures

The Orientation Checklist is now inlined in SKILL.md § Orientation Checklist.

License

MIT — see LICENSE.

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Python Project Workflow

What It Does in Practice

Python Frameworks

Quick Start

How to Use

Skill Payload — What Ships to the User

Portability

Verify

Repo Layout

Maintainer note: the canonical/mirror architecture

References

See also

License

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README.md

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README.md

File metadata and controls

Python Project Workflow

What It Does in Practice

Python Frameworks

Quick Start

How to Use

Skill Payload — What Ships to the User

Portability

Verify

Repo Layout

Maintainer note: the canonical/mirror architecture

References

See also

License