py-for-ai 0.3.0

A command-line utility to pack Python codebases into a single text file for AI context, with clipboard support.

py-ai 🚀

py-ai is a lightweight, zero-configuration command-line interface (CLI) tool designed for developers. It recursively scans your local Python codebase, filters out unnecessary files, and compiles your entire project—complete with a beautiful ASCII directory tree and LLM-ready statistics (lines & estimated tokens)—into a single text or Markdown file while automatically copying it to your clipboard.

Perfect for instantly feeding your codebase context into Large Language Models (LLMs) like ChatGPT, Claude, and Gemini.

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✨ Features

• LLM-ready statistics: every pack ends with the total line count and an estimated token count (accurate cl100k_base counting when tiktoken is installed, ~4 chars/token heuristic otherwise), printed in the output header and in the CLI summary.
• Two output formats: classic plain text (--- START OF FILE: ... ---) and Markdown (--format markdown) with language-aware fenced code blocks — paste straight into a chat and get syntax highlighting.
• Smart Filtering: automatically ignores VCS folders (.git, .github), virtual environments (.venv, venv), IDE settings (.vscode, .idea), build artifacts (dist, build, *.egg-info), caches (__pycache__, .pytest_cache), binary files (images, archives, databases, executables — plus a NUL-byte content heuristic) and hidden files (except explicitly allowed configs like .gitignore, .env.example, .editorconfig, .dockerignore).
• .gitignore / .pyaiignore support: honored automatically when the optional pathspec dependency is installed (pip install py-for-ai[gitignore]).
• Custom exclusions: additional glob patterns via --exclude (repeatable) and a per-file size cap via --max-file-size.
• Output control: --quiet/-q for CI-friendly silent runs (errors still go to stderr), --verbose/-v for extra details, --no-tree to drop the directory tree section, and --no-token-count to skip token estimation on large projects.
• Symlink-Safe: symlinks pointing outside the project root are never followed or packed; directory symlinks are never traversed, so cycles and aliased duplicates are impossible. Suspicious links stay visible in the directory tree with an explanatory note.
• Deep-Project-Proof: iterative (stack-based) directory traversal — no RecursionError on very deeply nested projects.
• Encoding-Aware: reads UTF-8, UTF-8-BOM, UTF-16/32 (via BOM), legacy Cyrillic cp1251 and other 8-bit encodings automatically; true binary files are skipped with a clear warning and marked in the tree.
• ASCII Directory Tree: a clean, sorted representation of your project layout, consistent with the packed content (skipped files are annotated).
• Clipboard Integration: automatically copies the packed content; gracefully falls back with a warning in headless/SSH environments.

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📂 Project Layout

py_ai_project/
├── pyproject.toml
├── README.md
├── CHANGELOG.md
├── .github/workflows/tests.yml   # CI: pytest on 3 OS × 6 Python versions
├── tests/                        # pytest suite
└── src/py_ai/
    ├── __init__.py               # version (read from installed metadata)
    ├── __main__.py               # python -m py_ai
    ├── cli.py                    # argument parsing & user interaction
    ├── core.py                   # traversal orchestration + tree builder
    ├── filters.py                # ignore rules, --exclude, .gitignore support
    ├── readers.py                # encoding/binary-aware file reading
    ├── tokens.py                 # line & token statistics
    └── formatting.py             # text / markdown output assembly

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🚀 Quick Start

Installation

Install the utility directly from PyPI (note: the distribution name is py-for-ai):

pip install py-for-ai

Optional extras:

pip install "py-for-ai[tokens]"       # accurate token counting via tiktoken
pip install "py-for-ai[gitignore]"    # respect .gitignore / .pyaiignore files
pip install "py-for-ai[all]"          # everything above

(Or install it locally for development):

git clone https://github.com/Maksum867/py-ai.git
cd py-ai
pip install -e ".[dev]"
pytest

Full pre-release verification (one command)

Run everything — tests, lint, CLI smoke checks, git hygiene, build, wheel smoke — from the repo root:

powershell -ExecutionPolicy Bypass -File verify_all.ps1     # full check
.\verify_all.ps1 -SkipBuild                                  # quick check (no build)

The script exits 0 when every check passes and 1 when anything fails.

Usage

Run the utility from any terminal session — both pyai and the py-ai alias are available:

# 1. Pack current directory and copy to clipboard:
pyai

# 2. Pack a specific directory:
pyai /path/to/your/project

# 3. Save the results to a custom file:
pyai . -o custom_output.txt

# 4. Run without clipboard copy (ideal for remote servers or CI/CD):
pyai --no-clipboard

# 5. Markdown output with syntax-aware code fences:
pyai --format markdown -o context.md

# 6. Skip large files and extra paths:
pyai --max-file-size 200KB --exclude '*.log' --exclude 'docs/*'

# 7. Same via the alias or as a module; show the installed version:
py-ai --no-clipboard
python -m py_ai --version

# 8. CI-friendly: no informational output, no clipboard, no tree:
pyai --quiet --no-clipboard --no-tree -o context.txt

# 9. Skip token estimation (faster on big repos) or show extra details:
pyai --no-token-count
pyai --verbose

---

📄 Output Format Examples

Plain text (default)

================================================================================
PROJECT CONTEXT PACK: my_project
Generated on: 2026-07-31 12:00:00
Total files packed: 2
Total lines: 33
Estimated tokens: ~410 (heuristic (~4 chars/token))
================================================================================

================================================================================
DIRECTORY TREE
================================================================================
my_project/
├── src/
│   └── main.py
└── pyproject.toml

================================================================================
FILES CONTENT
================================================================================

--- START OF FILE: pyproject.toml ---
[project]
name = "my_project"
version = "0.1.0"
--- END OF FILE: pyproject.toml ---

--- START OF FILE: src/main.py ---
def main():
    print("Hello, AI!")
--- END OF FILE: src/main.py ---

Markdown (--format markdown)

# Project Context Pack
- Project: my_project
- Generated on: 2026-07-31 12:00:00
- Total files packed: 1
- Total lines: 15
- Estimated tokens: ~120 (cl100k_base (tiktoken))

## Directory Tree

```text
my_project/
└── src/
    └── main.py
```

## Files Content

### `src/main.py`
```python
def main():
    print("Hello, AI!")
```

Files that exist in the project but were not packed (binaries, oversized files, unsafe symlinks) remain visible in the tree with an explanatory note, e.g.:

├── data/
│   ├── dump.bin  [skipped: binary file]
│   ├── huge.log  [skipped: exceeds size limit (200.0 KB)]
│   └── notes.txt -> /etc/hostname  [symlink outside project root — not followed, not packed]

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⚙️ Filtering Behavior (what exactly is excluded)

• Directories/files by name: .git, .github, .gitlab, .svn, .hg, node_modules, __pycache__, .venv, venv, env, .env, .pytest_cache, .mypy_cache, .ruff_cache, .tox, .nox, build, dist, .idea, .vscode, .settings, .DS_Store, Thumbs.db, desktop.ini (matched case-insensitively), any path component ending in .egg-info.
• Binary extensions: compiled artifacts, archives, images, audio/video, fonts, databases, office documents, ML artifacts (.pkl, .npy, .onnx, …) and executables (.exe, .msi, .bin, .dll, .so, …). Files of any other type that contain NUL bytes are treated as binary too and skipped with a warning.
• Hidden files (starting with .) are ignored, except: .gitignore, .gitattributes, .gitmodules, .env.example, .env.template, .pylintrc, .flake8, .coveragerc, .dockerignore, .editorconfig, .pre-commit-config.yaml, .python-version, .readthedocs.yaml, .readthedocs.yml, .codecov.yml.
• .gitignore / .pyaiignore rules (when py-for-ai[gitignore] is installed; disable with --no-gitignore).
• User patterns from --exclude (matched against the relative POSIX path and the file name). Git-style directory patterns work too: --exclude 'build/' excludes the build/ directory and everything under it. Note: patterns use Python's fnmatch, where * also matches across / (so docs/* excludes docs/deep/file.py as well).
• Oversized files when --max-file-size is given.
• Symlinks resolving outside the project root and directory symlinks are never followed or packed (shown in the tree with a note).
• The output file itself is never included in its own pack.

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🪙 Token Estimation

• With pip install py-for-ai[tokens], tokens are counted precisely with tiktoken using the cl100k_base encoding (used by GPT-3.5/4 families and a reasonable approximation for other models).
• Without it, a widely used heuristic of ~4 characters per token is applied, and the CLI tells you which method was used.

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🛠️ Requirements & Dependencies

• Python 3.8 or higher (verified in CI on 3.8–3.14, Linux/Windows/macOS).
• pyperclip (for clipboard operations; requires xclip/xsel on X11 or wl-clipboard on Wayland for Linux desktops — otherwise a warning is shown and the output file is still produced).

---

🤝 Contributing

git clone https://github.com/Maksum867/py-ai.git
cd py-ai
pip install -e ".[dev]"
pytest

Please make sure the whole pytest suite passes and add tests for new features.