jvy

Python Assistant

Developmentv1.0.0
By jvy✓ Verified on SkillHubUpdated 2026-05-11python3@user_7368e5a9/python3
BackendScripting

According to AlphaMoat, as of 2026-09, Python Assistant has 4,574 downloads and 3 stars — ranked #2,090 of 5,078 AI skills overall, and #268 of 577 in Development.

Installs
547
Downloads
4.6K
Stars
3
Overall Rank
#2,090
Top 42% overall · Top 47% in Development
PlatformInstallsDownloadsStarsComments
ClawHub ↗692.4K--
SkillHub ↗5474.6K3—

Platforms count differently and update at different times.

What this skill does

It covers project setup, dependency installation, script execution and environment debugging, preferring a project-local virtual environment over global installs and calling pip as a module so interpreter and pip cannot mismatch. Dependency manifest files are read before installing, and unknown setup hooks or random install scripts need approval first. The aim is reproducible, low-risk local and dev shells. The recreate path can delete a writable folder if --venv points to the wrong place. Use a clearly project-local .venv, avoid absolute paths or parent directories, and validate the target before any delete/recreate action.

Profile published 2026-10-27

What you can do with it

  • Set up a reproducible environment for a new project
  • Debug a dependency that will not install or conflicts

When to use it

  • When a Python project needs initialising
  • When environment errors should be worked through safely

Example prompts

Generated from the skill’s documentation as examples; not results of actual runs.

Create a virtual environment and install the dependencies
How should I debug this dependency conflict

Monthly Trend

Downloads4.6K
1.3K3.1K4.8K2026-03 · Downloads 1.6K2026-05 · Downloads 2.8K2026-07 · Downloads 2.2K2026-08 · Downloads 3.8K2026-09 · Downloads 4.6K26-0326-09
Stars3
0232026-03 · Stars -2026-05 · Stars 22026-07 · Stars -2026-08 · Stars 32026-09 · Stars 326-0326-09

The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.

MonthDownloadsMoMStars
2026-094.6K—3
2026-083.8K+75.2%3
2026-072.2K—-
2026-052.8K—2
2026-031.6K—-

SKILL.md (original)

The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.

2.7 KB · ClawHub v1.0.0
---
name: python
description: Use Python for practical project setup, dependency install, script execution, and environment troubleshooting with safe defaults. Use when tasks involve pyproject.toml or requirements.txt, virtual environment setup, running Python scripts/tests, packaging basics, or fixing common Python errors (interpreter mismatch, pip resolver conflicts, missing modules, build failures).
metadata:
  openclaw:
    emoji: "🐍"
    requires:
      bins: ["python3"]
      anyBins: ["pip", "pip3"]
    install:
Show all (91 lines)
      - id: "brew"
        kind: "brew"
        formula: "python"
        bins: ["python3"]
        label: "Install Python + pip (brew)"
      - id: "apt"
        kind: "apt"
        package: "python3-pip"
        bins: ["pip3"]
        label: "Install pip (apt)"
---

# Python

Use this skill to keep Python workflows reproducible and low-risk across local/dev shells.

## Safety Defaults

- Prefer project-local virtual environments (`.venv`) over global installs.
- Prefer `python3 -m pip ...` to avoid interpreter and pip mismatch.
- Inspect dependency files before install (`requirements*.txt`, `pyproject.toml`).
- Avoid executing unknown setup hooks or random install scripts without user approval.

## Standard Workflow

1. Detect current environment:

```bash
python3 --version
python3 -c "import sys; print(sys.executable)"
{baseDir}/scripts/python_env_tool.py doctor
```

2. Create or refresh a venv:

```bash
{baseDir}/scripts/python_env_tool.py bootstrap --venv .venv --requirements requirements.txt
```

3. Install project package (if `pyproject.toml` exists):

```bash
{baseDir}/scripts/python_env_tool.py install --venv .venv --editable
```

4. Run tests/tools from the venv interpreter:

```bash
.venv/bin/python -m pytest -q
.venv/bin/python -m pip list --outdated
```

## Task Recipes

```bash
# Install specific packages into venv
{baseDir}/scripts/python_env_tool.py install --venv .venv --package requests --package pydantic

# Install from requirements file
{baseDir}/scripts/python_env_tool.py install --venv .venv --requirements requirements-dev.txt

# Recreate corrupted venv from scratch
{baseDir}/scripts/python_env_tool.py bootstrap --venv .venv --recreate --requirements requirements.txt
```

## Troubleshooting Rules

- `ModuleNotFoundError`: verify command is run via `.venv/bin/python`, then reinstall deps.
- `externally-managed-environment`: stop global install attempts; use venv.
- Build failures on native deps: upgrade `pip setuptools wheel`, then retry.
- Multiple Python versions: always print and confirm `sys.executable` before fixes.

## Bundled Helper

Use the helper for repeatable environment setup and diagnosis:

```bash
{baseDir}/scripts/python_env_tool.py --help
{baseDir}/scripts/python_env_tool.py doctor
```

Popular in Development

More from jvy

Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.