python-native
python-native is a Python skill for AI agents, published by CRAG666 in the dotfiles repository on GitHub. Skillspace rates python-native F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.
Risky. This skill has patterns associated with unsafe behaviour. Read the source carefully before running it.
Push Python stdlib idioms over hand-rolled code. Use whenever the user writes, refactors, optimizes, or reviews Python — including one-liners and code-review feedback. Replaces common reinventions: manual dict counters with `Counter`, `dict.setdefault` loops with `defaultdict`, `isinstance` chains with `singledispatch` or `match`/`case`, hand-rolled memoization with `functools.cache`, `os.path.join` with `pathlib.Path`, `sorted(..., reverse=True)[:k]` with `heapq.nlargest`, manual class boilerplate with `dataclass(slots=True, frozen=True)`, `zip(lst, lst[1:])` with `itertools.pairwise`. Covers Python 3.9-3.14 with per-version reference files. Trigger phrases: "write a Python function", "refactor this Python", "Pythonic way to X", "optimize Python code", "make this more Pythonic", "implement X in Python", or any task whose answer involves Python source.
- Grade
- F
- Quality
- 45 / 100
- Safety
- Risky
- GitHub stars
- 45
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since.
Our review
- Architecture
- 87 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- High-risk patterns
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- executes shell/subprocess
- mentions secrets in text
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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