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Python Style Skill — measured AI agent skill | DecimalAI

yiweiren123-arch/python-style

SkillScore86Maintained

Enforce Python code style conventions (Black, isort, type hints)

by yiweiren123-arch

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Coding pack

decimalai skills pull yiweiren123-arch-python-style

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/yiweiren123-arch-python-style/SKILL.md

Raw file: /s/yiweiren123-arch-python-style/SKILL.md ↗ · machine-readable summary at /s/yiweiren123-arch-python-style.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 6d ago

Yes — +55% lift+4% tokens0% turns86% of whole cases pass with skill (19/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-14%	0%
case-02	✗→✓	▲ Improved	13%	0%
case-06	✗→✓	▲ Improved	55%	0%
case-07	✗→✓	▲ Improved	43%	0%
case-08	✗→✓	▲ Improved	5%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

yiweiren123-arch / skill-conflict-poc

fixtures/scenario_d/skill_a/SKILL.md

View on GitHub ↗

Imported 8/1/2026Version v1

Skill contents

SKILL.md

Python Style Skill

Rules

Format all Python code with Black (line length 88).
Sort imports with isort (profile: black).
Add type hints to all function signatures.
Use pathlib.Path instead of os.path for file operations.
Prefer f-strings over .format() or % formatting.
Use dataclasses or pydantic models instead of plain dicts for structured data.

Want to see if yiweiren123-arch/python-style would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.