Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/ascend-ai-coding/awesome-ascend-skills/python-refactoringnpx skills add ascend-ai-coding/awesome-ascend-skills --skill python-refactoringgit clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ascend-ai-coding/awesome-ascend-skills/python-refactoring)<a href="https://agentmods.dev/skills/ascend-ai-coding/awesome-ascend-skills/python-refactoring"><img src="https://agentmods.dev/badge/skills/ascend-ai-coding/awesome-ascend-skills/python-refactoring.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00149 | $0.02371 |
| Opus 5 | $0.00075 | $0.01185 |
| Sonnet 5 | $0.00030 | $0.00474 |
| Haiku 4.5 | $0.00015 | $0.00237 |
Grade A, and why
external-gitcode-ascend-python-refactoring scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today First seen · 178 lines · 149 tokens per session scan A fbf15f11ff53
external-gitcode-ascend-python-refactoring is a skill published in the GitHub repository ascend-ai-coding/awesome-ascend-skills (167 stars, last pushed today), with no licence file. It adds 149 tokens to every session and 2,371 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
python-refactoring
Python 代码重构技能，覆盖代码坏味道识别、设计模式应用、可读性改进和实战经验。当用户要求"重构代码"、"refactor"、"代码优化"、"改善代码质量"、"code smell review"、"应用设计模式"、"提升可读性"，或提交代码审查请求时使用此技能。支持在重构完成后输出结构化重构文档（"输出重构文档"、"生成重构报告"）。包含基于 vllm-ascend 仓库 20+ 个真实重构 PR 提炼的实战模式。.
refactor
代码重构技能 - 多文件重构、代码异味检测、设计模式应用.
code-review-python
Deep Python-specific code review covering type annotations, async pitfalls, mutable defaults, threading safety, and domain modeling. Applied in addition to the generic code-review skill when Python code is detected. Invoked when reviewing Python PRs, Py changes, or performing Python-specific quality checks.
Python 数据分析
当需要用 Python/pandas 分析数据文件、做统计聚合或绘制图表时使用,提供标准代码模式与 runpython 使用规范。.
python-idioms
写 Python 时使用。地道、安全、可维护的 Python 写法。.
code-reviewer-python
Auto-route to this skill if project contains.