M4n5ter
@M4n5ter
Public Skills
agent-browser
by M4n5ter
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
tinker-training-cost
by M4n5ter
Calculate training costs for Tinker fine-tuning jobs. Use when estimating costs for Tinker LLM training, counting tokens in datasets, or comparing Tinker model training prices. Tokenizes datasets using the correct model tokenizer and provides accurate cost estimates.
tinker
by M4n5ter
Comprehensive guide for Tinker Cookbook supervised fine-tuning covering all patterns including high-level Cookbook abstractions, low-level API usage, streaming datasets, file-based data, Blueprint configuration, and vision-language models.
training-data-curation
by M4n5ter
Guidelines for creating high-quality datasets for LLM post-training (SFT/DPO/RLHF). Use when preparing data for fine-tuning, evaluating data quality, or designing data collection strategies.
ask-questions-if-underspecified
by M4n5ter
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.
design-postgres-tables
by M4n5ter
Comprehensive PostgreSQL-specific table design reference covering data types, indexing, constraints, performance patterns, and advanced features
docx
by M4n5ter
"全面的文档创建、编辑和分析，支持修订（tracked changes）、批注、格式保留和文本提取。当需要处理专业文档（.docx 文件）用于：（1）创建新文档，（2）修改或编辑内容，（3）处理修订，（4）添加批注，或任何其他文档任务时使用。"
xlsx
by M4n5ter
"全面的电子表格创建、编辑和分析，支持公式、格式设置、数据分析和可视化。当需要处理电子表格（.xlsx, .xlsm, .csv, .tsv 等）以进行以下操作时使用：(1) 创建带有公式和格式的新电子表格，(2) 读取或分析数据，(3) 在保留公式的同时修改现有电子表格，(4) 电子表格中的数据分析和可视化，或 (5) 重新计算公式"
jj-vcs
by M4n5ter
面向 Jujutsu(jj) 版本控制的使用、工作流、revset/fileset 语法、Git 互操作与配置排错指导。用于解答 jj 命令与概念差异、迁移 Git 流程到 jj、处理冲突/回滚、配置与远程书签相关问题。
ipynb-notebooks
by M4n5ter
面向 .ipynb Notebook（Jupyter / JupyterLab / Google Colab / VS Code）的创建、审阅、重构与展示。涵盖工程化目录结构、token 高效处理、演示/分享模式、以及 uv/venv 可复现工作流。