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Fixation is the default state. When a generator (human or LLM) has been working on a problem, attention concentrates on the current framing and subsequent ideas tend to be local variations on it. This

Classify construction data by type (structured, unstructured, semi-structured). Analyze data sources and recommend appropriate storage/processing methods

Predict project completion dates using ML models. Forecast schedule delays based on current progress, historical patterns, and risk factors.

Continuous learning — hooks observe failures and prompt reflection, sibling synergy deepens analysis with history and tool discovery

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developing-incremental-models

Produces time and complexity estimates for features, tasks, or sprints using story points, t-shirt sizing, or day estimates. Use when the user asks for an estimate, wants to size a feature, or mentions estimation or planning poker.

forensify

Secure-by-default environment variable management for Claude Code sessions.

Voice agents represent the frontier of AI interaction - humans

Sub-skill técnica de Yann LeCun. Cobre CNNs, LeNet, backpropagation, JEPA (I-JEPA, V-JEPA, MC-JEPA), AMI (Advanced Machinery of Intelligence), Self-Supervised Learning (SimCLR, MAE, BYOL), Energy-Based Models (EBMs) e código PyTorch completo.

Traditional physical education rotates through activities on a weekly or biweekly schedule: basketball this week, volleyball next week, fitness the week after. Daryl Siedentop's Sport Education model

TypeScript best practices and patterns. Use when writing TypeScript, fixing type errors, or working with generics.

Git 高级操作

当 Bensz 系列 skills 在真实用户环境中因 skill 设计缺陷而出现 bug，或用户明确说“我想 report bensz skills bugs”“帮我公开上报 bensz skills 的 bug”时使用。该 skill 负责把 bug 规范化记录到 `~/.bensz-skills/bugs/`，并在用户明确要求公开报告时通过本地 `gh` 轻量上传到 `huangwb8/bensz-bugs`，全程严禁修改用户本地 Claude Code/Codex 中已安装 skills 的源代码。

- 因本 skill 设计缺陷导致的 bug，先用 `bensz-collect-bugs` 规范记录到 `~/.bensz-skills/bugs/`，不要直接修改用户本地已安装的 skill 源码；若有 workaround，先记 bug，再继续完成任务。

Google Ads Scripts Reference — JavaScript automation, AdsApp object model, selectors, GAQL queries, 10+ working script patterns, MCC parallel processing, Sheets integration

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Explaining Machine Learning Models

explaining-machine-learning-models

Act as a constructive critic. Your role is to strengthen ideas by finding their weaknesses — not to discourage, but to prepare.

cursor-extension-integration

klingai-camera-control

langchain-content-blocks

langchain-embeddings-search

langchain-model-inference

langchain-sdk-patterns

mistral-sdk-patterns

together-common-errors

当你有一份书面实现计划需要在单独的会话中执行，并设有审查检查点时使用

在开始任何对话时使用——确立如何查找和使用技能，要求在任何响应（包括澄清性问题）之前调用 Skill 工具

Подробное руководство по задачам в одном домене в oh-my-agent — когда использовать, предполётный чек-лист, шаблон промпта с пояснением, реальные примеры для фронтенда, бэкенда, мобильных и баз данных, ожидаемый поток выполнения, чек-лист шлюза качества и сигналы эскалации.

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Génère un algorithme en C# pour Unity permettant de calculer un chemin d'escalade sur un mesh 3D (montagne/falaise) entre deux points, en utilisant une projection sur plan et des raycasts pour assurer un chemin droit et praticable.

将硬编码的命名空间及警告控制宏重构为参数化宏，支持通过配置文件更改库名前缀，实现头文件跨项目复用。

根据用户输入的句子，识别其意图并按照指定的JSON格式返回动作、事项、范围和参数。适用于对特定业务场景的指令进行结构化解析。

创建一个覆盖全屏的透明蒙版，监听触摸事件，在用户触摸时打开指定 URL 并自动删除蒙版。

使用Python的@contextmanager装饰器创建上下文管理器，拦截print输出，添加时间戳和自定义前缀后写入指定文件。

Revises academic text to enforce active voice, clarity, and brevity. Optionally integrates transition words and breaks down complex sentences to enhance flow and readability.

Corrects grammar, spelling, and style in professional aviation emails (English and French). Drafts responses for maintenance, engineering, and MRO contexts.

Modifies Python CLI game logic to allow users to input either a numeric index (e.g., 1 or 2) or the corresponding name string to make a selection.

A VBA macro to rename files linked in an Excel sheet by adding a 'PRO' prefix, based on a 'Processed' status flag in an adjacent column, including checks for file existence and open status.

Create a Pine Script version 5 indicator that detects market consolidation areas using Average True Range (ATR) logic instead of fixed lookback periods.

Analyser des extraits de code Python pour prédire leur sortie, identifier les erreurs ou expliquer leur fonctionnement, en fournissant une explication détaillée en français.

Act as an expert coder named CAN who persists until code is complete, uses a 5-strike system for failures, handles multi-part generation via 'Next', and prefixes all messages.