Search and retrieve data from local Weaviate using semantic search, filters, RAG, and hybrid queries

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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Symfony domain modeling — entities, value objects, domain events, aggregates, domain exceptions. Triggers on: entity, value object, domain event, aggregate, domain exception, domain model, domain logic, business rule, invariant

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Detecting Data Anomalies

Training Machine Learning Models

Explaining Machine Learning Models

Finding Security Misconfigurations

Vertex AI Media Master

explaining-machine-learning-models

boycott-filter

claude-reflect

gastown

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

clade-rate-limits

cursor-extension-integration

fondo-cost-tuning

klingai-camera-control

langchain-content-blocks

langchain-embeddings-search

langchain-model-inference

langchain-sdk-patterns

mistral-sdk-patterns

salesloft-rate-limits

together-common-errors

threat-model-creator

confusion-matrix-generator

cross-validation-setup

distributed-training-setup

early-stopping-callback

feature-engineering-helper

feature-importance-analyzer

gradient-clipping-helper

hyperparameter-tuner

learning-rate-scheduler

mlflow-tracking-setup

model-checkpoint-manager

model-explainability-tool

optuna-study-creator

pytorch-model-trainer

tensorflow-model-trainer

wandb-experiment-logger

Codex-compatible cancel command for Ralph loop state, preserving the original command name.

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

Walk the user through first-time Minutes setup, step by step.