Rules for RSpec integration specs in ruby-git, on top of the rspec-base-standards skill: when a seam earns one, one spec per class or module, asserting against real git without asserting on its formatting, owning temporary repositories and pinning their git config, starting git only through the gem, portability, and git version guards. Use when writing, reviewing, or auditing RSpec specs under spec/integration/, or deciding whether a behavior needs an integration spec or a unit spec.

Rules for RSpec unit specs in ruby-git, on top of the rspec-base-standards skill: the examples a constructor earns, requiring only the spec helper and the file under test, keeping setup in the file, stubbing every non-trivial collaborator, the 100% line and branch coverage gate run by rake spec:unit, determinism, leaving process and global state alone, and testing mixins and module functions. Use when writing, reviewing, or auditing RSpec specs under spec/unit/, or deciding what a unit spec may stub.

Creates and opens GitHub pull requests. Always use when creating a PR on GitHub, when the user explicitly asks to create or open a PR, when another PRP workflow reaches its PR-creation step, or when the user invokes /prp-pr.

Creates and opens GitHub pull requests. Always use when creating a PR on GitHub, when the user explicitly asks to create or open a PR, when another PRP workflow reaches its PR-creation step, or when the user invokes /prp-pr.

Check a Chatto pull request before review or merge. Use when opening a PR or when asked to check one.

在当前 Chat 直接交付可看、可听或可操作产物（语音、图片、截图、HTML/demo、卡片、清单、diff、交互选择），无需用户说“富文本”；纯文字与讨论/修改 HTML 源码不使用，复杂 localhost 应用用 browser-preview。

Pre-PR discipline for a public-by-default repo. What a reviewer enforces beyond CI: secrets and internal data in diffs or screenshots, docs that name their reader, and the cleaning pass where incomplete or confusing artifacts get dropped. Use before opening any PR against `gridaco/grida` or when finalizing work for review.

Visual ChangeNet for binary image classification and segmentation in AOI defect detection. Use when training, evaluating, exporting, or running inference for PCB defect detection or visual inspection, comparing image pairs for PASS/NO_PASS classification, or producing change-segmentation masks. Trigger phrases include "train Visual ChangeNet", "ChangeNet classify", "ChangeNet segment", "AOI defect detection", "PCB inspection model".

OCDNet for scene text detection. Detects arbitrary-oriented text regions in natural images using a differentiable binarization approach. Use when training, evaluating, exporting, pruning, quantizing, retraining, or running inference for a TAO OCDNet model. Trigger phrases include "train OCDNet", "scene text detection", "arbitrary-oriented text boxes", "differentiable binarization detector".

Mask Grounding DINO for grounded instance segmentation. Extends Grounding DINO with a mask-prediction head for open-set segmentation guided by text prompts. Use when training, evaluating, exporting, quantizing, or running inference for a TAO Mask-Grounding-DINO model. Trigger phrases include "train Mask Grounding DINO", "open-vocabulary segmentation", "text-prompted instance segmentation", "grounded mask DETR".

DINO (DETR with Improved DeNoising Anchor Boxes) for 2D object detection. Transformer-based detector with denoising training, multi-scale features, and optional distillation support. Use when training, evaluating, exporting, distilling, quantizing, or running inference for a TAO DINO detector. Trigger phrases include "train DINO", "DETR object detection", "TAO 2D detection", "DINO with distillation".

创建、编辑或审查任何人类可见产物时使用：方向决定前按风险读取反模式图鉴标本并建立 ANTI-SLOP-CHECK.md，制作中任一图鉴组成形即停下重构并记账，交付前对完整产物做全局扫描与反模板渲染审查；不代替领域 Skill 的专业门槛，也不裁决审美阶段。

设计、编辑、迁移或审查图标与符号。用于 UI 功能图标、公共信息符号、安全与运营符号、设备符号、品牌身份既定后的微缩符号、状态与动效资产，以及矢量母版、平台适配、理解验证和真实宿主消费；身份标志由品牌领域主导，注册安全符号默认复用并路由权威责任人。

Ingest OpenClaw session/history data into Obsidian as distilled knowledge. Use for importing or mining ~/.openclaw sessions, memory files, or logs; use wiki-agent for targeted topic-only cross-agent recall.

How to work in a Knowledge Base project (the `knowledge-base` starter pack). Read when the project has the three-layer source-grounded layout — `external-sources/` → `research/` → `articles/` — or when asked how this project is organized. Carries the layer model, per-folder rules, status flows, and log discipline so this guidance does NOT live inside template bodies or log.md. The three procedures live elsewhere: ingest in the platform `open-knowledge` skill, research and consolidate as their own sibling skills in this pack. Complements the platform `open-knowledge` skill; does not replace it.

Generate new Azure.Provisioning.* libraries OR regenerate existing ones. Use when introducing a brand-new provisioning library, adding new resource types, enum values, or API versions.

NetAlertX scan pipeline internals — process_scan() call order and why it's load-bearing, CurrentScan/Events/Sessions/DevicesView relationships, the Events-to-Sessions pairing mechanism, and the FIELD_SPECS field-write authority system. Use this when modifying server/scan/session_events.py or server/scan/device_handling.py, or reasoning about device presence, connect/disconnect events, or session timelines.

Create or update a pull request for the current branch in the tldraw repository. Use when the user invokes pr, asks to create a PR, update an existing PR, push current branch changes for review, or prepare a pull request.

Views or changes the default memory scope (project, session, or global) used when saving and searching memories. Use when the user wants to control whether memories are scoped to this repo, this run, or shared across all their projects.

Use this skill to write the PR description (PR body) for any pull request opened against microsoft/apm. Produces one self-sufficient GitHub-Flavored Markdown artifact: TL;DR, Problem (WHY), Approach (WHAT), Implementation (HOW), 1-3 validated mermaid diagrams, explicit trade-offs, validation evidence, and a How-to-test section -- with every WHY-claim backed by a verbatim quote from PROSE or Agent Skills. Activate when the user asks to "write a PR description", "draft a PR body", "open a PR", "fill in the PR template", or any equivalent.