Campaign concept and copy brief generator for paid advertising. Reads brand-profile.json and optional audit results to produce structured campaign concepts, messaging pillars, and copy briefs. Outputs campaign-brief.md to the current directory. Run after /ads dna and before /ads generate. Triggers on: create campaign, campaign brief, ad concepts, write ad copy, campaign strategy, ad messaging, creative brief, generate concepts.
AI image generation for paid ad creatives. Reads campaign-brief.md and brand-profile.json to produce platform-sized ad images using banana-claude. Requires banana-claude (v1.4.1+) with nanobanana-mcp configured. Triggers on: generate ads, create images, make ad creatives, generate visuals, create ad images, generate campaign images, make the images, generate from brief.
Conduct an end-of-day review to capture progress and set up tomorrow. Use when the user asks for a daily review, end of day wrap-up, EOD note, what they did today, or wants to reflect on the day and plan tomorrow.
ALWAYS use before attempting any fix. Never jump to solutions - investigate root cause first. Use when encountering any technical issue, bug, test failure, or unexpected behavior.
Human-In-The-Loop gate that presents the action plan with full context, collects an informed approval/modification/rejection decision, and records the outcome. Trigger when the user says "run stage 6", "HITL review", "approve action plan", or when invoked by the kayba-pipeline orchestrator. Requires eval/action_plan.md and eval/baseline_metrics.md to exist.
Implement the approved fixes from the action plan and log all changes. Trigger when the user says "run stage 7", "implement fixes", "apply action plan", or when invoked by the kayba-pipeline orchestrator. Requires eval/action_plan.md to exist.
Organize computed metrics into a tiered evaluation rubric with leading, lagging, and quality indicators. Trigger when the user says "run stage 4", "build rubric", "tier metrics", or when invoked by the kayba-pipeline orchestrator. Requires eval/baseline_metrics.json and eval/compute_baselines.py to exist.
LoongCollector E2E Testing Framework Development Guide. Use this rule when you need to understand E2E testing framework architecture, develop new test behavior functions, or extend testing capabilities. Contains detailed BDD testing framework usage, test behavior function development and registration workflows, and comprehensive reference of existing testing capabilities. Example: When adding custom test behaviors for new plugins, use this rule to understand how to write and register new test functions. Example: When developing E2E tests, use this rule to understand the e2e framework.
E2E Testing Standards Guide. Use this rule when you need to write or execute E2E tests, including test naming conventions, test workflows, and test behavior templates. This rule should be used for end-to-end integration testing scenarios to ensure test standardization and maintainability. Example: When writing new E2E tests, use this rule to ensure proper test format and workflow compliance.
Generate Vitest + React Testing Library tests for Dify frontend components, hooks, and utilities. Triggers on testing, spec files, coverage, Vitest, RTL, unit tests, integration tests, or write/review test requests.
Convert code, architecture, bugs, incidents, missing tests, performance issues, shortcuts, team-process mistakes, firmware hacks, ML shortcuts, and planning failures into confident JDD (주둥아리 주도 개발) language. Use when the agent needs to make rough work sound sophisticated, frame a flaw as an intentional tradeoff, draft PR or meeting-safe excuses, answer requests such as "JDD 스타일로", "주둥아리로", "있어보이게", "이거 어떻게 포장하지", "어떻게 변명하지", "뇌절 모드", or translate criticism into buzzword-heavy but technically adjacent explanations.
Runs, discovers, or recommends dotnet/android tests. Handles standalone tests (plain dotnet test) and full-build tests (local SDK required). Maps source files to relevant test suites. Trigger on test execution requests, questions about available tests, or "which tests should I run for this change?"
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."
HTML原型转Unity UGUI界面生成管线。通过AI生成符合UI-DSL规范的HTML，烘焙为JSON坐标数据，再导入Unity自动生成UGUI节点树。触发场景：(1) 需要快速生成Unity UGUI界面原型 (2) 用自然语言描述UI需求并自动生成 (3) 创建UIWindow/面板的初始布局 (4) 批量生成表单、设置、列表等标准界面
This skill should be used when the user asks to add or modify an "LLM provider", "model routing", "OAuth flow", "auth token handling", "provider config", or "fallback chain". Enforces provider integration completeness across config, routing, docs, and verification.
Use this skill when generating reports, tables, or email output to produce polished, self-contained, responsive HTML.
