Software Development AI Skills

生成符合 HappyHorse 1.0 严格规则的紧凑提示词（30-55 词），主体先行 + 明确镜头技术 + 音频激活路径（with X audible / speaking English at natural pace）。可选加入"8s 时序节拍"结构。用于"用 HappyHorse 生成视频"、"做个 3-15 秒短片"、"要原生带音频的视频"、"ASMR 视频提示词"等触发场景。

Review the current branch with Greptile

Use when the user says 'what MCP servers', 'find an MCP for', 'hosted MCP', 'list MCP servers', 'MCP catalog', 'available MCP tools', or needs to discover zero-setup hosted MCP servers they can use…

Render an Open Knowledge Format (OKF) bundle as a single self-contained, interactive HTML graph (viz.html) — concepts as nodes coloured by type and sized by body length, markdown links and…

提取小红书帖子内容（文字、图片 OCR、视频字幕/转录），整理为 Markdown 并保存

Delegate implementation and review tasks to external AI CLI tools (Codex, Gemini) with cross-model adversarial review

Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...

Root-cause discipline for bugs, test failures, and unexpected behavior. Embedded grill on the hypothesis before writing fix code. Use when encountering any bug, failing test, or behavior that doesn't…

Shared changelog conventions and formatting rules referenced by /create-changelog and /update-changelog. Not typically invoked directly.

Deliberate-choice procedure for a medium-to-high-stakes engineering fork — when the first plausible solution (the instinct, the default next-token pull) would be costly to get wrong. Fires…

Use when offloading work off the game thread, dispatching results back to it, running data-parallel loops, or scheduling timers and tickers in UE C++. Also use when the user mentions…

Use this skill for WeChat Mini Program AI via wx.cloud.extend.AI (小程序, wx.cloud apps). Covers generateText and streamText with callbacks (onText, onEvent, onFinish); streamText needs a data wrapper,…

Use when transcribing non-realtime speech with Alibaba Cloud Model Studio Qwen ASR models (`qwen3-asr-flash`, `qwen-audio-asr`, `qwen3-asr-flash-filetrans`). Use when converting recorded audio files…

Use when building a client-side browser exploit — V8/JSC JIT type confusion to renderer R/W, V8 heap-sandbox escape, renderer-to-browser sandbox escape (Mojo IPC, GPU/Dawn/ANGLE), Electron/webview IPC…

Generated counterexample containing mixed-script lookalike account names

Get account summary from Interactive Brokers including cash balance, buying power, and account value. Use when user asks about their account, balance, buying power, or available cash. Requires TWS or…

Architecture patterns, design principles, and proven recipes for building robust robotics software. Use this skill when designing robot software architectures, choosing between behavioral frameworks,…

Use this skill whenever the user is working with the Pydantic AI framework — including building AI agents, defining structured outputs with Pydantic models, wiring up tools/function calling,…

Add agent-friendly --json NDJSON output to Python CLI scripts, or scaffold a complete cli_utils package for a project. Use this skill when the user wants to make scripts machine-readable for AI…

Load project context efficiently for Conductor workflows. Use when starting work on a track, implementing features, or needing project context without consuming excessive tokens.

Remove AI-generated code slop from the current branch. Use after writing code to clean up unnecessary comments, defensive checks, and inconsistent style.

Configure AWS MCP servers for documentation search and API access. Use when setting up AWS MCP, configuring AWS documentation tools, troubleshooting MCP connectivity, or when user mentions aws-mcp,…

Build custom Python data sources for Apache Spark using the PySpark DataSource API — batch and streaming readers/writers for external systems. Use this skill whenever someone wants to connect Spark to…

Detect and analyze geometric clashes in BIM models. Identify MEP, structural, and architectural conflicts before construction.

KISA 기반 보안 취약점 분석평가를 수행합니다. 주요정보통신기반시설(CII) 기술/관리/물리 취약점(560항목), AI 보안 안내서, 로봇 보안 체크리스트, 우주 보안(위성/GSaaS/공급망 53항목), 제로트러스트(8개 핵심요소, ~396항목) 평가를 지원합니다. "보안 점검", "취약점 분석", "기반시설 감사", "KISA 점검", "보안 평가",…

Review a change to a reusable Terraform module against a module profile (default terraform-aws-modules) and return structured findings. Read-only - never edits code. Use for reviewing a diff or a set…

Force honest confidence assessment before claiming conclusions. Triggers on 'root cause identified', 'problem identified', 'complete clarity'. Express confidence as percentage, explain what's stopping…

Best practices and idiomatic patterns for SwiftUI. Use when writing, reviewing, or editing SwiftUI code.

This skill should be used when diagnosing a reported bug, intermittent failure, stuck operation, or performance regression and isolating its cause with reproducible evidence.

Archive an iOS app, upload it to TestFlight and submit it to the App Store using the asc (App Store Connect) CLI, with a pre-release checklist. Use when asked to ship, release, upload a build,…

Classify, gate, and review changes. Use when landing a PR, releasing, or amending rules. Do not use for failure triage; use night-market-debugging-playbook.

SQL injection detection and exploitation using sqlmap, manual techniques, and custom payloads. Use this skill when user needs to test for SQL injection vulnerabilities, extract database information,…

Harvest every `shortcut:` comment (and legacy `honey:` ones) in the codebase into a debt ledger, so the deliberate shortcuts Lever 1 leaves behind get tracked instead of rotting into "later means…

Continual harness refinement (prompt notes, memory, skills, subagents). Schedule `await refine.run(...)` / `await refine.status()`; apply happens at turn boundary.

Creates a repo-specific operating Agent Skill for DisCo Researcher from a local repository by inspecting source files and an installed or auto-prepared, backend-aware Python package environment. Use…

Beginner-friendly reverse-engineering workflow for Android Component Analysis. Use it to collect evidence, choose static or dynamic analysis, correlate runtime behavior, and produce a reproducible…

全 genshijin モード・スキル・コマンドのクイックリファレンスカード。 1回限り表示・モード変更なし・状態永続化なし。 「/genshijin-help」「原始人ヘルプ」「原始人の使い方」で起動。

Guidance on writing fast, robust, modern Svelte code. Load this skill whenever in a Svelte project and asked to write/edit or analyze a Svelte component or module. Covers reactivity, event handling,…

Set up, initialize, or configure the local markdown knowledge base for a project. Use when the user says "set up the knowledge base", "init the KB", "configure the markdown KB", "index my docs", "add…

Global multilingual news event stream with tone scoring via GDELT 2.0 Doc API.

Inspect, edit, test, refactor, and validate project code inside the configured project directory. Use when the task involves source search, code reading, bug fixes, implementation changes, syntax…

Validate, lint, audit, or review azure-pipelines.yml — syntax, security, best practices.

Build structured threat actor profiles using the 5W1H framework and the Diamond Model. Use this skill whenever the user wants to profile a threat actor, create a TA report, analyze an APT group, build…

整部作品提交技能。读取全剧 seedance_project_tasks.json，按 Seedance 任务提交协议批量推送到 /api/tasks/push，并生成提交报告。关键词：提交任务、Seedance、批量推送、整部作品、task submit、api/tasks/push。

Lateral thinking toolkit router — when you're stuck, going in circles, need fresh ideas, or standard brainstorming keeps producing predictable results, this diagnoses the symptom and applies the right…

Catch up on your RSS feed — highlights up top, full browse below

Run developer customer discovery via a Technical Advisory Board (TAB). Use when the user has never interviewed a user who isn't a friend, is inventing messaging from a conference room, or is guessing…

Ensures alignment between user and Claude during feature/spec planning through a structured interview process. Use this skill when the user invokes /plan-interview before implementing a new feature,…

Use when an approved spec or design document is ready to implement and your human partner chose inline execution, or when they point you at a written design and ask you to build it in this session

Guide to create effective skills. Use when users want to create a new skill (or update an existing skill) that extends your capabilities with specialized knowledge, workflows, or tool integrations.

自动搜索、抓取、改写技术内容，生成适合微信公众号的中文科普文章。涵盖AI大模型、GitHub开源工具、技术话题。当用户说"写一篇关于XXX的文章"、"帮我研究XXX"、"生成公众号文章"时使用。