智能提示词生成器 v2.0 - 支持人像/跨domain/设计三种模式，语义理解、常识推理、一致性检查

Converts an arxiv paper into a minimal, citation-anchored Python implementation. Trigger when user runs /paper2code with an arxiv URL or paper ID, says "implement this paper", or pastes an arxiv link asking for implementation. Flags all ambiguities honestly. Never invents implementation details not stated in the paper.

Expert guidance on get_it service locator and dependency injection for Flutter/Dart. Covers registration (singleton, factory, lazy, async), scopes with shadowing, async initialization with init() pattern, retrieval, testing with scope-based mocking, and production patterns. Use when working with get_it, dependency injection, service registration, scopes, or async initialization.

Architecture guidance for Flutter apps using the flutter_it construction set (get_it, watch_it, command_it, listen_it). Covers Pragmatic Flutter Architecture (PFA) with Services/Managers/Views, feature-based project structure, manager pattern, proxy pattern with optimistic updates and override fields, DataRepository with reference counting, scoped services, widget granularity, testing, and best practices. Use when designing app architecture, structuring Flutter projects, implementing managers or proxies, or planning feature organization.

倪海厦（1954-2012）台湾中医师，经方派代表人物，汉唐中医创始人。 核心心智模型：六经辨证、阳气论、经典至上、经方为主。 决策启发式：先辨六经再选方、阳气不足先扶阳、经典原方最可靠。 触发词：「倪海厦」「海厦视角」「中医倪海厦」「经方思维」「倪海厦会怎么看」「倪师」。 知识库覆盖：伤寒论129条全+金匮23篇+黄帝内经18篇+针灸教程+神农本草经345种+天纪+849医案（按疾病分类6个模块）+梁冬对话+口述表达DNA+六经辨证诊断公式（8个公式+快速诊断流程图+脉舌速查+合病并病速查+真寒假热鉴别+七步走思维模式）。 基于一手素材：梁冬对话录音稿、人纪班闭门课记录、医案集、神农本草经视频讲义。版本：2026-05-23 StableV2026.5.23+Bencao。

Generate a random integer between min and max (inclusive). Use when the user asks for a random number.

Installs and configures ktx, the open-source context layer for data agents — runs ktx setup non-interactively with hidden CLI flags, configures database connections and embeddings, installs agent integration, and verifies readiness. Use when the user asks an agent to add ktx to a project, connect data sources, install agent rules, ingest schema, or troubleshoot a local ktx install.

ktx's semantic layer - a structured catalog of sources (tables/views), measures, joins, and segments expressed as YAML. Covers the schema and how to query it via `sl_query`. Use when the task involves querying pre-defined metrics (ARR, churn, retention, LTV, MAU) or reading SL source YAML to understand the catalog. Capture is handled by the `sl_capture` skill (memory-agent only).

Use when answering a question that needs data from a ktx-connected database - investigating, analyzing, "how many", "show me", "what's the breakdown of", finding records by value, exploring tables, comparing periods, explaining metrics, or any data-analysis request. Triggers even when the user does not say "analytics"; if the answer requires querying a configured ktx connection, this skill applies.

AI 电影/短剧解说视频自动生成（AI 解说大师 CLI Skill）。当用户需要创建电影解说视频、短剧解说、影视二创、AI 配音旁白视频、film commentary、video narration、drama dubbing、movie narration 时触发。内置电影素材库、BGM、多语种配音、解说模板。通过 narrator-ai-cli 命令行实现：搜片→选模板→选 BGM→选配音→生成文案→合成视频的全流程自动化。CLI client for Narrator AI video narration API.

Use for recurring characters, props, creatures, costumes, and environments that must keep stable identity across multi-shot generation, world assets, and continuation runs.

Use for shot-by-shot planning, storyboard generation, camera coverage, blocking, and precise visual sequencing for multi-shot videos.

Use for requests that need precise shot-size vocabulary, angle selection, narrative framing logic, and coverage phrasing for storyboards and prompts.

Use for short-drama, trailer, and retention-first storytelling that must land a hard hook in the first 1-3 seconds and keep escalation pressure inside each clip.

Use for Seedance 2.0 video generation, image-to-video, video-to-video extension, ordered multimodal @video/@image reference prompting, prompt review, continuity enforcement, and engineered 15-second video prompts.

Use for screenplay, scene writing, dialogue formatting, beat outlines, and any request that should produce structured script text compatible with Fountain syntax.

Use for actor blocking, spatial staging, movement through frame, and dynamic scene geography in dialogue, action, or ensemble scenes.

Use for image-to-video, reference-video continuity, keyframe-driven prompting, camera control, and consistency workflows based on official Runway, Kling, and character/style reference patterns.

Use for high-control film and video prompting that must combine a stable world bible, reference placeholders, real-photography fidelity, sound policy, genre fusion, and shot-level execution into one reusable creative template.

Use for ongoing multi-shot, episodic, sequel, or continuation work that needs strong character, environment, prop, and tone consistency over time.