AI Ml AI Skills

Builds feedback collection systems using Superhuman's PMF framework and YC's "talk to users" methodology. Use when implementing NPS surveys, scheduling user interviews, or measuring product-market…

Defining and validating database schemas with proper typing, index configuration, optional fields, unions, and migration strategies for schema changes

Convert passed QA Contract criteria to automated tests

Design exploration using parallel agents through a 7-phase process: topic analysis, memory context, divergent ideation (10+ ideas), feasibility filtering, evaluation with devil's advocate scoring…

Generate personalized cold email sequences (7-14 emails) with A/B test subject lines, follow-up timing recommendations, and integrated social proof. Creates multi-touch campaigns optimized for…

面向 K12 化学的方程式、现象与条件、实验安全边界、守恒或物质的量计算和错因分析。用户询问化学题目、实验题、错题或复习时使用；不用于未知反应预测或危险实验指导。

Use this skill when you need evidence-bounded safety policy, abuse categories, refusal/redirect behavior, privacy, escalation, and Human risk decisions; triggers include AI 安全 and AI safety.

Fully automated PyInstaller extraction and decompilation pipeline. Extracts .pyc from onefile/onedir bundles, fixes headers, and batch-decompiles with pycdc/uncompyle6/decompile3 fallback chain.

Generate tailored sales assets (landing pages, decks, one-pagers, workflow demos) from your deal context. Describe your prospect, audience, and goal — get a polished, branded asset ready to share with…

Use when writing a PR body.

Diagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not relevant results', 'missing matches', 'recall is low', 'approximate search worse than exact',…

Deprecated — use full-report instead. Chained multiple analysis skills into a unified investment thesis; superseded by full-report's configurable --depth and HTML output.

Create a ai use case identification with structured process, quality checks, and system integration

用于【AI科幻】题材下的投稿材料组包、起点内投整包与补件审计。作为题材包装层、兼容入口与路由层，负责保留AI科幻入口名，补充技术抓手、数据痕迹常、系统摩擦、长期谜团与起点男频裁判口径，并明确要求优先强制加载并使用 `通用-组包投稿材料`。

Use when a support or sales bot on a live website must behave: persona/system prompt, grounding so it cannot invent prices or policy, jailbreak and injection defense, the human handoff, launch metrics…

Calculate text similarity using lexical and semantic methods for matching and deduplication. Use this skill when the user needs to find similar documents, detect near-duplicates, or measure semantic…

Sync project CLAUDE.md to the installed Navigator version, preserving customizations. Use when user says "sync CLAUDE.md", "update CLAUDE.md", or when detecting outdated Navigator configuration.

流程表单一体化创建（创建表单 → 转流程 → 配置流程）；仅当无既有流程/表单上下文且用户意图允许新建流程表单时使用。

Create a new AIWG addon with AI-guided setup

Send and receive SMS/MMS, handle opt-outs and delivery webhooks. Use for notifications, 2FA, or messaging apps.

Use when adding a regime filter to any directional strategy — regime gate, trend filter, directional confirmation, ADX gate, EMA-separation filter, trade-or-skip overlay. Provides three reusable gates…

Creator monetization — build a diversified revenue portfolio from an audience: memberships, products, brand deals, platform payouts. Use when someone wants to "make money as a creator," "monetize my…

Master Symfony Dependency Injection with autowiring, #[Target] interface binding, decoration, and tagged services

Distill complex topics into layered, actionable summaries. Start with the key insight, layer in detail, end with recommended next action.

Plan-based verification - freeze acceptance criteria before building, then verify after with an independent fresh-context agent (the builder must not verify their own work). For multi-stage work, seal…

When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes. Also use when the user mentions 'RevOps,' 'revenue operations,' 'lead scoring,'…

Query AlphaFold protein structure predictions. Use when user asks about protein structure, 3D structure, protein folding, or structure prediction. Triggers on "alphafold", "protein structure", "3D…

Control 知识管理/KnowledgeRouter.md. Use during initialization and whenever project knowledge, R&D hub, LLM Wiki mounts, permissions, versions, or routing priorities change.

Wibi Style 官方视觉风格：把一张照片转换成留白平涂小景。适合街拍、咖啡店、书店、旅行和日常人像，把人物动作与现场关系收成纸面中央的平涂小画。适用于用户要求留白平涂小景，或明确调用 $paper-flat-vignette 时。

Detailed tool usage patterns and examples for PM agents

Pasavard: hourly-tracked Digikala/Snappshop price lists by category and budget, with cashback links. Read-only. Use when the user asks about Pasavard (pasavard.ir) or wants electronics, appliances or…

Minimal KB quality-check skill for SharePoint libraries. It creates missing review columns, writes short review outputs in Markdown, sets review status, records completion time, and schedules the next…

Work with MCP servers — connect one, add an entry to the server catalog, debug "the agent cannot see my MCP tools" or a failing OAuth flow, or change how connections are probed, prefixed or filtered.…

财报前梳理市场预期、关键看点、验证指标、情景推演与风险点。适用于财报发布前准备、会前讨论、盘前预案制定等场景。

Use when defining brand motion identity, creating animation guidelines for brand expression, or aligning animation with brand personality.

Top 1% SEO strategist — ruthlessly analyzes GSC, Bing, and GA4 data to dominate search rankings, win AI citations, and build lead funnels. Every recommendation backed by data.

Design movements from Arts and Crafts through Bauhaus, Swiss Style, Memphis, and grunge to flat design and current styles, with context, visual markers, and UI tokens for each. Use when choosing an…

Runs scoped browser probes for focus, hit targets, overflow, themes, request failures, and performance attribution, with evidence linked to UI rule IDs. Use when asked to "verify this in the browser",…

| 当任务需要专业判断、深度研究、专业角色或多角色协作，且当前会话尚未选择 Expert 时，搜索并用内联卡片推荐真实专家或专家团。

Query the DrugRepoBank drug repurposing evidence database. Use whenever the user asks about repurposing candidates, drug–disease–target repurposing evidence, or wants to look up any entity (drug name,…

Master ideation protocol & architectural matrix before coding begins / Protokol ideasi utama & matriks arsitektur sebelum coding dimulai.

Use when building, configuring, or debugging enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming. Invoke to implement WebFlux endpoints, optimize JPA queries and…

Google Ads Query Language (GAQL) Reference — complete syntax, resource types, fields, operators, date macros, and ready-to-use query patterns

Where CometChat components go in an Angular app — the chat shell layout, thread and details panels, search, routing a chat page, and the mobile one-pane fallback. Triggers: 'add a chat page', 'put…

In D&D, Power Word Stun locks a creature in place — alive but unable to act. The real-world version is SIGSTOP: a hard freeze that preserves state but halts all activity. Account lockouts, emergency…

Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or…

Executes an approved implementation plan through fresh implementer and reviewer agents for each task, with explicit handoffs, focused tests, and task-by-task integration. Use for multi-task work where…

Advanced database design and administration for PostgreSQL, MongoDB, and Redis. Use when designing schemas, optimizing queries, managing database performance, or implementing data patterns.

Full PAIDF AnomalyGen pipeline — fine-tune on a new anomaly dataset, generate synthetic anomaly images (SDG), evaluate quality (nn_score), and search per-sample (guidance, crop_ratio) parameters.…

Extract cognitive patterns and thinking fingerprints from any text. Use this skill when the user wants to analyze how someone thinks, understand cognitive style, profile writing or speech patterns,…

当设计NoSQL数据库时，选择合适的数据库类型，设计数据模型，优化查询性能。处理分布式事务，实现数据一致性，和扩展性设计。