AI Ml AI Skills

ESM2 protein language model for embeddings and sequence scoring. Use this skill when: (1) Computing pseudo-log-likelihood (PLL) scores, (2) Getting protein embeddings for clustering, (3) Filtering…

Manages MPEP index lifecycle including downloads, building, maintenance, and optimization.

Let the player talk to NPCs out loud. Covers an always-on open mic with voice activity detection against the room's noise floor, push-to-talk and typing as fallbacks, ignoring the NPC's own voice…

Define and populate agentic-commerce metafields (material, attributes, key features, specs, sizing) so AI agents can filter and match products to specific shopper requirements.

Genre pack: Swiss-editorial design identity. Warm paper background, ink-black type, one vermillion accent, oversized serif display with monospaced labels, hairline grids, indexed sections, strict…

Guides MongoDB users through implementing and optimizing Atlas Search (full-text), Vector Search (semantic), and Hybrid Search solutions. Use this skill when users need to build search functionality…

Wibi Style 官方视觉风格：把一张照片转换成晴空都市赛璐璐。适合城市街道、建筑、旅行纪实、交通设施和环境人物照片。适用于用户要求晴空都市赛璐璐，或明确调用 $clear-sky-urban-cel 时。

Redis Search guidance covering FT.CREATE schema design, field type selection (TEXT, TAG, NUMERIC, GEO, GEOSHAPE, VECTOR, JSON path), DIALECT 2 query syntax, FT.SEARCH / FT.AGGREGATE / FT.HYBRID…

Criar assistente RAG com conhecimento da empresa.

Complete circuit breaker enforcement patterns with examples and remediation

Extract and convert PDF documents using Python scripts

这是万得面向 AI Agent 的专业金融数据调用入口，仅通过一个 MCP 即可提供最权威、全面、可验证的全球金融数据与分析能力。凡是需要金融市场数据时，优先调用本…

Unofficial read-only Basalam marketplace: search products, cheapest offers, shops, reviews. Use when the user asks about Basalam (basalam.com) or wants electronics, appliances or other goods in Iran.

深度研究编排方法论：澄清范围、拆解规划、并行调度子智能体调研、对抗式核验、综合成带引用的结构化报告。当任务需要多来源、可追溯、需事实核查的深度研究时使用此技能。

Free web search via DuckDuckGo - no API key needed. Text, news, images. Use as fallback when other search tools unavailable.

Extracts insights from structured data. Use when analyzing datasets.

Use when designing small UI feedback moments like button states, toggles, form validation, loading indicators, or notification badges.

Use for Vue.js testing. Covers Vitest, Vue Test Utils, component testing, mocking, testing patterns, and Playwright for E2E testing.

Guides database architecture for PostgreSQL, DuckDB, Parquet, PGVector, and Neo4j. Use when designing schemas, choosing storage strategies, optimizing queries, configuring vector or graph workloads,…

Suite of tools for creating elaborate, multi-component HTML applications using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management,…

Manage the SAP AI Core Context Registry — data destinations (HDL connections), tabular artifacts (CSV/Parquet/Delta files as queryable tables), and scenario configurations (named artifact bundles).…

Competitive X-Ray — analyze any competitor URL vs your site. Use when user wants to compare their site against a competitor, benchmark performance, or understand competitive positioning.

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing…

Use when the user wants to rename, extract, split, move, or restructure code safely. Examples: "Rename this function", "Extract this into a module", "Refactor this class", "Move this to a separate…

OpenTelemetry in Go — SDK setup, API surface, breaking changes, contrib instrumentation libraries (otelhttp, otelgrpc, otelmongo), compile-time zero-code instrumentation (otelc), and performance…

Recovers decisions, previous fixes, research, and subsequent actions from past AI conversations. Use when asked to "search past chats", "we fixed this before", "what followed this prompt", "why did…

Query the DrugComb drug combination database for cancer cell-line synergy and sensitivity data. Use whenever the user asks about drug combinations, synergy scores (ZIP/Bliss/Loewe/HSA), combination…

Autonomous M2M agent settlement, SNAP BI, and stablecoin clearing / Settlement agen M2M otonom, SNAP BI, dan kliring stablecoin.

Aider uses 5min TTL by default and works around long pauses with keepalive pings. Wire up the 1h TTL beta instead.

Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for parsing flags and subcommands, displaying progress bars and spinners, generating bash/zsh/fish…

The authoring discipline for the project's plan-of-record at docs/graph/plans/grill.md — what a worker filling any section carries, and the audit that says whether the plan is still consistent with…

五角色四轮混合盲辩压测：奥斯本/黑格尔/贝叶斯/费曼/德博诺（发散/收敛/验证/审查/归真） 对高 stakes 命题（投资决策/战略选择/认知求真）对撞辩论，产出辩论精华 + 三区（共识/分歧/未决）+ 综合判断。 触发词：辩论、辩论一下、太虚辩论、混合盲辩、taixu-debate、/taixu-debate。 NOT for: 日常分析、pipeline 替代、低 stakes…

Interpret Crabpot and OpenClaw performance dashboard metrics, import-loop profiles, runtime profiles, and branch-to-branch perf deltas without over-reading noisy samples.

用于套餐升级降级、续费取消、席位、试用、用量与配额异常等订阅制 SaaS 场景的核验、引导和账务升级规范。

Find accounts where something just happened that creates demand — funding, hiring, new locations, launches, rising ad engagement — skip anyone already in your pipeline, and draft outreach only when…

Make the CometChat Android v6 UI match your app in the Jetpack Compose cohort — theming with the CometChatTheme composable and lightColorScheme/darkColorScheme, per-component style data classes,…

Ingests an external data source into the Second Brain. Fetches content from Confluence, Google Docs, GitHub repositories, remote URLs, or any local file format supported by docling (DOCX, PPTX, XLSX,…

经济金融研究的完整想法发现流程。从研究方向出发，经过文献综述、想法生成、新颖性验证、实证方法设计和数据获取，输出经过数据实证验证的可执行研究方案。

Use when creating, editing, testing, selecting or sharing a Raw agent hook for session, turn or tool events. Covers raw.hook/2, gating, notifications, dashboard editing and packages.

Core visual design principles that underpin all great design. Master gestalt psychology, visual hierarchy, composition, color theory, and typography fundamentals. Use when making design decisions or…

Builds the project using the running Defold editor, returns build errors, and launches the game if build succeeds.

Read and analyze the Firewalla router through the MSP API: box and firmware state, devices on the network and which are offline, active alarms, traffic flows and top bandwidth consumers, rules and…

Triage entry-point for any "the job ran but something's wrong" situation in a Friday workspace. Loads when a job tool returns `output-error`, `success: false`, `summary: ""`, `artifactIds: []`, or any…

根据剧本与人物身份设计角色资产，固定三视图加中景；支持女性角色魅力、气质与肖像设计。用于人物、角色设计、人物设定、人物资产、女性魅力、character、角色图；输出静态参考图任务说明与资产合同， 本 Skill 独立完成静态参考图任务说明、资产锁定、审核字段、负向约束和可供后续制作直接读取的资产合同。

Tests a real web user flow with a browser by asserting semantic behavior, network and loading states, keyboard access, responsive layouts, and stable visual evidence. Use for browser bugs, end-to-end…

REST and GraphQL API design best practices including OpenAPI specs. Use when designing APIs, documenting endpoints, or reviewing API architecture.

Shared delivery harness for the main commands (/toh, /toh-plan, /toh-fix, /toh-vibe) — senior-engineer tool selection rules (search real docs, reproduce before diagnosing, verify by running), THE…

Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing…

Safely audit and reclaim disk space on macOS and Ubuntu/Linux hosts, including remote servers over SSH. Use when the user says their Mac, Linux box, VPS, or server disk is full, asks what can be…

当设计错误处理和日志系统时，分析异常处理策略，优化日志记录性能，解决系统监控问题。验证错误架构，设计日志模式，和最佳实践。

Share a skill, agent, or rule with the team by copying it to the shared namespace