AI Ml AI Skills

Monitors competitor websites, pricing, content changes, hiring patterns, and product updates. Generates intelligence reports with strategic implications and trend analysis. Stores history for…

Use for writing, editing, polishing, or structuring lab reports and course experiment reports across disciplines. Handles cases with a provided template, raw data, images, notes, or only a brief…

Unpack Tauri desktop apps — extract embedded web assets (HTML/JS/CSS), Tauri config, IPC command map, and frontend license logic.

Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.

Expanding the candidate pool via relevance feedback, as an alternative to reranking when a dense retriever is too weak. Use when someone asks about 'Qdrant's Relevance Feedback API', 'improving dense…

Evaluate US stocks with comprehensive fundamental and valuation analysis

Design and document a api integration plan with structured process, quality checks, and system integration

设计AI科幻小说总大纲、全书总纲、故事多面体、主线谜团面与单元案矩阵。这里的“总大纲”默认指总纲层文件组，而非单一文件；至少包括 `小说总大纲.md`、`故事面/`、`伏笔与回收总纲.md`、`故事多面体大纲.md`，以及其它相关总表级大纲文件。用于创建、重写、修改总纲层 Canon…

Use when working on Cloudflare's edge platform — wrangler.jsonc bindings, choosing between D1/KV/R2/Durable Objects/Queues, deploying a Worker or SPA via Static Assets, or designing around a Workers…

Generate new Navigator slash commands following project conventions. Use when user says "add slash command", "create command", "new /nav command", or "add /nav:[name] command".

宜搭数据管理页美化方法：从用户目标推导线条、容器、页签、操作层级、表头、配色、列强调和布局变化，定位实际 token 与局部 CSS，自由组合而非套固定风格。用于当前数据管理页换风格、突出操作或关键列、修复视觉异常，以及已授权的自定义管理页；保留数据、权限和业务动作。

Enable interactive design mode

Use when deciding whether a project is a strong AISTATS fit, comparing AISTATS with NeurIPS, ICML, ICLR, UAI, COLT, JMLR, statistics journals, or application venues, and sharpening the AI-statistics…

Create and manage messaging profiles with number pools, sticky sender, and geomatch features. Configure short codes for high-volume messaging. This skill provides Python SDK examples.

The reusable on-brand template-SYSTEM skill -- build a brand kit + a small set of reusable templates so a non-designer can produce consistent on-brand graphics fast across formats. Use when someone…

Select and configure the appropriate command runner based on Docker Compose standard, Symfony Docker (FrankenPHP), or host environment

Red-green-refactor cycle with meaningful coverage. Tests are written before implementation. Coverage is a side effect of good tests, not the goal.

Run an opt-in strict maintainability review for giant files, spaghetti growth, misplaced logic, weak boundaries, unnecessary abstractions, and missed structural simplifications. Use for a…

When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking. Also use when the user mentions "sitemap," "site map," "visual…

Query KEGG for biological pathways and gene info. Use when user asks about metabolic pathways, signaling pathways, pathway genes, or KEGG IDs. Triggers on "kegg", "pathway", "metabolic pathway",…

Wibi Style 官方视觉风格：把一张照片转换成原色硬光都市。适合城市街道、建筑、公共交通、旅行纪实和环境人物照片。适用于用户要求原色硬光都市，或明确调用 $primary-hardlight-city 时。

Svelte 5 - Reactive UI framework with compiler magic, Runes API, SvelteKit full-stack framework, SSR/SSG, minimal JavaScript

Unofficial read-only Snappfood & SnappMarket: search food and groceries, compare prices, deals. Use when the user asks about Snappfood & SnappMarket (snappfood.ir) or wants food or groceries delivered…

Audits the metadata quality of a SharePoint document library or list. Scans every item against its required columns, flags missing, blank, or placeholder values, computes a completeness score per item…

Optimize prompts for better AI responses. Use when user asks to improve a prompt, refine a prompt, make a prompt better, optimize prompting, review their prompt, or says "/improve-prompt". Transforms…

Work with the knowledge base — ingest documents, run semantic search, manage collections, add a sync connector (Google Drive, S3), change a parser or an ingestion setting. Use when populating or…

拆解公司增长来源，检查其盈利含量、现金含量、可持续性与失速风险，判断增长是否“有质量”。适用于高成长股筛选、成长逻辑复核、景气股辨别真伪等场景。

Use when designing game feel, player feedback systems, or when creating animations that enhance gameplay and player satisfaction.

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance…

| 技术博客写作专家。精通技术文章、教程、架构解析、源码分析、开源项目文档。 基于 Developer Experience (DX) 和技术传播最佳实践，帮助开发者写出清晰、准确、有深度的技术内容。 「写技术文章」「写博客」「写教程」「技术分享」「架构文档」「README」触发。

Query the DrugLib.com Drug Review Dataset (UCI #461). Use whenever the user asks about patient drug reviews, drug effectiveness ratings, side-effect profiles, or condition-specific treatment…

CI/CD deployment pipelines, Docker, Kubernetes, and IaC architectures / Pipeline deploy CI/CD, Docker, Kubernetes, dan arsitektur IaC.

Weekly GTM container check — new, edited and removed tags, unpublished draft changes, orphaned tags, workspace status — diffed week-over-week

Add voice & video calling to any Flutter app FROM SCRATCH with the headless CometChat Calls SDK v5 (`cometchat_calls_sdk`, pub.dev) — no UI Kit. init→login→generateCallToken→joinSession, which hands…

Assess known person or company facts against supplied ICP criteria, keeping commercial fit separate from contact eligibility.

Creates and manages isolated Git worktrees for parallel agents, risky experiments, or long-running feature work while preserving the user's current checkout. Use before concurrent branch edits or when…

Professional document creation, editing, and analysis for Office formats (docx, pdf, pptx, xlsx). Use when working with Word documents, PDFs, PowerPoint presentations, or Excel spreadsheets.

Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/SVG), for phylogenomics.

将一个类的接口转换为客户端期望的另一个接口，解决不兼容问题。

Plan and continue web novels or serialized fiction with installment payoffs, long-range continuity, earned hooks, and controlled recaps.

Find why frame rate, frame time or load time got worse since a known-good state.

Dashboard metric register: metric, source module, formula, period, value, target, trend, owner and last-updated, as CSV, SQL, JSON Schema or Notion on request. Use for KPI dashboards.

Обновление конфигурации базы данных 1С. Используй когда пользователь просит обновить БД, применить конфигурацию, UpdateDBCfg

Manage MCP servers - discover, analyze, execute tools/prompts/resources. Use for MCP integrations, intelligent tool selection, multi-server management, context-efficient capability discovery.

Operates ML, LLM, responsible-AI, and multimodal systems. Use when deploying, monitoring, governing, or responding to production AI failures.

Configure what a form and a list look like — sys_ui_form, sys_ui_section and sys_ui_element for forms; sys_ui_list, sys_ui_list_element and sys_ui_related_list for lists; sys_filter for saved filters.…

Help HR Business Partners, People Partners, and HRBP leaders advise managers and leadership on people strategy, performance management, organizational health, employee relations, and workforce…

Breaks multi-hour tasks into checkpointed stages with resume capability. Use when a task is expected to take more than 30 minutes or multiple sessions.

Performance optimization guide for Capacitor apps covering bundle size, rendering, memory, native bridge, and profiling. Use this skill when users need to optimize their app performance.

Build .NET applications with the DevExpress Presentation API for creating, reading, modifying, and exporting PowerPoint presentations programmatically without Microsoft Office. Use when working with…

Enforces test doctrine where shape follows code not the pyramid: pushes logic into Flutter-free packages tested with pure package:test and an injected Clock; asserts invariants with seeded fuzz tests…