Productivity AI Skills

已有功能的需求变更闭环（门禁式七步）。触发硬条件：要改的功能已经实现并跑起来了。当用户说"改需求""需求变更""调整交互""改功能""重构流程"，或改动容易散到多个文件、碰到鉴权/存储/配置/权限、需要可靠验证 + 回滚方案时使用。流程：锁 scope 写 change brief → 从代码确认当前行为（不靠记忆和假设）→ 影响面与风险评估 + 回滚计划 →…

Use when the user mentions Marketing Studio, DTC Ads, ad video, UGC video, the marketing_studio_video MCP model, or wants to generate one of the 9 Marketing Studio ad presets (UGC, Tutorial, Unboxing,…

AST-based code graph for fast symbol lookup, dependency analysis, and blast radius via codebase-memory-mcp MCP server

Guide construction of MCP servers that expose external services through well-designed, documented, testable tools. Use for mcp-builder, MCP server, Model Context Protocol, build MCP, FastMCP,…

Execute materialized frontend task files in autonomous execution mode

Create HTML dashboards with KPI metric cards, bar/pie/line charts, progress indicators, and data visualizations. Use when users request dashboards, metrics displays, KPI visualizations, data charts,…

Judge how a memory changes active-task state and whether it refers to an existing task. Use for mem-claw task-lifecycle model calls.

Use when the workflow needs to self-correct, improve over time, or establish feedback loops and evaluation cycles.

When the user wants to vet a specific creator's audience fit and brand-safety before working with them. Also use on "is this influencer a good fit," "vet this creator," "brand safety check," "does…

Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step…

Build your app's primary user interface embedded in the Shopify admin using the **iframe** model — a web app you host yourself, rendered with `@shopify/polaris-types` and App Bridge. Covers the…

Create and validate product requirements documents (PRD). Use when writing requirements, defining user stories, specifying acceptance criteria, analyzing user needs, or working on requirements.md…

This skill should be used only when the user explicitly asks to use `$ralph-specum-research`, or explicitly asks Ralph Specum in Codex to run the research phase.

Build and validate .arch/index.json — a committed map from each architectural component of this repository to the real directories and files that implement it, pinned to a git commit, with every path…

Moves audio files to the correct album location with proper path structure. Use when the user has downloaded WAV files from Suno or other sources that need to be organized.

Investigate a bug or broken behavior through hypothesis-driven root cause analysis and report what is wrong without jumping straight to a fix. Use when something is failing or behaving unexpectedly.

Google Calendar and Outlook automation - scheduling optimization, meeting workflows, time blocking, and Slack/Sheets integration

Guidance for implementing CollectionView in .NET MAUI apps — data display, layouts (list & grid), selection, grouping, scrolling, empty views, templates, incremental loading, swipe actions, and…

SOLUTIONING GATE — validates cohesion across planning artifacts before any implementation begins. Cross-references PRD (or tech-spec), architecture document, and epics/stories for coverage consistency…

Use when reporting the evidence-backed status of a named month-end or quarter-end close, its blockers, counted completion, and dependency path. Not for explaining budget variances; use…

Use when the user asks to review a skill, analyze skill quality, update or align a skill version, compare local state against a newer variant, or run a repeatable keep/enable/hide/disable/archive…

Generate an energy-optimized, time-blocked daily plan based on circadian rhythm research and GTD principles

发布前审查维度 — 审查 release readiness、发布说明质量、兼容性/迁移风险、package/plugin 元数据、文档/Profile/website 同步、回滚策略、registry/tag 风险和发布后验收；用于用户要求发版前 review、release pre-review、publish/tag 前风险审查或 audit 工作流识别为发布准备审查时。不同于…

Operating system for intake, approvals, QA, and training across brand stakeholders.

PHP Web 源码任意文件写入审计工具。识别用户可控数据进入写入 Sink 的链路，追踪任意落点写入/路径穿越到 write，并评估写入后的可执行性（禁止省略）。

This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great. Use as a craft companion after Core's…

使用 qiqi 命令处理企企服务业ERP项目工作。需要定位项目，创建、修改、开始或完成项目任务、日常任务和子任务，登记项目工时。

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first…

밤밤의 아이폰 문자·아이메시지를 읽을 때 읽을 것. "문자 확인해줘", "○○한테 문자 왔어?", "인증번호 뭐야", "문자에서 찾아줘" 같은 요청을 처리한다. 읽기 전용이며 발송 기능은 없다.

Prioritize inbound client calls by reading transcripts, classifying urgency, matching callers to legal client and matter context, and preparing a callback list for human review.

Cowork セッションでプラグインをゼロから作成するスキル。 「プラグインを作って」「プラグイン開発」「plugin作成」等のリクエストで発動。 Cowork モードで .plugin ファイルを生成。

This skill should be used when the user asks to "revise a chapter", "continuity check", "find inconsistencies", "audit character state", "check timeline consistency", "developmental edit", "structural…

Turns an answer into a one-page visual HTML explainer: the model writes a short Markdown draft and the bundled CLI builds one page. Use it proactively and liberally, without being asked, whenever a…

Use this skill whenever the user wants visual learning for data structures, algorithms, trees, graphs, sorting, searching, hashing, recursion, complexity analysis, 408 data structure review, algorithm…

Evidence-driven architecture research for understanding real systems and making technical decisions. Use when doing architecture landscape studies, source-backed system archaeology, build-vs-buy or…

2Checkout integration. Manage data, records, and automate workflows. Use when the user wants to interact with 2Checkout data.

Peripheral driver methodology skill from MCU reference manuals. Use when reading register maps, timing diagrams, and writing drivers from vendor documentation. Activates on queries about reference…

Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or asks 'why is memory usage so high?', 'how…

Create a personal athlete 81-cell MandalArt grid from an Ohtani Shohei-style 64+8+1 model. Use when the user asks for 大谷翔平 81 宮格, 個人運動員81宮格, sports skill maps, athlete training Mandala charts,…

Build multi-shot narrative image, video, and audio workflows with genmedia. Use this for storyboards, shot lists, multi-prompt video, first-frame to last-frame pipelines, social stories, brand films,…

Draft, restructure, or plan Nature-style manuscript sections from author-provided claims, results, figures, notes, or Chinese drafts. Use when the user wants to write or rebuild an abstract,…

Use when tasks require amazon seller data importer with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.

Use when coordinating a startup goal across CEO, CTO, product manager, engineering manager, founding engineer, and QA lead role subagents.

Use when building or fixing a no-code automation on n8n, Make, or Zapier — trigger to multi-app steps with data mapping, dedup, retries and an error path — or picking the platform by billing unit…

Run tasks until complete with structured completion signals. Auto-invoke when user says "run until done", "keep going until complete", "iterate until finished", "loop mode", "autonomous mode".

为 YidaCodeCanvas 自定义内容接入真实表单、个人流程任务、连接器或同源接口数据；按用户描述判断数据来源，处理 dataBinding、DataBridge、数据桥、数据解析、空值筛选、服务端分页、totalCount 和静默刷新。适用于页面或区块接入真实数据、展示个人任务、轮询刷新列表或 KPI，以及排查页面显示 0 条但数据管理有数据。

Build → verify artifact → deploy → wait → smoke deployment pipeline. Platform-agnostic (MCP or CLI), with configurable timeout, retry with exponential backoff, and integrated health-check. The deploy…

First-time setup for protein design tools. Use this skill when: (1) User is new and hasn't run any tools yet, (2) Commands fail with "file not found" or "modal: command not found", (3) Modal…

Read-only: calculates the true ROI of each discount code and automatic discount by comparing incremental revenue against discount cost.

Create tactical implementation plan for a feature or task

Design RESTful APIs with proper resource modeling, HTTP method semantics, status codes, pagination, versioning, and documentation. Use when the user requests api design or provides relevant inputs for…