Productivity AI Skills

Use when implementing a feature or fixing a bug — TDD, red-green-refactor, failing test first, then minimal code, then refactor. Run npm test before claiming done.

Router skill for LLMQuant rates and FX workflows. Use when the user needs yield curve, duration, central-bank divergence, FX carry, real-rate, dollar, or cross-currency analysis.

Use when implementing gesture composition (simultaneous, sequenced, exclusive), adaptive layouts (ViewThatFits, AnyLayout, size classes), or choosing architecture patterns (MVVM vs TCA vs vanilla,…

React to Doctrine entity lifecycle in Symfony with attribute listeners (#[AsDoctrineListener]/#[AsEntityListener], ORM 3) and lifecycle callbacks

When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,'…

Generate multiple radically different interface designs for a module using parallel sub-agents, then compare trade-offs. Based on "Design It Twice" from A Philosophy of Software Design. Use when user…

专业的上美影风格AI短剧制作系统（基于Seedance 2.0平台）。当用户要求：(1) 将故事/小说/神话/民间传说转换为上美影风格视频脚本，(2) 生成上美影风格（上海美术电影制片厂复古手绘动画）的Seedance 2.0分镜提示词，(3) 规划多集国风动画短剧系列，(4) 为Midjourney、GPT-Image-2、Seedream、Nano Banana…

Create or review brainstorm experiments new deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for brainstorm experiments new planning or…

Rethinks experiences for different platforms and contexts — not just resizing, but reconceiving. Part of the Intent design strategy system. When an experience moves from desktop to mobile, web to TV,…

Define measurable success metrics (KPIs) tied to product type during PRD v0.3 Commercial Model. Triggers on requests to define success metrics, set KPI targets, determine what to measure, establish…

Quality gate checklist to run before committing or creating a PR. Use when finishing implementation, checking work quality, or preparing to commit. Triggered by "preflight", "self review", "ready to…

Improve a README for clarity and completeness. Use when a junior developer needs guidance on documenting setup and usage.

Process meeting notes into structured notes with extracted decisions, blockers, and action items. Use for "/meet project type title" then paste notes.

Use this skill when writing, reviewing, or maintaining code comments. Apply these strategies to ensure comments explain intent rather than repeat code, use maintainable styles, and follow density…

Use when a proposed open-source feature must be checked across source, history, branches, issues, pull requests, roadmaps, and contributor guidance before implementation begins.

把初中数学每日打卡做成 10-15 分钟可坚持、可反馈、可复现的短训练。重点不是多刷题，而是围绕计算准确率、方法选择、解题步骤和错因复盘形成当天闭环。 Workflow: junior_math_quick_practice.run.

RICE prioritization scoring initiatives by Reach, Impact, Confidence, and Effort. Use for feature prioritization, roadmap planning, or when comparing initiatives objectively.

Plan and draft competitor comparison and alternative-page strategies for SEO and sales evaluation use cases. Use for "[competitor] alternatives", "you vs competitor", and comparison-page content…

Builds decks with a story spine, house visual system, setting-specific density, and speaker notes. Use when asked to "create a presentation", "write a pitch deck", or "turn this doc into slides".…

Multi-channel marketing orchestrator for campaign planning, specialist routing, and marketing coordination. Use when the user needs a marketing plan, brand strategy, campaign coordination, or help…

Use when configuring Django to store static and media files on AWS S3 with django-storages. Invoke when working with the STORAGES setting, S3 buckets, presigned URLs, CloudFront, or boto3-backed file…

Enforces 100% task and file ingestion coverage via an asynchronous, supervisor-driven state polling mechanism.

Audit, compare, and document Opik integrations across Python SDK, TypeScript SDK, and OTEL/API backend. Use when adding a new integration, reviewing an existing one, or generating first-pass…

合同起草、生成合同、拟定协议、写合同、根据交易安排形成合同文本、多轮修订和最终版归档的唯一入口。基于三观四步法与用户可选配置的本地合同模板库，支持有模板时定制化起草、无模板时独立起草；输出合同草案，并同步生成客户可读合同编号、合同概览、业务摘要、版本记录、修订历史和续约提醒信息。

Transform raw data from CSVs, Google Sheets, or databases into executive-ready reports with visualizations, key metrics, trend analysis, and actionable recommendations. Creates data-driven narratives…

Read relationship signals across a conversation, infer what changed between turns, then turn awkward, overly formal, blunt, or AI-sounding messages to teachers, leaders, mentors, senior colleagues,…

Pre-code stack feasibility verification against architecture and PRD documents. Use when the user requests to "verify a tech stack" or "verify stack."

Transform a list of priorities, features, or initiatives into a structured product roadmap. Now/Next/Later format with dependencies, effort sizing, and strategic rationale.

Stay coherent across a long agentic session by keeping the task's state on disk — a WORKING_NOTES.md with the task, plan, decisions, and status — updated at every milestone and re-read after any…

Use for repeated-looking troubleshooting, solved-issue recall, adding durable troubleshooting notes, and maintaining the local LEARNINGS archive. Reads LEARNINGS-SUMMARY.md first, follows referenced…

Align content creation, shaders, import settings, runtime presentation, and performance constraints.

Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.

First-response triage for cross-code (LAMMPS/VASP/QE/MOOSE) simulation failures: classifies the failure signature (nonconvergence, NaN/Inf, exploding energy, unstable timestep, pressure blow-up,…

Use when auditing an agent codebase against the 12-Factor Agents methodology, reviewing LLM-powered system architecture, or assessing agentic app compliance. Triggers on "analyze agent architecture",…

Structured research and solution design workflow. Use when user mentions "deep dive", "deep research", "deep innovate", "research this", "investigate", "analyze the codebase", "solution design",…

Creates PRDs using persistent file-based planning. Use when user explicitly says "PRD", "product requirements document", or "产品需求文档". Combines PRD methodology with planning-with-files to avoid context…

Project documentation lifecycle for PHP/Laravel and Node/TypeScript/React projects — bootstrapping essential docs, naming and folder conventions, freshness, and cleanup of AI-generated junk and stale…

从各种内容来源（AI日报、新闻资讯、文章、URL、粘贴文本）中提取适合自媒体发布的选题，写入选题池。当用户说"提取选题"、"找选题"、"这里面有什么可以写的"、"从这个里面挑选题"、或使用 /选题提取 时触发。。

Copilot agent that assists with project planning, scheduling, risk management, and progress tracking for software development projects Trigger terms: project management, project plan, WBS, Gantt…

Progressive-disclosure workflow for potpourri (opf-potpourri) AC/DC and multi-period optimal power flow on pandapower distribution networks, including storage and flexible resources. Use whenever the…

Secure boot and firmware update workflows for Zephyr RTOS. Covers MCUboot integration, production image signing, DFU protocols (MCUmgr), fail-safe rollback mechanisms, and mbedTLS crypto basics.…

Show project status dashboard across registered repositories

Use this skill when a human needs to review a Deepline Play result and hand feedback, labels, or approval back to the agent for revision, evaluation, comparison, or bounded iteration. Triggers on “put…

Structures validated requirements into an atomic, traceable, typed dependency graph and derives a trustworthy dependency order. Use when normalizing requirement wording, preserving stable IDs,…

Use before creative product or engineering work when the user wants to design a feature, component, workflow, behavior change, or other solution whose goals, constraints, and tradeoffs need…

Structured first-pass exploration of an unfamiliar codebase — what to read, in what order, what to map, what traps to find. Use when entering any new or inherited project before writing code.

Start, drive, resume or close an iteration (also without a slash command): Phase 1 direction lock, autonomous execute, iteration-close, PR delivery, merge-ready loop, post-merge close.

Use Xquik for X/Twitter search, profile tweets, followers, account monitors, webhook events, MCP access, SDK guidance, and extraction workflows through public docs and a user-configured API key.

Generates unit and regression test files for existing code. Creates "Happy Path", "Edge Case", and "Error" test stubs.

Convert local PDF, Office, Markdown, HTML, text, CSV, TSV, and JSON files; batch-convert folders, extract tables, fill templates, and edit PDF pages.

Standardize MotherDuck delivery for consultancies and agencies across client engagements with reusable provisioning, isolation, and handoff patterns.