Productivity AI Skills

Create FAIR-minded reproducibility bundles for materials simulations by collecting input/output file inventories, hashes, units, engine versions, structure identifiers, provenance, and…

Operate apps on a desktop host through Computer Use, whether surfaced as Okou Desktop or the still-supported legacy Zero Desktop, when APIs are not enough. Not for remote browser sessions (`okou…

SNIP-36 virtual block proving on Starknet. Trigger on "virtual block", "SNIP-36", "off-chain proof", "anonymous vote", "heavy computation off-chain", "prove a transaction". Covers Cairo virtual…

Validate CLAUDE.md structure and completeness

Zoom Meeting SDK for Electron desktop applications. Use when embedding Zoom meetings in an Electron app with the Node addon wrapper, JWT auth, join/start flows, settings controllers, and raw data…

执行麦肯锡式的团队头脑风暴流程，包括准备基础数据文件、选择假设策略、引导团队讨论。适用于需要开展团队头脑风暴、生成创新观点或验证假设的场景。

When the user wants to create public competitor comparison or alternative pages for SEO and evaluators. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,'…

Review javdb-cli diffs or PRs for behavior, Go design, public SDK compatibility, pipeline/media correctness, credential safety, and verification gaps. Use for independent or pre-delivery review;…

Turn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans + tasks from them.

Industrial communication protocols for Zephyr RTOS. Covers Modbus RTU (serial), Modbus TCP (Ethernet/Wi-Fi), and CANopen basics. Trigger when building factory automation controllers, industrial…

Scan git diffs for project-specific anti-patterns. Triggers on: 'scan diff', 'check diff', 'anti-pattern check', 'pattern scan', 'review changes'.

Catalyst Job Scheduling — job pools, immediate/background jobs, and crons (Periodic, OneTime, Calendar, CronExpression) executing Job functions, Webhooks, Circuits, AppSail. Trigger on 'job…

用于处理中国法学作业的格式调整。当用户需要创建或修改法学作业 Word 文档，特别是涉及脚注格式、法律文件引用格式、标题格式调整、目录生成/修复时使用此 skill。必须先询问并确认姓名、学号、课程模板等个人/课程信息；不得默认填入维护者或示例个人信息。触发词：作业格式、Word格式、脚注格式、标题对齐、段落格式、目录、TOC、法学作业。

Use when you have an idea for a data story and want a publication-quality chart back. The agent finds an authoritative public dataset, drafts three chart-type variants in parallel, picks the…

Comprehensive guide for creating Model Context Protocol (MCP) servers. Use when building MCP servers, integrating external APIs, or creating tool interfaces for LLMs.

Write a structured PRD from design decisions, rough ideas, or conversation context. Use when user wants to write a PRD, create requirements, document a feature spec, or bridge design decisions into a…

Teaches test-driven skill authoring and validation, when creating/editing/verifying skills, resulting in robust reusable skills that pass pressure-tested scenarios

Audit all Kafka topic configurations against production best practices using the Lenses MCP server. Checks replication factor, retention, partitions, compaction, naming conventions, orphaned topics…

create or edit promotional images for releases, adding version numbers, feature highlights, and modern styling.

Prepare, submit, and optimize Chrome Web Store listings. Covers workflow, checklist, rejection reasons, listing optimization, and CI/CD automation.

Help with BAdI (Business Add-In) development, the ABAP enhancement framework, and the clean core level classification of enhancement techniques. Covers new BAdIs, fallback classes, filter-based BAdIs,…

Senior architect workflow: 5-phase governed runtime (Pre-Research → Requirements → Draft → Planning → Execution) with brainstorm deep-thinking at critical decisions and Context Bus for sub-agent…

Analyze articles, documents, videos, podcasts, and transcripts for arguments, evidence, themes, assumptions, contradictions, insights, and unanswered questions.

Generate a session handover document that captures progress, decisions, and context for seamless session continuity. This documentation shall serve Agents and Humans when working in consecutive…

Build a complete, reusable lead magnet with a clear reader outcome, worked example, editable starting point and tested delivery path.

Adversarial semantic verification for one TASK-* so teams can catch solutions that pass process checks but are still wrong in substance.

Adversarial code/plan/design review by a senior dev who hates what you built. Use this skill whenever the user asks for a hostile, brutal, or adversarial review — phrases like "tear this apart",…

Create, list, update, and complete goals, milestones, and tasks with hierarchical tracking

Scaffold projects and configure workspace, CI, and package-release tooling using Corbin Crutchley's preferences. Use when creating a repository, adding a related app or package, configuring shared…

Translate logistics and operations rules into optimization variables and constraints. Use when an operations problem describes vehicles, routes, depots, pickups, dropoffs, inventory, capacity,…

When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities. Use when the user says 'co-marketing,' 'partner marketing,' 'joint campaign,' 'who…

Apply George Orwell's 6 rules for clear, honest, and unpretentious writing from "Politics and the English Language" (1946). Use when the user asks for Orwell's rules, George Orwell style, cutting dead…

Local-only fast lane for rapid spikes and throwaway prototypes. Skips production gates, requires PROTOTYPE ONLY watermarks, and must not be pushed or deployed.

Audit sports modeling tables and workflows for target, temporal, join, preprocessing, and split leakage. Use before trusting backtests or reported predictive performance.

Cancel an active background Codex job.

Format and validate Obsidian wiki links with proper filename, section, and folder conventions. Verify links exist before creation and fix broken links. Use when creating or checking wiki links in…

Generate images using Qwen Image API (Alibaba Cloud DashScope). Use when users request image generation with Chinese prompts or need high-quality AI-generated images from text descriptions.

Use when designing or reviewing onboarding, first-run, welcome, setup-wizard, or activation flows — new-user signup-to-first-value paths, personalization quizzes, product tours, or getting-started…

Use when a brand needs to discover or articulate its identity through structured multi-session interviews. Covers purpose, positioning, audience, personality, voice, narrative, and founder-brand…

OpenDesign's investor pitch book: market map, moat, unit economics, and the ask — analyst-grade and diligence-ready. Built as a decision-grade fundraising pitch deck for growth-equity investors.

Run the CCS Align seat's hourly breathing cycle — prove the local claude-mem worker is healthy, pull needle observations through search → timeline → get_observations, land them in a seat-owned middle…

Use when reviewing templates, rendered HTML, or shared components related to Remove comments and debug code in production. Validate the final browser-facing markup, not just the source framework…

Fast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for implementation without stepping through each one individually. Also use when the…

Create, revise, audit, and export manuscript scientific figures in Python or R. Use for 论文配图、科研绘图、多面板图 and submission-ready plots, or explicitly requested AI-generated graphical abstracts and…

Cross-session environment retrospective driven by OMC's own instrumentation — trace timelines, friction reports, logs, and plan notepads. Every finding lands on the surface that owns the fix…

Help the user define a concrete, measurable goal before starting work, especially when they ask to use the goal tool, create a goal, set an objective, clarify success criteria, or turn a fuzzy…

Update context-mode from GitHub and fix hooks/settings. Pulls latest, builds, installs, updates npm global, configures hooks. Trigger: /context-mode:ctx-upgrade

Automates the end-to-end detection engineering workflow in Google SecOps using MCP tools. Use when fetching threat intelligence from blogs, generating Threat Detection Opportunities (TDOs), simulating…

4-tier progressive web scraping that auto-escalates WebFetch to curl to Interceptor to Bright Data proxy for bot detection and CAPTCHAs, with single-URL and multi-page crawl modes, output as markdown.…

Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to…

Full-stack backend architecture and frontend-backend integration guide. TRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service, building todo app,…