Productivity AI Skills

PLANNING SPINE STEP 1 of 3 — Scope the work: define what is in and out of scope and save as specs/product/SCOPE_LATEST.yaml. Use before slice-tasks or plan-release on any new initiative. Not a…

Create a minimal, repeatable reproduction plan for a bug. Use when a junior developer needs clear steps to reproduce and capture evidence.

site-mapping — Map out a website's full structure — sitemaps, navigation, URL taxonomy, content inventory.

把高中数学考试备考从“泛泛刷题”变成诊断、提分优先级、限时训练、错题复盘和下次复测的闭环，帮助用户知道现在最该抓什么、每天怎么练、怎么判断有没有进步。 Workflow: senior_math_exam_review.run.

Initialize a new project with PROJECT.md + ROADMAP.md in .project/, set up jira and studio, and route to the first sprint. Use when starting a new project, onboarding a new codebase, or setting up…

Elicits, documents, checks, and agrees on requirements with users and stakeholders. Separates problem, requirement, and solution, and keeps evidence, agreement, and approval apart. Use this skill for…

Video content planning. Writes narration scripts, storyboards, shot lists, and asset checklists. Saves plan to marketing/video-plan.md.

Help a beginner or early-stage game team estimate the likely development time for a game concept based on scope, target milestone, current team, skill coverage, work model, and production constraints.…

Use when working with context management context restore

Generate a daily morning briefing for a restaurant manager covering a 7-day demand outlook with staffing and prep recommendations. Combines live weather data, local event schedules, and competitor…

Patrones de arquitectura Quarkus 3.x LTS con Camel para mensajería, diseño de API RESTful, servicios CDI, acceso a datos con Panache y procesamiento asíncrono.

Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md. (gstack)

Automate Affinda tasks via Rube MCP (Composio). Always search tools first for current schemas.

Pre-build product and feature risk review for founders, product managers, and AI-assisted builders. Use this skill when the user is about to build a landing page, MVP, SaaS product, internal tool,…

Internal downstream skill for ctf-sandbox-orchestrator. CTF-sandbox workflow for parser differentials, HTTP normalization gaps, ambiguous headers, path decoding drift, transfer-framing mismatches, and…

Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory…

Stress-test a plan by walking its decision tree one question at a time. Use when the user wants to pressure-test a design before implementation.

Convert Kanchi-style dividend investing into a repeatable US-stock operating procedure. Use when users ask for かんち式配当投資, dividend screening, dividend growth quality checks, PERxPBR adaptation for US…

[omh] OMH Codebase UML workflow: turn a repository into one readable, interface-level PlantUML architecture picture - packages or modules, the public symbols other units actually import, bounded…

Pythonic 惯用法、PEP 8 标准、类型提示，以及构建稳健、高效且可维护 Python 应用的最佳实践。

Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.

Summarise what The Understudy does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].

Use when an algorithm-first quest should manage candidate briefs, optimization frontier, branch promotion, or fusion-aware search instead of the paper-oriented default loop.

Write a resume / CV or cover letter tailored to a specific role. Handles regional format differences (AU/NZ, US, UK), ATS-friendly formatting, achievement-focused bullets, and cover letter structure.…

Read raw file contents with line-based pagination support.

Read your Robinhood Agentic brokerage account via the Robinhood Trading MCP - portfolio, buying power, positions, and order history - and place a single operator-instructed trade. OAuth Connect via…

Декомпиляция схемы компоновки данных 1С (СКД) в JSON-черновик в формате skd-compile. Используй для scaffold нового отчёта по образцу или структурного рефакторинга. Не для точечных правок

Query metrics and explore dashboards in Datadog.

Use when the user says I want to add X, implement Y, create a task for Z, or plan this feature. Writes a task file plus a PRD under .agent/, links them, and waits for approval before any…

OPS on-demand: This skill should be used when the user asks to "update ops plugin", "upgrade…

Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies. Synthesizes container and…

Knowledge Base Creation: Searchable wikis, internal documentation portals, knowledge management systems

Turn on Obsidian mode and migrate the vault to wiki links. Use when the user says 'I use Obsidian', 'enable wiki links', 'make this work in Obsidian'. Not for connecting an external tool/API; use…

Use this skill when the user says 'MVP', 'minimum viable product', 'scope the MVP', 'what should I build first', 'strip to core', or needs to define the smallest build that validates a product…

北森招聘面试一体化。本 Skill 覆盖招聘进展查询、面试官待办、面试质量分析、竞品情报分析、招聘需求查询与详情。当用户询问招聘进展、面试进展、面试官待办、待面试、待评价、面试质量、竞品分析、招聘需求等面试一体化相关问题时触发。职位/候选人/人才库等招聘主流程问题请走 beisen-recruitment。

Scaffolds per-repository agent context so coding agents share the same issue tracker rules, triage label vocabulary, domain glossary, ADR layout, and handoff conventions. Triggers on: "set up project…

Create teacher-ready worksheets, guided learning sheets, preview sheets, class exercises, homework, layered assignments, remediation sheets, answer keys, and teacher notes. Use this skill whenever the…

Grounded gap analysis of requirements against the platform an app builds on — client docs become an Epic/Story tree whose every coverage verdict is re-run by executable gates against a validated…

选择实现策略（垂直切片、水平切片或混合方案）并进行风险评估。在规划功能实现时使用。

Find the right bigpowers skill from natural-language intent using a local lexical index over SKILL.md frontmatter. Use when unsure which skill to invoke, or at start of research-first.

End-to-end protein design pipeline guide across preparation, generation, validation, and filtering. Use this skill when: (1) Starting a new protein design project, (2) Need step-by-step workflow…

把高中物理考试备考从“泛泛刷题”变成诊断、提分优先级、限时训练、错题复盘和下次复测的闭环，帮助用户知道现在最该抓什么、每天怎么练、怎么判断有没有进步。 Workflow: senior_physics_exam_review.run.

Plan, audit, and draft organic social for founder/brand accounts: platform mix, 30-post audits, calendars, Instagram, LinkedIn/X, short-video scripts, social search, and listening. Use when asked to…

Build a Seedance 2.0 brand, product, website, app, shop, or personal-project promo from verified assets and claims. Use when the user needs a truthful 4–15 second reel with a clear hook, product…

Reverse-engineering specialist that extracts specifications from existing codebases. Use when working with legacy or undocumented systems, inherited projects, or old codebases with no documentation.…

Provides CX Configure Price Quote implementation guidance for the Company Profile functional area.

Comprehensive markdown and Mermaid diagram writing skill. Use when creating any scientific document, report, analysis, or visualization. Establishes text-based diagrams as the default documentation…

点子王 (Idea King) — reason from first principles & run adversarial review. A thinking partner for the Partner (搭子) workflow and for standalone use. Use when the user says "点子王", "idea king", "第一性原理",…

Agents should invoke this skill for broad multi-claim research projects needing planning, parallel investigation, source merging, gap closure, citation audit, and final synthesis when narrower…

Design and plan Unreal Engine gameplay systems before implementation. Turns an ambiguous feature or game idea into an Unreal-native architecture with explicit ownership, lifetime,…

Choose effective automated and manual test layers for Godot features without overcomplicating the project.