Productivity AI Skills

Dense, linear, status-at-a-glance UI for specialists who use a tool all day. Use when designing dispatch, warehouse, logistics, scheduling or other B2B operations tools.

Suggest and validate semantic dictionary (SD) mappings for new security integrations using vendor API samples or live events. Use when: mapping a new security vendor data to Dynatrace SD; checking…

Design and validate texture-state transitions for Blender animations without ugly whole-image crossfades, texture popping, misregistered morphs, or target-engine-incompatible Python-only swaps. Use…

把高中英语每日打卡做成 10-15 分钟可坚持、可反馈、可复现的短训练。重点不是多刷题，而是围绕词汇复现、语境理解、拼写准确和句子输出形成当天闭环。 Workflow: senior_english_quick_practice.run.

Use LLM as a simulator of expert debates and opposing viewpoints instead of getting a single sycophantic answer. Use this skill when the user needs to make an important decision, wants to stress-test…

Builds product positioning documents for marketing clarity. Use when the user requests 'positioning', 'target audience', 'differentiation', 'proof points', 'ICP', 'buyer persona', 'messaging…

把学习目标拆成可执行的 30 天方案（小学高段用周计划版），并在学生开启后跟进执行偏差。 学生说"帮我制定学习计划"、"我不知道怎么安排时间"、"下次考试前怎么复习"、"帮我生成30天方案"、"我的计划总是坚持不下去"、"帮我做家庭学习看板"时可激活。 它只管"什么时候做什么"：直接用错题本给出的弱项摘要来排任务，自己不做错因归类与深度归因（转错题本）；不讲题（转对应学科教练）、不发提醒（转 IM…

Product marketing strategy, positioning, and competitive intelligence for B2B SaaS. Use when defining ICP, developing positioning (April Dunford method), creating messaging hierarchy, building…

Systematic 4-phase debugging methodology for complex, intermittent, or mysterious issues. Use when investigating bugs, race conditions, or unexplained failures.

Set up a software company. Use for entity choice, Atlas vs Clerky, EIN, banking, bookkeeping, or founder paperwork. Read README.md for the guide map.

Protects complex business logic from accidental deletion or overwrite. Use when editing payment, trading, state-machine, or other load-bearing business logic where a single deleted line can cause…

You launched an ambassador program. 3 applications. One ghosted after week 2. Should you lower the bar? Offer more perks? Spam influencers? This gives you the complete community & ambassador…

Runs local and self-hosted LLM workflows with Ollama, LM Studio, MLX, Open WebUI, llamafile, and adapters. Use when operating private model stacks.

Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure.…

Builds a 4–6 page webinar funnel. Drives registrations for a live or evergreen webinar that educates and sells. Best for products $297–$2,000+.

When the user wants an independent quality check of an artifact produced by a PMM skill, such as a brief, strategy, plan, or asset. Checks the output against the originating skill's own explicit…

Like and comment on employee LinkedIn posts via browser automation. Checks a LinkedIn profile for new posts, likes them, and drops hype comments. Deduplicates via database so each post only gets one…

Orchestrate complex work from an active gpt-6-astra or gpt-6.1-sol Codex session. The detected lead owns decomposition, integration, and verification; Astra keeps the hardest reasoning in the lead,…

Scale game studio delivery systems across teams, pipelines, and release cadences. Use when designing team topology changes, pipeline throughput improvements, cross-team dependency governance, or…

Create, inspect, extract, edit, render, and verify PowerPoint presentations with python-pptx and optional LibreOffice.

End-to-end playbook for producing a top-tier, McKinsey-style market-research deck (HTML page-turning presentation + print-ready PDF) for a brand or product category. Covers the research methodology…

Discover, choose, and rewrite backend-specific VibeProxy cc-* aliases for Claude Code. Use when setting up, resetting, or auditing VibeProxy aliases for Codex, Copilot, Antigravity, Gemini, Qwen, or…

Execute the project epic development workflow for Codex. Use when the user asks for "epic dev", "epic-dev", "/epic-dev", "run the epic workflow", "create an epic", "resume the epic", "--resume",…

Translate PRD intent, roadmap asks, or product discussions into an implementation-ready capability plan that exposes constraints, invariants, interfaces, and unresolved decisions before multi-service…

Create, comment on, update, and list Paperclip tasks from Hermes using scoped Paperclip API credentials.

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

Audit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or audit is requested.

When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. Also use when the user mentions "marketing plan," "growth plan," "GTM plan," "go-to-market…

Internal downstream skill for ctf-sandbox-orchestrator. CTF-sandbox workflow for AD CS, certificate templates, enrollment rights, EKUs, SAN controls, PKINIT, certificate mapping, and cert-based…

Create a recurring Google Calendar event with attendees.

Delete specific observations from agentmemory after showing them and getting explicit confirmation. Use when the user says "forget this", "delete memory", "remove that note", or wants to scrub…

Generic civic intelligence aggregator for any US city — daily local digest of construction permits, crime, new businesses, public officials, legislation, elections, arrests, and local news, keyed off…

Analyze existing XML sitemaps or generate new ones with industry templates. Validates format, URLs, and structure. Use when user says "sitemap", "generate sitemap", "sitemap issues", or "XML sitemap".

Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.

Builds security-focused full-stack web applications by implementing integrated frontend and backend components with layered security at every level. Covers the complete stack from database to UI,…

Use when a user wants a continuing software team for a real repository, or has a first OpenRig team and needs a repeatable path for reviewed work and later tasks.

Notion API for creating and managing pages, databases, and blocks.

How to write well-structured Basic Memory notes: frontmatter, observations with semantic categories, relations with wiki-links, and best practices for building a rich knowledge graph. Use when…

[omh] Postmortem for an outage or SLO miss: postmortems, SLOs, error budgets, incident follow-ups, and service reliability evidence. Use when the user says: reliability-review, reliability review,…

Add `flutter_localizations` and `intl` dependencies, enable "generate true" in `pubspec.yaml`, and create an `l10n.yaml` configuration file. Use when initializing localization support for a new…

Manage Things 3 via the `things` CLI on macOS (add/update projects+todos via URL scheme; read/search/list from the local Things database). Use when a user asks Bitterbot to add a task to Things, list…

Every Booking.com workflow, plus offline price history, wishlist drop alerts, and multi-leg planning no other... Trigger phrases: `search booking.com for hotels in`, `what's the cheapest week to stay…

开展市场研究、竞争分析、投资者尽职调查和行业情报收集，提供来源引用和决策导向的总结。适用于用户需要市场规模测算、竞争对手比较、基金研究、技术扫描或为业务决策提供信息支持的研究场景。

Use when the agent should ask the user for structured input with an in-chat form, including single-select, multi-select, text fields, style pickers, or voice audition choices.

Decide which single journalist at one publication to approach first with a pitch. Fit-checks each candidate through journalist-fit-check, then ranks the survivors on the comparative signals that…

Redacta una descripción de pull request clara y estructurada a partir de un diff de git, resumen de rama o lista de commits. Úsalo cuando te pidan escribir una descripción de PR, redactar una…

Execute a single Todo task through In Progress to Review, meeting every acceptance criterion with tests and vibe-lint checks. Refuses Planning-status tasks. Invoked as /agiflow:run-task <task>. Uses…

Apply when context is filling up: large outputs, long files, repeated reads, fan-out planning. Route bulk to subagents; keep summaries in the main thread, not raw payloads.

Shared loop-engineering reference for COG skills - the agent loop, deterministic verifiers, termination conditions, in-loop context management, and named patterns. Invoke when designing or debugging a…

Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.

Autonomous multi-page site builder using a baton-passing loop. Each iteration reads a task from .design/next-prompt.md, generates a page in HTML/Tailwind, integrates it into the site, verifies…