AI Agent Workflow Collection

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program.

12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit). 6 paper types, 5 citation formats, bilingual abstracts, LaTeX/DOCX-via-Pandoc/PDF output. Style Calibration + Writing Quality Check + Anti-Patterns with IRON RULE markers. Triggers: write paper, academic paper, guide my paper, parse reviews, audit my rebuttal, check my response draft, AI disclosure, 寫論文, 學術論文, 引導我寫論文, 審查意見, 評估回覆, 논문 작성, 초록 작성, 논문 수정, 논문 계획을 도와줘, 심사 의견 반영, 답변서 점검, AI 사용 고지.

Multi-perspective academic paper review with dynamic reviewer personas.

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check ->…

When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform.

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' 'optimize for Claude/Gemini,' 'llms.txt,' 'OKF,' 'Open Knowledge Format,' 'knowledge bundle,' or 'agent-readable site.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema.

Production-grade Solana smart contract (program) development using Rust and the Anchor framework. Covers security vulnerability mitigation, account validation, PDA derivation, CPI safety, and TypeScript testing.

Master enterprise Ansible automation, idempotent playbook execution, reusable role design, Ansible Vault security, and Molecule automated testing.

Enterprise Apache Airflow 2.x DAG authoring, TaskFlow API, deferrable operators, idempotent execution models, and production workflow orchestration.

Production-grade guidance for Apache Kafka event streaming, partition strategies, consumer group management, transactional messaging, and Confluent Schema Registry integration (Avro/Protobuf/JSON Schema). Use when designing Kafka topics, configuring producers/consumers for idempotency and ordering, enforcing schema evolution policies, or implementing dead-letter queues.

Design banners for social media, ads, website heroes, creative assets, and print. Multiple art direction options with AI-generated visuals.

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.

Brand voice, visual identity, messaging frameworks, asset management, brand consistency.

Premium brand-kit image generation skill for creating high-end brand-guidelines boards, logo systems, identity decks, and visual-world presentations.

Decision guide for delegating to caveman-style subagents.

Ultra-compressed communication mode. Cuts output tokens 65% (measured) by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.

Ultra-compressed commit message generator. Cuts noise from commit messages while preserving intent and reasoning. Conventional Commits format.

Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens.

Quick-reference card for all caveman modes, skills, and commands. One-shot display, not a persistent mode.

Ultra-compressed code review comments. Cuts noise from PR feedback while preserving the actionable signal. Each comment is one line: location, problem, fix.

When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies.

Architect, build, and deploy production-grade Cloudflare Workers, Durable Objects, D1, KV, and edge API architectures using Wrangler, TypeScript, and Hono.

When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities.

Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions "cold outreach," "prospecting email," "outbound email," "email to leads," "reach out to prospects," "sales email," "follow-up email sequence," "nobody's replying to my emails," or "how do I write a cold email." Covers subject lines, opening lines, body copy, CTAs, personalization, and multi-touch follow-up sequences. For warm/lifecycle email sequences, see emails. For sales collateral beyond emails, see sales-enablement.