majiayu000
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- ▌ Cro Optimization · majiayu000 bundleRun conversion rate optimization through hypothesis-driven testing including audit, hypothesis generation, test design, statistical analysis, and rollout decisions. Use this skill whenever the user wants to optimize conversion, run A/B tests, audit a funnel, generate test hypotheses, design experiments, or analyze test results. Triggers on conversion optimization, CRO, A/B test, split test, multivariate test, hypothesis, conversion funnel, funnel audit, experiment design, statistical significance, lift, optimization. Also triggers when the user has a conversion problem and isn't sure where to start, or when test results are ambiguous and need interpretation.
- ▌ Customer Winback · majiayu000 bundleIdentify churned or at-risk customers and draft personalized winback emails
- ▌ Entity Optimizer · majiayu000 bundleUse when the user asks to "optimize entity presence"; builds Knowledge Graph, Wikidata, sameAs, and AI recognition signals. 实体优化/知识图谱
- ▌ Etsy Advertising · majiayu000 bundleEtsy Ads strategy — budget allocation, bid management, promoted listings, offsite ads opt-out analysis
- ▌ Funnel Architect · majiayu000 bundleDesign marketing funnels. Use when: mapping customer journeys, attribution modeling, or conversion paths.
- ▌ Geo Fundamentals · majiayu000 bundleGenerative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
- ▌ Geo Optimization · majiayu000 bundleUse this skill when optimizing for AI-powered search engines and generative search results - Google AI Overviews, ChatGPT Search (SearchGPT), Perplexity, Microsoft Copilot Search, and other LLM-powered answer engines. Covers Generative Engine Optimization (GEO), citation signals for AI search, entity authority, LLMs.txt specification, and LLM-friendliness patterns based on Princeton GEO research. Triggers on visibility in AI search, getting cited by LLMs, or adapting SEO for the AI search era.
- ▌ Grand Slam Offer · majiayu000 bundleDesign irresistible affiliate offers using the Hormozi Grand Slam framework. Triggers on: "create an offer for", "design my offer", "grand slam offer", "make an irresistible offer", "why should someone buy through my link", "offer framework", "value proposition for", "Hormozi offer", "offer stack", "make my offer irresistible", "craft an offer", "what makes my offer different", "offer design", "increase perceived value".
- ▌ Hashtag Analyzer · majiayu000 bundleAnalyze hashtag performance and discover trending tags. Use when: researching hashtags for posts; finding related hashtags; analyzing hashtag reach; planning hashtag strategy; competitor hashtag research
- ▌ Hashtag Research · majiayu000 bundlePlatform hashtag trend analysis, search volume estimation, and audience-relevant hashtag set generation
- ▌ Headline Options · majiayu000 bundleGenerate and pressure-test headline options across proven formulas. Use when asked for headlines, a title, a subject line, a hook, or to improve a weak headline for a page, post, email, or ad. Produces 10–15 headline options grouped by formula (benefit, how-to, number, question, curiosity, social proof), each scored for clarity and specificity, with the top 3 recommended and why.
- ▌ Improve En Guide · majiayu000 bundleRun SEO audit and iteratively fix all issues for English guide content only. No translation.
- ▌ Influencer Brief · majiayu000 bundleCreate a structured brief for an influencer or creator partnership campaign. Use when asked to brief an influencer, plan a creator collaboration, set up a paid partnership, or define deliverables for a sponsored content campaign. Produces a complete campaign brief with objectives, deliverables, creative guidelines, approval process, and performance metrics.
- ▌ Kai Email System · majiayu000 bundlePlan and batch-produce an entire email system for a product. Maps every lifecycle touchpoint (onboarding, activation, conversion, retention, transactional, win-back), generates all emails with quality gates, outputs Loops-ready copy. Use when "create all emails", "email system", "build email sequences", "lifecycle emails", "onboarding sequence", "set up transactional emails", "plan all the emails for [product]", or any request to systematically produce a complete set of emails for a platform.
- ▌ Kai Funnel Audit · majiayu000 bundleTwo-layer funnel audit on collected data only — stress-test the awareness layer (hooks, messaging, proof placement, attention leaks on live pages and ads) and the lead-capture layer (opt-ins and lead magnets scored on the four Value Equation variables, friction findings, weakest-magnet rewrite), plus a phone-path check under the KaiCalls Fit Rule. Use when "funnel audit", "audit my funnel", "why is my funnel leaking", "top of funnel isn't converting", "audit our lead magnets", "opt-in audit", "awareness to lead audit", "where are we losing people", "lead capture audit", or any request to diagnose the full awareness-to-lead flow rather than one page.
- ▌ Kai Landing Page · majiayu000 bundleProduce complete landing page copy using perception engineering and conversion frameworks. Generates hero section, value props, social proof blocks, objection handlers, and CTA — all scored against quality gates. Use when "landing page", "sales page", "LP copy", "write a landing page", "hero section", "conversion page", "signup page", or any request to produce persuasive page copy that converts visitors.
- ▌ Kai Weekly Audit · majiayu000 bundleWeekly marketing audit and operating review. Pulls the last 7 days of source-backed marketing, analytics, content, paid media, lead, watcher, and audit data; compares it to the prior 7 days; flags urgent issues; and produces a weekly scorecard plus action list. Use when "weekly audit", "weekly marketing review", "weekly check-in", "weekly scorecard", "what changed this week", "Friday marketing review", or any request for a recurring 7-day marketing audit.
- ▌ Linkedin Posting · majiayu000 bundleLinkedIn post formats, hook patterns, algorithm-aware engagement strategies, and professional copywriting
- ▌ Marketing Router · majiayu000 bundleALWAYS use this skill FIRST before any marketing-related task. This is the entry point for all marketing work. Triggers on ANY of these: 'landing page,' 'homepage,' 'pricing page,' 'feature page,' 'about page,' 'hero section,' 'CTA,' 'headline,' 'copy,' 'copywriting,' 'rewrite,' 'conversion,' 'CRO,' 'optimize,' 'A/B test,' 'split test,' 'SEO,' 'meta tags,' 'schema,' 'structured data,' 'keywords,' 'ranking,' 'organic traffic,' 'blog strategy,' 'content strategy,' 'content plan,' 'social media,' 'LinkedIn post,' 'Twitter thread,' 'email sequence,' 'drip campaign,' 'onboarding,' 'signup flow,' 'registration,' 'paywall,' 'upgrade screen,' 'upsell,' 'popup,' 'modal,' 'exit intent,' 'pricing,' 'tiers,' 'freemium,' 'free trial,' 'launch,' 'Product Hunt,' 'go-to-market,' 'announcement,' 'paid ads,' 'PPC,' 'Google Ads,' 'Meta Ads,' 'Facebook Ads,' 'retargeting,' 'referral,' 'affiliate,' 'word of mouth,' 'marketing ideas,' 'growth,' 'acquisition,' 'funnel,' 'analytics,' 'tracking,' 'GA4,' 'GTM,' 'competitor page,' 'alt
- ▌ Marketing Skills Guide · majiayu000 bundleGuide for marketing and growth skills including SEO, copywriting, CRO, email campaigns, paid ads, and product launch strategies.
- ▌ Marketing Sprint · majiayu000 bundleRun the full content pipeline in one command — brief, write, gate, log. Progress updates between steps. 5-minute timeout with partial state recovery.
- ▌ Momentum Planner · majiayu000 bundleUse when the user asks to "keep the launch momentum going after launch week", "plan a changelog / release-notes cadence as GTM", or "is this update worth a relaunch"; produces a T+1→T+30 momentum plan — a launch-moment calendar (milestone / shipped-loop / badge moments only), announcement-tier routing (major = full-channel, medium = targeted, minor = changelog-only), a relaunch legitimacy call, spike-to-owned handoff briefs, and the next Tier-1 moment with launch-stacking spacing. Not for the 30-day content-reuse map or paid amplification execution — use content-amplifier; not for planning the next launch end to end — use launch-tier-planner. 抗第二周断崖/changelog-as-GTM/relaunch/下一发布时刻
- ▌ Niche Researcher · majiayu000 bundleUse when the user asks to "research a niche community", "deep-dive a subculture", or "find micro-niches for a brand"; produces a community map, culture decode (language, norms, taboos), key-voice tiers, content ecosystem, brand-fit score, and a phased entry strategy. Not for finding specific creators to contract — use influencer-discovery.
- ▌ Obsi Moc Manager · majiayu000 bundleStandards for recursively managing Maps of Content (MOCs) across a directory tree.
- ▌ Post To Linkedin · majiayu000 bundleAutomatically generate professional LinkedIn posts for business development and lead generation. This skill creates engaging content about your work, achievements, and expertise while maintaining brand consistency and requiring human approval before publishing.
- ▌ Product Page SEO · majiayu000 bundleOptimize e-commerce product pages for search engine visibility. On-page SEO, structured data, page speed, mobile optimization, and content strategy for Google, Bing, and platform-specific search.
- ▌ Purple Cow Audit · majiayu000 bundleScore product remarkability 1-10 to decide if it's worth promoting. Seth Godin's Purple Cow test. Triggers on: "is this product worth promoting", "should I promote", "product audit", "purple cow", "remarkable product", "is it remarkable", "rate this product", "product quality check", "worth my reputation", "product evaluation", "would I recommend without commission", "product remarkability score", "evaluate this affiliate product", "quality gate for promotion".
- ▌ Reddit Cultivate · majiayu000 bundleReddit account cultivation for indie developers. Uses AppleScript to control real Chrome — undetectable by anti-bot systems. Checks karma, finds rising posts, drafts comments, and posts directly. Triggers on "/reddit-cultivate", "check my reddit", "reddit maintenance", "find reddit opportunities", "build reddit karma".
- ▌ Redirect Manager · majiayu000 bundleManage URL redirects. Use when: creating 301/302 redirects, auditing chains, fixing loops, or deploying via CMS MCP.
- ▌ Segment Audience · majiayu000 bundleCreate audience segments. Use when: building or updating CRM or email platform segments for campaign targeting.
- ▌ Seller Analytics · majiayu000 bundleAnalyzes seller lead performance, revenue attribution, and marketing campaigns for the Seller vertical (acquired business with separate data architecture). Use when working with seller leads, sell intent, EFR calculations, seller paid search, display/social, or B2C/B2B seller campaigns. Triggers include seller leads, sell_spend, sell_attribution, EFR, GQ leads, UCA, seller revenue, PMAX, DSA, brand campaigns, seller outage analysis, facebook ads, display ads.
- ▌ SEO Fundamentals · majiayu000 bundleSEO fundamentals, E-E-A-T, Core Web Vitals, and 2025 Google algorithm updates
- ▌ Short Form Video · majiayu000 bundleCreate short-form video content (Reels, TikTok, Shorts) using practitioner methodology. Covers production workflow from concept to publish, hook construction, format selection, and algorithm optimization.
- ▌ Slow Feed Design · majiayu000 bundleTurn raw social media ideas into a paced content sequence that advocates slowing down in the AI era, includes reveal timing, minimal post copy, and comment strategy that invites replies without turning “slow” into another productivity tool
- ▌ Social Analytics · majiayu000 bundleAnalyze social media profiles and engagement. Use when: auditing competitor social presence; calculating engagement rates; identifying top-performing content; tracking profile growth; benchmarking social metrics
- ▌ Social Listening · majiayu000 bundleMonitor social media and online mentions for brand sentiment, emerging issues, and conversation trends
- ▌ Subject Line Lab · majiayu000 bundleUse when the user asks to "generate subject line variants", "pre-score my subject lines", or "will this subject get truncated / trigger spam filters"; produces a labeled subject + preheader variant set and a per-variant heuristic pre-score card — spam-trigger flags, length/truncation across desktop + mobile, emoji-count, and the inbox preview render (from-name + subject + preheader) — before any test is run. Not for the body copy or CTA — use email-creative-builder; not for the A/B test design or significance read — use send-experiment-designer; not for the goal-weighted EQS or the S1/S2/N1/D1 vetoes — use email-quality-auditor. 邮件主题行生成/主题行预打分/截断与垃圾词检查
- ▌ Suede Free Tools · majiayu000 bundleSuede-affiliated engineering-as-marketing strategy for selecting, scoring, and scoping calculators, graders, generators, and other free interactive tools. Use when the user wants a lead, link, education, or product-adoption asset with a measurable path to the paid product. NOT FOR: downloadable lead assets (use suede-lead-magnets), implementation of a full website (use suede-site-alchemy), or search diagnostics (use suede-seo-audit).
- ▌ Upload Ad Sample · majiayu000 bundleUpload a finished Meta or video ad creative (image or video) to the Goose Ads sample library and fill its remix payload — recipe, script, render variant, and (for video formats like iMessage) the source conversation thread — so the sample is remixable in the app. Use after a creative is finalized and approved for showcasing on the public ads pages.
- ▌ Validate Profile · majiayu000 bundleValidate a brand profile end-to-end — required fields, voice/audience completeness, connector reachability, credentials health, and compliance prerequisites — without exposing credential values. Run after any credential change or brand-profile edit.
- ▌ Vertical Creator · majiayu000 bundleDomain-knowledge primer for the marketing & creator vertical (creators, newsletter writers, podcasters, course sellers) so architect/pm don't spec naively against incumbents (Substack ~10%, Patreon 8–12%, Kajabi $149+, beehiiv, Buffer/Hootsuite/Later). Supplies the vocabulary, the non-obvious take-rate/red-ocean rules, the entities a real scheduler/analytics/monetization/sponsorship product must model, and the per-product wedge — with sponsorship-crm flagged as the white-space wedge. Applied by architect/pm during spec authoring for any of the four products in this vertical — content-scheduler, analytics, monetization, sponsorship-crm.
- ▌ Weibo Strategist · majiayu000 bundleFull-spectrum operations expert for Sina Weibo, with deep expertise in trending topic mechanics, Super Topic community management, public sentiment monitoring, fan economy strategies, and Weibo advertising, helping brands achieve viral reach and sustained growth on China's leading public discourse platform.
- ▌ X Twitter Growth · majiayu000 bundleThis skill should be used when the user asks to "analyze tweets", "grow on Twitter", "build Twitter threads", "optimize X posting schedule", "track follower growth", "improve tweet engagement", or "create a Twitter content strategy".
- ▌ Youtube Producer · majiayu000 bundlePlans, packages, and scripts long-form video for retention and channel growth — idea selection, titles and thumbnails, script structure, and diagnosing why a video or channel underperforms. Use this for video ideas, packaging, scripting, a retention teardown, or channel strategy — including when someone describes a topic and wants it turned into something publishable. For short-form and cross-platform video, use `video-content`.
- ▌ Zhihu Strategist · majiayu000 bundleExpert Zhihu marketing specialist focused on thought leadership, community credibility, and knowledge-driven engagement. Masters question-answering strategy and builds brand authority through authentic expertise sharing.
- ▌ A2a Protocol · majiayu000 bundleUse this skill when working with the A2A (Agent-to-Agent) protocol - agent interoperability, multi-agent communication, agent discovery, agent cards, task lifecycle, streaming, and push notifications. Triggers on any A2A-related task including implementing A2A servers/clients, building agent cards, sending messages between agents, managing tasks, and configuring push notification webhooks.
- ▌ Adr Discover · majiayu000 bundleDiscover ADR candidates across Specvital platform repositories with multi-agent collaboration
- ▌ Auto Routing · majiayu000 bundleIntelligent agent routing and topology selection based on task characteristics
- ▌ Bot Pipeline · majiayu000 bundleCoordinate work between registered bots via inbox/outbox pattern. Pass tasks to specialist agents (Cody, researcher, seo, contentwriter, etc.) and consolidate results. MANDATORY TRIGGERS: delegate to, pass to, send to bot, coordinate with, hand off to, bot pipeline, delegate task
- ▌ Cc Cursor Cc · majiayu000 bundleValidates brainstormed ideas with Cursor PM, updates Plans.md, then handoff back. 2-Agent workflow support.
- ▌ Codex Bridge · majiayu000 bundleUse when user wants to ask Codex, get GPT's opinion, get a second opinion from OpenAI, compare perspectives, have Codex review code or docs, or let Codex fix/refactor/implement something.
- ▌ Create Squad · majiayu000 bundleCreate multi-assistant squads in Vapi with handoffs between specialized voice agents. Use when building complex voice workflows that need multiple assistants with different roles, like triage-to-booking or sales-to-support handoffs.
- ▌ Crewai Setup · majiayu000 bundleCrewAI multi-agent orchestration setup for collaborative AI systems
- ▌ Cto Platform · majiayu000 bundleCTO Platform lifecycle expertise - Play workflow orchestration, intake processing, MCP tools, and agent sequencing. Use when managing the full development lifecycle from PRD to deployed code.
- ▌ Dag Typesafe · majiayu000 bundleAnalyze a repository's type system and generate type-safe DAG execution pipelines with GraphSentry-style certificate verification. This skill should be used when building LLM-driven workflows that need deterministic type safety, when composing typed operations into validated execution graphs, or when adding contract-checked pipeline orchestration to any codebase. Supports Python (Pydantic) and TypeScript (Zod).
- ▌ Dev Delegate · majiayu000 bundleInternal skill used by dev-implement during Phase 5 of /dev workflow. NOT user-facing - should only be invoked by dev-ralph-loop inside each implementation iteration. Handles Task agent spawning with TDD enforcement and two-stage review (spec compliance + code quality).
- ▌ Digital Team · majiayu000 bundleDigital R&D team orchestrator. Detects current phase, coordinates PM→Architect→DBA→UI→ProjectManager→Engineers→QA delivery, with gate approvals at each phase.
- ▌ Fork Feature Skill · majiayu000 bundleFork terminal with git worktree isolation for parallel development. Use when user says 'fork feature', 'parallel work on feature', 'split feature tasks', or runs /fork-feature command.
- ▌ Fork Project · majiayu000 bundleCreate an isolated copy of the current project for parallel feature development. Use when the user wants to work on a feature in isolation with multiple agents.
- ▌ General Mode · majiayu000 bundleGeneral mode operational spec for the team lead. Returns lead identity, facilitator identity, suggest-members guidance, and phase arc for general-purpose teams.
- ▌ Hivemind MCP · majiayu000 bundleNeo4j-backed MCP server providing a shared consensus-aware knowledge graph for multi-model AI coordination. Acts as the nervous system for Claude, Grok, Gemini, and Nomi instances -- resolving conflicts at the protocol level through phi-weighted consensus.
- ▌ Jat Complete · majiayu000 bundleComplete current JAT task with full verification. Checks Agent Mail, verifies work (tests/lint), commits changes, closes task in Beads, releases file reservations, announces completion, and emits final signal. Session ends after completion.
- ▌ Minoan Swarm · majiayu000 bundleOrchestrate multi-agent Claude Code teams with Minoan-Semitic naming — auto-discover project context (CLAUDE.md, roadmaps, plans, issues) and generate named team configurations with structured task lists and file ownership. Triggers on parallel workstreams, agent teams, multi-agent, spawn agents, swarm, minoan-swarm.
- ▌ Mux Subagent · majiayu000 bundleMUX subagent protocol enforcer. Activates file-based communication protocol, blocks TaskOutput tool, enforces return code convention (0=success), and ensures signal file creation. Load as MANDATORY FIRST ACTION in all MUX-delegated subagents.
- ▌ Parallel Dev · majiayu000 bundle残issueを分析し、PR単位でエージェントチームを並列起動する。各PRにarchitect→実装→レビューのパイプラインを自動適用。
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- ▌ Ralph Specum · majiayu000 bundleUse only when the user explicitly invokes `$ralph-specum`, requests Ralph Specum in Codex, asks Ralph Specum to handle a named phase, or explicitly requests autonomous or quick mode or continuation without pauses.
- ▌ Samocode Run · majiayu000 bundleRun and monitor samocode autonomous sessions on projects. Use when user says "run samocode" or wants to continue a samocode session.
- ▌ Session Plan · majiayu000 bundleCreates a structured wave execution plan with role-based assignment after user alignment. Decomposes agreed tasks into configurable waves (default 5) with optimal agent assignment, dependency ordering, and inter-wave checkpoints. Activated by session-start after Q&A phase completes.
- ▌ Simmer Judge · majiayu000 bundleJudge subskill for simmer. Scores a candidate artifact against user-defined criteria on a 1-10 scale and produces ASI (highest-leverage direction) for the next generator round. Supports judge-only, runnable evaluator, and hybrid evaluation modes. Do not invoke directly — dispatched as a subagent by the simmer orchestrator.
- ▌ Simmer Setup · majiayu000 bundleSetup subskill for simmer. Inspects the artifact or workspace, infers evaluation contracts and search space, proposes a complete assessment to the user, and produces a setup brief after confirmation. Conversational, not form-based — the agent does the work of understanding the problem, then presents what it found. Do not invoke directly — called by simmer orchestrator.
- ▌ Startup Loop · majiayu000 bundleChat command wrapper for operating Startup Loop runs. Supports /startup-loop start|status|submit|advance with strict stage gating, prompt handoff, and Business OS sync checks. Routes to lp-* stage skills at each stage.
- ▌ Swarmkit Dev · majiayu000 bundleSwarmKit SDK development for TypeScript and Python. Use when building applications with SwarmKit to run AI agents (Claude, Codex, Gemini, Qwen) in secure sandboxes. Triggers: (1) Creating SwarmKit applications, (2) Configuring agents with skills, Composio, MCP servers, (3) Using Swarm abstractions (map, filter, reduce, best_of), (4) Building Pipelines, (5) Structured output with schemas, (6) Session management, streaming, observability. Covers both TypeScript (@swarmkit/sdk) and Python (swarmkit) SDKs.
- ▌ Team Control · majiayu000 bundleAutonomous mission-control skill with two parameterized modes for the two team branches:
- ▌ Team Iterdev · majiayu000 bundleUnified team skill for iterative development team. Pure router — all roles read this file. Beat model is coordinator-only in monitor.md. Generator-Critic loops (developer<->reviewer, max 3 rounds). Triggers on "team iterdev".
- ▌ Team Release · majiayu000 bundleOrchestrate the release team: coordinates release-manager, qa-lead, devops-engineer, and producer to execute a release from candidate to deployment.
- ▌ Writing Mode · majiayu000 bundleWriting mode operational spec for the team lead. Returns lead identity, facilitator identity, ownership boundaries, editorial baseline, suggest-members guidance, and phase arc for writing-mode teams.
- ▌ Zero Creator · majiayu000 bundleGerador de Projetos Autônomo projetado por um Arquiteto PhD. Orquestra Vercel, Supabase e Frameworks para criar aplicações fullstack prontas para produção.
- ▌ 002 Agents Inventory · majiayu000 bundleUse when you need to generate a checklist document with embedded agents inventory, following the embedded template exactly and producing INVENTORY-AGENTS-JAVA.md in the project root. This should trigger for requests such as Create embedded agents inventory checklist; Generate INVENTORY-AGENTS-JAVA.md; Use @002-agents-inventory. Part of cursor-rules-java project
- ▌ 003 Skills Inventory · majiayu000 bundleUse when you need to generate a checklist document with Java system prompts from skills.xml, following the embedded section template and producing INVENTORY-SKILLS-JAVA.md. This should trigger for requests such as Create Java system prompts checklist; Generate INVENTORY-SKILLS-JAVA.md; Use @003-skills-inventory. Part of cursor-rules-java project
- ▌ 014 Agile User Story · majiayu000 bundleGuides the creation of agile user stories and Gherkin feature files. Use when the user wants to create a user story, write acceptance criteria, define Gherkin scenarios, or author BDD feature files. This should trigger for requests such as Create a user story; Write a user story; I need to write a user story. Part of cursor-rules-java project
- ▌ 803 Regulations Gdpr · majiayu000 bundleUse when reviewing, designing, or modifying Java enterprise systems that process personal data and need GDPR-aware engineering controls. This should trigger for requests such as Review a Java service for GDPR privacy controls; Design data-subject rights workflows; Add retention, deletion, pseudonymization, or privacy-safe logging; Assess data transfer, DPIA, breach evidence, or processor/controller boundary concerns before production release. Part of cursor-rules-java project
- ▌ Ad Campaign Analyzer · majiayu000 bundleAnalyze ad campaign performance data (Google, Meta, LinkedIn) to identify what's working, what's wasting budget, and specific cut/scale/test recommendations. Runs statistical analysis, funnel diagnostics, and multi-channel budget reallocation with specific dollar-amount shift recommendations and scenario modeling.
- ▌ Aesthetic Instrument · majiayu000 bundlegreat_cto's own committed aesthetic — the instrument panel. Dark five-step surface ladder, exactly one accent, two faces divided by MEANING (Geist speaks, Geist Mono is machine-truth), tabular numerals, and a dash that is not a nought. Twelve checkable rules measured from packages/board and greatcto.systems, not designed for this file. Use when building or extending any great_cto surface — the board, the site, a report, a share page.
- ▌ Agf Wiring Apple LLM · majiayu000 bundleUse when wiring LLM features into the Apple client (macOS / iOS) — streaming chat via the FastAPI multi-LLM gateway, or on-device inference (Apple Foundation Models / Core ML). Provides the route decision (gateway vs on-device), streaming transport pattern, env/config contract, offline & cost guardrails, and minimum verifications before declaring the integration done.
- ▌ AI Style Impressions · majiayu000 bundleTransparent, itemized impressions of AI-generated WRITING STYLE — the repo's ONLY non-integrity track. Two passes: a deterministic defensive-hedge density screen (tools/check_ai_style.py, AIS-DEFENSIVE-HEDGE) plus a fresh cross-model GROSS-cases-only semantic pass over the 13 AIS-* style tells (broken narrative arc, LLM phrase tics, jargon-stuffing, invented codenames, clause/formula walls, gratuitous pseudocode, bullet overuse, bold-module spam, restatement loops, focus drift, single-style figures, appendix dumping). Every finding is named, LOCATED, span-anchored to the evidence ledger (claims.json), carries not_integrity_finding:true + false_positive_risk:high + an fp_case, and gets ZERO verdict weight: the adjudicator forces it to info, excludes it from overall_verdict, and renders it in a SEPARATE report section. NOT an AI-text classifier — no scores, no "this is AI-written", no authorship probability; a paper can be CLEAN_GIVEN_EVIDENCE and still list many. Emits ai-style-impressions.findings.json; compu
- ▌ AI Video Calls Tavus · majiayu000 bundleAI video conversations - create real-time video calls with AI personas
- ▌ Amazon Price Tracker · majiayu000 bundleAmazon price monitoring and competitive pricing intelligence. Real-time price tracking, Buy Box analysis, promotion detection, and dynamic pricing strategy optimization. Use when the user asks about price monitoring, competitor pricing, Buy Box tracking, or pricing strategy.
- ▌ Behavioral Marketing · majiayu000 bundleApplies decision science and cognitive bias research to marketing and product decisions — how people actually choose under uncertainty, and how framing, defaults, sequencing, and social context change behavior. Use this to diagnose why a well-argued offer is not converting, to structure choices and pricing presentation, to design an experience around how attention and memory work, or to pressure-test whether a persuasion tactic is legitimate or manipulative.
- ▌ Benefits Realization · majiayu000 bundleEnsures projects deliver the value they were approved on — defining measurable benefits, baselining, tracking after delivery, and honest post-implementation review. Use this to define benefits for a business case, set a baseline, track whether value actually landed, or run a post-implementation review that produces something useful.
- ▌ Bid Strategy Planner · majiayu000 bundleUse when the user asks to "pick a bid strategy", "set a tCPA/tROAS target", or "plan the learning-phase entry"; produces a bid-strategy choice (tCPA / tROAS / max-conversions / manual CPC), the starting target math, a portfolio grouping map, and a learning-phase entry plan. Not for splitting the budget across campaigns — use budget-optimizer; not for in-flight pacing/scale moves — use budget-pacing-monitor; not for scoring the account — use ad-account-auditor. 出价策略/tCPA目标/tROAS/学习期
- ▌ Checkpoint Promotion · majiayu000 bundleGate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before promotion. Use after a training run produces a checkpoint, when deciding whether a tuned model ships, or when a promoted model needs re-gating against updated goldens.
- ▌ Cloud Administration · majiayu000 bundleAdministers the cloud the company runs on rather than the one it sells — tenant and subscription structure, the SaaS estate and who owns each app, identity as the real perimeter, cloud spend that arrives as a surprise, and what the provider does not do for you. Use this to structure subscriptions or tenants, get control of sprawling SaaS, cut a cloud bill, work out who owns an application nobody admits to buying, or decide what corporate workloads belong in cloud at all.
- ▌ Comfyui Launch Flags · majiayu000 bundlePick the right ComfyUI startup flags for VRAM, attention, caching, and speed — the full decision matrix for OOM (--novram / --cache-none / --disable-smart-memory), shared-VRAM creep on Windows (--reserve-vram N), model-switching with big text encoders (--cache-none), high-VRAM throughput (--gpu-only / --highvram), and attention-backend selection (--use-sage-attention for speed, --use-pytorch-cross-attention as the highest-quality / Z-Image-safe fallback). Also the acceleration-stack + Blackwell/RTX 5000 (sm_120) notes. Use when a graph OOMs (especially long video like LTX 2 / WAN), when the GPU spills into shared VRAM and slows to a crawl, when switching between models eats all RAM, when Z-Image produces black/garbled output under Sage, or when deciding which attention backend to launch with. Flag names verified against upstream comfy/cli_args.py — see Sources.
- ▌ Conjoint Diagnostics · majiayu000 bundleDiagnose conjoint design integrity, estimation choices, and validity.
- ▌ Container K8S Escape · majiayu000 bundleUse when breaking out of a container or escalating inside Kubernetes — runc/BuildKit CVEs, privileged/capability/cgroup misconfig escapes, NVIDIA GPU toolkit escape, K8s RBAC abuse, kubelet RCE, ingress/admission-controller RCE, node-to-cluster pivot
- ▌ Conversion Signal QA · majiayu000 bundleUse when the user asks to "QA my conversion tracking before launch", "check my UTMs / pixel / event firing", "set up a tracking pre-flight", or "set the dedup rule so Meta and Google stop double-counting"; builds and fixes the measurement plumbing — conversion-event firing, UTM hygiene, cross-platform dedup rules, attribution-window alignment, and offline/iOS-ATT modeled-gap flags — as a pre-flight checklist plus a UTM/event-spec builder. Not for scoring R1/R2 — that is a scored veto in ad-account-auditor; not for account structure — use campaign-architect. 付费广告转化追踪QA/UTM规范/跨平台去重
- ▌ Corporate Governance · majiayu000 bundleMaintains the corporate record and the governance machinery — entity records, board and committee support, resolutions and minutes, delegations of authority, insurance, and business continuity. Use this to prepare board or committee materials, record a decision that needs to be minuted, set or check approval authority, review insurance and continuity coverage, establish a retention policy, or work out where a responsibility belongs when it falls between functions.
- ▌ Create HTML Carousel · majiayu000 bundleCreate LinkedIn carousel posts as high-quality PNG images. Design informational multi-slide posts like "5 AI GTM workflows" with consistent styling, then automatically screenshot each slide at LinkedIn's optimal 1080x1080px format.
- ▌ Data Breach Response · majiayu000 bundleData breach incident response with ENISA severity scoring, notification timelines, and compliance tracking. Use for breach assessment and response.