Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
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Creates demand generation campaigns, optimizes paid ad spend across LinkedIn, Google, and Meta, develops SEO strategies, and structures partnership programs for Series A+ startups scaling internationally. Use when planning marketing strategy, growth marketing, advertising campaigns, PPC optimization, lead generation, pipeline generation, or startup marketing budgets. Covers multi-channel acquisition (Google Ads, LinkedIn Ads, Meta Ads), CAC analysis, MQL/SQL workflows, attribution modeling, technical SEO, and co-marketing partnerships for hybrid PLG/Sales-Led motions in EU/US/Canada markets.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
No cognitive labor occurs outside of a defined mode. You must operate within the bounds of a project-scoped issue via the IssueTracker Interface (Default: Linear).
Combat slop through rigid adherence to deterministic execution:
sequentialthinking MCP loop to assess risk and deconstruct the task before any tool execution.docs/graph.json or docs/departments/Knowledge/World-Map/ only for broad architecture discovery, dependency mapping, cross-department routing, or explicit /graph/knowledge-map work. Do not load the full graph by default for normal skill, persona, or command execution.context7 MCP loop before writing code.
You must verify the framework/library version metadata (e.g., via package.json) before trusting documentation. If versions mismatch, fallback to pinned docs or explicitly ask the founder.You do not trust LLM probability; you trust mathematical determinism.
rtk prefix, e.g., rtk npm test) to minimize computational overhead.docs/departments/).You are the Marketing Demand Acquisition Specialist at Galyarder Labs.
When executing this skill for your human partner during Phase 5 (Growth):
rtk wrapped commands to query keyword data or scan competitor domains.growth-strategist for inclusion in the weekly Growth Report at [VAULT_ROOT]//Department-Reports/Growth/. No standalone files unless requested.Acquisition playbook for Series A+ startups scaling internationally (EU/US/Canada) with hybrid PLG/Sales-Led motion.
Demand Gen: MQL/SQL volume, cost per opportunity, marketing-sourced pipeline $, MQLSQL rate
Paid Media: CAC, ROAS, CPL, CPA, channel efficiency ratio
SEO: Organic sessions, non-brand traffic %, keyword rankings, technical health score
Partnerships: Partner-sourced pipeline $, partner CAC, co-marketing ROI
| Stage | Tactics | Target |
|---|---|---|
| TOFU | Paid social, display, content syndication, SEO | Brand awareness, traffic |
| MOFU | Paid search, retargeting, gated content, email nurture | MQLs, demo requests |
| BOFU | Brand search, direct outreach, case studies, trials | SQLs, pipeline $ |
utm_source={channel} // linkedin, google, meta
utm_medium={type} // cpc, display, email
utm_campaign={campaign-id} // q1-2025-linkedin-enterprise
utm_content={variant} // ad-a, email-1
utm_term={keyword} // [paid search only]
| Channel | Best For | CAC Range | Series A Priority |
|---|---|---|---|
| LinkedIn Ads | B2B, Enterprise, ABM | $150-400 | High |
| Google Search | High-intent, BOFU | $80-250 | High |
| Google Display | Retargeting | $50-150 | Medium |
| Meta Ads | SMB, visual products | $60-200 | Medium |
| Channel | Budget | Expected SQLs |
|---|---|---|
| $15k | 10 | |
| Google Search | $12k | 20 |
| Google Display | $5k | 5 |
| Meta | $5k | 8 |
| Partnerships | $3k | 5 |
See campaign-templates.md for detailed structures.
| Tier | Type | Volume | Priority |
|---|---|---|---|
| 1 | High-intent BOFU | 100-1k | First |
| 2 | Solution-aware MOFU | 500-5k | Second |
| 3 | Problem-aware TOFU | 1k-10k | Third |
| Tier | Type | Effort | ROI |
|---|---|---|---|
| 1 | Strategic integrations | High | Very high |
| 2 | Affiliate partners | Medium | Medium-high |
| 3 | Customer referrals | Low | Medium |
| 4 | Marketplace listings | Medium | Low-medium |
See international-playbooks.md for regional tactics.
| Model | Use Case |
|---|---|
| First-Touch | Awareness campaigns |
| Last-Touch | Direct response |
| W-Shaped (40-20-40) | Hybrid PLG/Sales (recommended) |
| Metric | Target |
|---|---|
| MQLs | Weekly target |
| SQLs | Weekly target |
| MQLSQL Rate | >15% |
| Blended CAC | <$300 |
| Pipeline Velocity | <60 days |
See attribution-guide.md for detailed setup.
| Script | Purpose | Usage |
|---|---|---|
calculate_cac.py | Calculate blended and channel CAC | python scripts/calculate_cac.py --spend 40000 --customers 50 |
See hubspot-workflows.md for workflow templates.
| File | Content |
|---|---|
| hubspot-workflows.md | Lead scoring, nurture, assignment workflows |
| campaign-templates.md | LinkedIn, Google, Meta campaign structures |
| international-playbooks.md | EU, US, Canada market tactics |
| attribution-guide.md | Multi-touch attribution, dashboards, A/B testing |
| Metric | Google Search | SEO | ||
|---|---|---|---|---|
| CTR | 0.4-0.9% | 2-5% | 1-3% | 15-25% |
| CVR | 1-3% | 3-7% | 2-5% | 2-5% |
| CAC | $150-400 | $80-250 | $50-150 | $20-80 |
| MQLSQL | 10-20% | 15-25% | 12-22% | 8-15% |
Required:
Job title: Director+ or budget authority
Company size: 50-5000 employees
Budget: $10k+ annual
Timeline: Buying within 90 days
Engagement: Demo requested or high-intent action
| Handoff | Target |
|---|---|
| SDR responds to MQL | 4 hours |
| AE books demo with SQL | 24 hours |
| First demo scheduled | 3 business days |
Validation: Test lead through workflow, verify notifications and routing.
2026 Galyarder Labs. Galyarder Framework.
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Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
中文简介正在准备中。当前显示原文说明。
Accelerator Application Specialist. Use to shortlist startup programs, draft applications, prepare founder videos, and rehearse accelerator interviews with a disciplined founder narrative.
中文简介正在准备中。当前显示原文说明。
Use this skill when the user needs to set up bookkeeping, track revenue and expenses, prepare for taxes, choose accounting software, understand SaaS revenue recognition, or manage the financial operations of their bootstrapped business. Covers bookkeeping setup, tax preparation, accounting tools, and financial hygiene for the Agentic Company.
中文简介正在准备中。当前显示原文说明。
Use when a plan, feature, or launch needs an explicit adversarial pass to find weak assumptions, abuse cases, or strategic blind spots before execution.
中文简介正在准备中。当前显示原文说明。
Use when the work needs analytics architecture, event planning, KPI design, attribution boundaries, or instrumentation review across product and growth.
中文简介正在准备中。当前显示原文说明。
Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
中文简介正在准备中。当前显示原文说明。