Initial commit

This commit is contained in:
Zhongwei Li
2025-11-29 18:30:30 +08:00
commit 5b43e82509
13 changed files with 417 additions and 0 deletions

View File

@@ -0,0 +1,31 @@
---
name: conversion-diagnostic-kit
description: Structured approach for investigating funnel issues across e-commerce
experiences.
---
# Conversion Diagnostic Kit Skill
## When to Use
- Sudden drops in conversion, AOV, or checkout completion.
- Preparing experiment backlogs tied to funnel pain points.
- Aligning engineering, UX, and marketing on remediation priorities.
## Framework
1. **Signal Stack** analytics, heatmaps, session replay, VOC, performance metrics.
2. **Segmentation Grid** device, channel, geography, campaign, customer type.
3. **Issue Taxonomy** UX friction, merchandising mismatch, technical/performance, policy/payment.
4. **Prioritization Model** score by impact, confidence, effort, and guardrail risk.
5. **Action Tracker** link issues to owners, experiments, or engineering tickets.
## Templates
- Conversion diagnostic workbook (data inputs, findings, recommended tests).
- Standup agenda for cross-functional conversion war rooms.
- Experiment brief template with hypothesis, KPIs, guardrails.
## Tips
- Pair quant data with VOC clips for stakeholder alignment.
- Keep diagnostics lightweight (48-hour turnaround) for high-velocity campaigns.
- Use alongside `diagnose-conversion-drop` command for automated reporting.
---

View File

@@ -0,0 +1,30 @@
---
name: merchandising-blueprint
description: Toolkit for planning promos, onsite placements, and channel coordination.
---
# Merchandising Blueprint Skill
## When to Use
- Building seasonal or always-on merchandising strategies.
- Coordinating cross-channel launches (onsite, email, paid, affiliates).
- Auditing current site experience for gaps or inconsistencies.
## Framework
1. **Calendar & Objectives** map themes, KPIs, and inventory constraints.
2. **Offer Architecture** hero promos, bundles, cross-sell ladders, loyalty tie-ins.
3. **Experience System** PDP optimizations, navigation, content modules, personalization rules.
4. **Channel Alignment** asset requirements, copy variations, QA checklists.
5. **Measurement Loop** KPI dashboards, readout cadence, learning archive.
## Templates
- Promo calendar spreadsheet with dependencies + owner columns.
- Merchandising layout guide (homepage, PLP, PDP modules).
- QA + launch checklist across CMS, analytics, and marketing tools.
## Tips
- Always link offers to inventory + margin guardrails to avoid over-discounting.
- Coordinate creative refreshes with experiment timelines to isolate impact.
- Pair with `plan-merchandising-campaign` for automation and tracking.
---

View File

@@ -0,0 +1,31 @@
---
name: retention-ltv-playbook
description: Lifecycle frameworks for driving repeat purchase, loyalty, and subscription
value.
---
# Retention & LTV Playbook Skill
## When to Use
- Designing lifecycle journeys (onboarding, loyalty, win-back, VIP).
- Benchmarking repeat purchase and churn signals by cohort.
- Equipping lifecycle teams with proven offers, creative angles, and cadences.
## Framework
1. **Lifecycle Matrix** cohort segmentation (new, active, lapsing, churned, VIP, subscription) with KPIs.
2. **Offer Library** incentives mapped to cohort + margin guardrails.
3. **Channel Cadence** recommended mixes (email, SMS, push, communities, direct mail).
4. **Measurement Stack** dashboards for repeat rate, LTV, churn, loyalty engagement, coupon reliance.
5. **Testing Roadmap** prioritized experiments per lifecycle cohort.
## Templates
- Journey storyboard (touchpoint, trigger, creative brief, offer, KPI).
- Loyalty program tracker (points, tiers, redemption metrics).
- Experiment log for retention tests with hypotheses + guardrails.
## Tips
- Align offers with merchandising calendar to prevent message fatigue.
- Incorporate zero/first-party data capture prompts early in the lifecycle.
- Pair with `launch-retention-program` for automated plan creation.
---

View File

@@ -0,0 +1,31 @@
---
name: site-performance-watch
description: Monitoring and alerting framework for ecommerce site speed, errors, and
uptime.
---
# Site Performance Watch Skill
## When to Use
- Setting up proactive monitoring during campaigns or launches.
- Investigating conversion drops tied to latency or availability issues.
- Communicating performance incidents to merchandising and engineering teams.
## Framework
1. **KPI Stack** FCP, LCP, CLS, TTFB, checkout API latency, error rates, uptime.
2. **Segmentation** device, geography, browser, promotion, traffic source.
3. **Alerting Rules** thresholds, aggregation windows, escalation paths, war-room triggers.
4. **Diagnostics** logging, tracing, screenshot/session replay hooks.
5. **Comms Kit** stakeholder updates, status pages, rollback plans.
## Templates
- Performance scorecard with spark lines + thresholds.
- Incident log template with root cause, mitigation, and follow-up tasks.
- Escalation matrix covering engineering, DevOps, merchandising, and CX leads.
## Tips
- Pair synthetic monitoring with RUM data to catch both systemic and localized issues.
- Freeze experiment/merch changes when performance breaches critical thresholds.
- Use alongside `diagnose-conversion-drop` to correlate experience and performance data.
---