Customer Success Playbooks skill

Build customer success playbooks — onboarding, health scoring, CSQLs, expansion plays, QBRs, and churn intervention.

by LeadMagic·MIT license·★ 62 Stars on the repo·GitHub ↗

Use now

Inside this skill

SKILL.md · the author's own words
# Customer Success Playbooks

## Overview
Customer Success is not reactive support — it is proactive value delivery that
drives retention and expansion. This skill builds the CS operating system:
Desired Outcome mapping (Lincoln Murphy), health scoring with leading indicators
(Gainsight), CSQL identification for expansion, and playbooks per customer
lifecycle stage.

## When to Use
- "Build our customer success function"
- "Design customer onboarding"
- "Create a health score model"
- "Set up expansion plays"
- "Build QBR templates"
- "Customer comms during outage / incident"

Word-for-word excerpt, not a result. Read the full SKILL.md ↓

Files of Customer Success Playbooks

LeadMagic/main1 file shown
SKILL.md
Show the full text175 lines

Customer Success Playbooks

Overview

Customer Success is not reactive support — it is proactive value delivery that drives retention and expansion. This skill builds the CS operating system: Desired Outcome mapping (Lincoln Murphy), health scoring with leading indicators (Gainsight), CSQL identification for expansion, and playbooks per customer lifecycle stage.

When to Use

  • "Build our customer success function"
  • "Design customer onboarding"
  • "Create a health score model"
  • "Set up expansion plays"
  • "Build QBR templates"
  • "Customer comms during outage / incident"
  • "CS crisis FAQ for support"
  • "Retention crisis — churn wave response"

Authoritative Foundations

  • Lincoln Murphy — Desired Outcome framework. Every customer has a Required Outcome and an Appropriate Experience. Success is their outcome, not your feature usage. The Success Gap: customers using the product correctly but still failing.
  • Nick Mehta / Gainsight — CS ops at scale: health scores, lifecycle stages, digital-first delivery. Operational layer on Murphy's strategy. → references/lincoln-murphy-customer-success.md
  • Allison Pickens — company-wide Customer Success. Treat retention and value delivery as a cross-functional operating model, not a CSM-only responsibility. Align post-sales roles around customer outcomes and use product signals to prioritize human intervention without confusing activity with value.
  • Winning by Design SPICED — Post-sale lifecycle: onboarding → adoption → value realization → expansion → renewal.

Step-by-Step Process

Phase 1: Map the Customer Journey

Define stages: Onboarding → Activation (Day 1-7, aha moment) → Habit Formation (Week 2-6, usage signals) → Indispensability (Month 2-6, workflow integration) → Expansion → Renewal. Each stage has a milestone metric.

Phase 2: Build Health Scoring

Score 0-100: product usage (0-40), engagement depth (0-30), relationship health (0-30). Red (<50): immediate CSM outreach. Yellow (50-74): automated nurture. Green (75+): expansion targeting.

Phase 3: Define CSQLs (Customer Success Qualified Leads)

Behavioral signals of expansion readiness: usage nearing plan limits, feature adoption in new department, new stakeholders in meetings, "can we do X?" questions, willingness to be a reference.

Phase 4: Build Playbooks per Stage
  • Onboarding play: time-to-first-value target, guided setup, success milestone
  • Adoption play: usage monitoring, best practice sharing, feature education
  • Expansion play: triggered by CSQLs, framed as "logical next step" not upsell
  • Risk play: early warning signals, intervention cadence, executive alignment
  • Renewal play: value review, ROI documentation, future roadmap alignment
Phase 5: Incident & Crisis Customer Comms

Canonical: references/crisis-management-playbook.md · Pattern 33 · Executive home: gtm-leadership

Role CS responsibility
CS captain Own customer email to affected segment; ticket macros
CSMs Proactive outreach to red health accounts during outage
Support Single FAQ source — the gtm-leadership skill (crisis-faq-for-support.md)

Sequence: Internal memo → holding statement / status page → affected customer email → FAQ for sales/support.

ACKNOWLEDGE → OWN → ACT → FOLLOW UP in all customer-facing copy. Legal review Sev 3+ before admitting data impact.

Post-incident: Retention play for accounts that churn-threatened; link churn-prevention and Retention stage in references/gtm-lifecycle-stages.md.

Cross-links: customer-onboarding (trust rebuild) · references/gtm-data-exchange-playbook.md (breach path)

Output Format

CS playbook with journey map, health score model, CSQL definitions, and stage-specific play templates.

Quality Check

Before delivering, verify:

  • All required sections are complete
  • Output matches the user's stated need
  • Named frameworks are cited for key recommendations
  • No vague claims — every recommendation has a specific action
  • Deliverable is ready for operational use, not just conceptual

Common Pitfalls

  1. Measuring activity, not outcomes — logins are not value. Map customer Desired Outcomes and measure progress toward them.
  2. CS as firefighting — if CSMs only engage when something is wrong, they are reactive support, not customer success.
  3. No expansion motion — CS owns the relationship. If expansion lives only in Sales, the customer gets handed off at the worst moment.
  4. One-size health score — different segments need different health models. Enterprise cares about executive engagement; SMB cares about time-to-value.

Execution Artifacts

  • references/framework-notes.md — named frameworks, citation anchors, and operating assumptions
  • templates/output-template.md — copy-paste deliverable structure for the user
  • scripts/check-output.py — local checklist validator for required sections This skill includes lightweight artifacts the agent can load on demand:
  • references/lincoln-murphy-customer-success.md — Desired Outcome, Success Gap, Gainsight ops Canonical lifecycle: references/gtm-lifecycle-stages.md (Engagement, Retention) · references/lifecycle-metrics-by-stage.md · the gtm-metrics skill (stage-health-scorecard.md) Crisis comms: references/crisis-management-playbook.md · the gtm-leadership skill (crisis-customer-email.md) · crisis-faq-for-support.md Use the artifacts when the user asks for an implementation-ready deliverable, a repeatable workflow, or a quality check rather than generic advice.

Implementation Depth

Use this section when the user asks for a finished asset, not a high-level explanation.

Diagnostic Questions
  1. What is the primary motion: founder-led, sales-led, product-led, partner-led, or lifecycle-led?
  2. Which ICP tier is the output for: small business, mid-market, enterprise, or mixed?
  3. What proof is available today: customer stories, usage data, third-party validation, screenshots, or none?
  4. What system will execute the work: CRM, sequencer, warehouse, support desk, product analytics, or manual workflow?
  5. What decision will the user make from this output: launch, prioritize, route, rewrite, score, coach, or measure?
Framework Application

Map the recommendation explicitly to the named frameworks in this skill:

  • Lincoln Murphy Desired Outcome: apply only the part that directly improves the requested deliverable.
  • Gainsight CS Index: apply only the part that directly improves the requested deliverable.
  • Winning by Design SPICED Post-Sale: apply only the part that directly improves the requested deliverable.
  • Allison Pickens company-wide and product-driven CS: apply only the part that directly improves the requested deliverable.
Deliverable Standard

A strong output from this skill includes:

  • A crisp diagnosis of the current situation
  • A recommended path with tradeoffs, not a generic list
  • A concrete artifact the user can use immediately: table, script, checklist, scorecard, sequence, dashboard spec, or implementation plan
  • A measurement plan with leading and lagging indicators
  • Risks and edge cases called out before execution
Adaptation Rules
  • For small business: reduce complexity, shorten time-to-value, and prioritize owner/operator clarity.
  • For mid-market: include workflow ownership, handoffs, integrations, and enablement assets.
  • For enterprise: include governance, risk, procurement, stakeholder mapping, and proof requirements.
  • gtm-leadership: Executive war room and crisis severity (canonical)
  • customer-marketing: Public reputation, G2/TR during incidents
  • customer-onboarding: Post-incident trust and activation recovery
  • churn-prevention: Early warning detection and re-engagement
  • expansion-selling: Upsell and cross-sell motions
  • qbr-planning: Quarterly business review structure
1---
2name: cs-playbooks
3description: >-
4 Build customer success playbooks — onboarding, health scoring, CSQLs, expansion
5 plays, QBRs, and churn intervention. Use when building a CS function, designing
6 customer journeys, or creating playbooks for retention and expansion. Triggers
7 on: "customer success", "CS playbook", "onboarding", "health score", "CSQL",
8 "expansion play", "customer retention", "QBR", or any request about post-sale
9 customer engagement.
10license: MIT
11compatibility: Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Goose, Hermes, Windsurf, Zed
12metadata:
13 version: "1.1.0"
14 author: LeadMagic
15 category: customer-success
16 tags: [customer-success, cs, retention, onboarding, health-scoring, expansion]
17 frameworks: [Lincoln Murphy Desired Outcome, Gainsight CS Index, Winning by Design SPICED Post-Sale, "Allison Pickens — company-wide and product-driven customer success"]
18---
19 
20# Customer Success Playbooks
21 
22## Overview
23Customer Success is not reactive support — it is proactive value delivery that
24drives retention and expansion. This skill builds the CS operating system:
25Desired Outcome mapping (Lincoln Murphy), health scoring with leading indicators
26(Gainsight), CSQL identification for expansion, and playbooks per customer
27lifecycle stage.
28 
29## When to Use
30- "Build our customer success function"
31- "Design customer onboarding"
32- "Create a health score model"
33- "Set up expansion plays"
34- "Build QBR templates"
35- "Customer comms during outage / incident"
36- "CS crisis FAQ for support"
37- "Retention crisis — churn wave response"
38 
39## Authoritative Foundations
40- **Lincoln Murphy** — Desired Outcome framework. Every customer has a Required
41 Outcome and an Appropriate Experience. Success is their outcome, not your
42 feature usage. The Success Gap: customers using the product correctly but
43 still failing.
44- **Nick Mehta / Gainsight** — CS ops at scale: health scores, lifecycle stages,
45 digital-first delivery. Operational layer on Murphy's strategy.
46 → `references/lincoln-murphy-customer-success.md`
47- **Allison Pickens — company-wide Customer Success.** Treat retention and value
48 delivery as a cross-functional operating model, not a CSM-only responsibility.
49 Align post-sales roles around customer outcomes and use product signals to
50 prioritize human intervention without confusing activity with value.
51- **Winning by Design SPICED** — Post-sale lifecycle: onboarding → adoption →
52 value realization → expansion → renewal.
53 
54## Step-by-Step Process
55### Phase 1: Map the Customer Journey
56Define stages: Onboarding → Activation (Day 1-7, aha moment) → Habit Formation
57(Week 2-6, usage signals) → Indispensability (Month 2-6, workflow integration)
58→ Expansion → Renewal. Each stage has a milestone metric.
59 
60### Phase 2: Build Health Scoring
61Score 0-100: product usage (0-40), engagement depth (0-30), relationship
62health (0-30). Red (<50): immediate CSM outreach. Yellow (50-74): automated
63nurture. Green (75+): expansion targeting.
64 
65### Phase 3: Define CSQLs (Customer Success Qualified Leads)
66Behavioral signals of expansion readiness: usage nearing plan limits, feature
67adoption in new department, new stakeholders in meetings, "can we do X?"
68questions, willingness to be a reference.
69 
70### Phase 4: Build Playbooks per Stage
71- Onboarding play: time-to-first-value target, guided setup, success milestone
72- Adoption play: usage monitoring, best practice sharing, feature education
73- Expansion play: triggered by CSQLs, framed as "logical next step" not upsell
74- Risk play: early warning signals, intervention cadence, executive alignment
75- Renewal play: value review, ROI documentation, future roadmap alignment
76 
77### Phase 5: Incident & Crisis Customer Comms
78 
79**Canonical:** `references/crisis-management-playbook.md` · Pattern 33 · Executive home: `gtm-leadership`
80 
81| Role | CS responsibility |
82|---|---|
83| CS captain | Own customer email to affected segment; ticket macros |
84| CSMs | Proactive outreach to red health accounts during outage |
85| Support | Single FAQ source — the `gtm-leadership` skill (crisis-faq-for-support.md) |
86 
87**Sequence:** Internal memo → holding statement / status page → affected customer email → FAQ for sales/support.
88 
89**ACKNOWLEDGE → OWN → ACT → FOLLOW UP** in all customer-facing copy. Legal review Sev 3+ before admitting data impact.
90 
91**Post-incident:** Retention play for accounts that churn-threatened; link `churn-prevention` and Retention stage in `references/gtm-lifecycle-stages.md`.
92 
93**Cross-links:** `customer-onboarding` (trust rebuild) · `references/gtm-data-exchange-playbook.md` (breach path)
94 
95## Output Format
96CS playbook with journey map, health score model, CSQL definitions, and
97stage-specific play templates.
98 
99 
100## Quality Check
101 
102Before delivering, verify:
103- [ ] All required sections are complete
104- [ ] Output matches the user's stated need
105- [ ] Named frameworks are cited for key recommendations
106- [ ] No vague claims — every recommendation has a specific action
107- [ ] Deliverable is ready for operational use, not just conceptual
108 
109## Common Pitfalls
1101. **Measuring activity, not outcomes** — logins are not value. Map customer
111 Desired Outcomes and measure progress toward them.
1122. **CS as firefighting** — if CSMs only engage when something is wrong, they
113 are reactive support, not customer success.
1143. **No expansion motion** — CS owns the relationship. If expansion lives only
115 in Sales, the customer gets handed off at the worst moment.
1164. **One-size health score** — different segments need different health models.
117 Enterprise cares about executive engagement; SMB cares about time-to-value.
118 
119## Execution Artifacts
120 
121- `references/framework-notes.md` — named frameworks, citation anchors, and operating assumptions
122- `templates/output-template.md` — copy-paste deliverable structure for the user
123- `scripts/check-output.py` — local checklist validator for required sections
124This skill includes lightweight artifacts the agent can load on demand:
125- `references/lincoln-murphy-customer-success.md` — Desired Outcome, Success Gap, Gainsight ops
126**Canonical lifecycle:** `references/gtm-lifecycle-stages.md` (Engagement, Retention) · `references/lifecycle-metrics-by-stage.md` · the `gtm-metrics` skill (stage-health-scorecard.md)
127**Crisis comms:** `references/crisis-management-playbook.md` · the `gtm-leadership` skill (crisis-customer-email.md) · `crisis-faq-for-support.md`
128Use the artifacts when the user asks for an implementation-ready deliverable, a repeatable workflow, or a quality check rather than generic advice.
129 
130## Implementation Depth
131 
132Use this section when the user asks for a finished asset, not a high-level explanation.
133 
134### Diagnostic Questions
135 
1361. What is the primary motion: founder-led, sales-led, product-led, partner-led, or lifecycle-led?
1372. Which ICP tier is the output for: small business, mid-market, enterprise, or mixed?
1383. What proof is available today: customer stories, usage data, third-party validation, screenshots, or none?
1394. What system will execute the work: CRM, sequencer, warehouse, support desk, product analytics, or manual workflow?
1405. What decision will the user make from this output: launch, prioritize, route, rewrite, score, coach, or measure?
141 
142### Framework Application
143 
144Map the recommendation explicitly to the named frameworks in this skill:
145 
146- Lincoln Murphy Desired Outcome: apply only the part that directly improves the requested deliverable.
147- Gainsight CS Index: apply only the part that directly improves the requested deliverable.
148- Winning by Design SPICED Post-Sale: apply only the part that directly improves the requested deliverable.
149- Allison Pickens company-wide and product-driven CS: apply only the part that directly improves the requested deliverable.
150 
151### Deliverable Standard
152 
153A strong output from this skill includes:
154 
155- A crisp diagnosis of the current situation
156- A recommended path with tradeoffs, not a generic list
157- A concrete artifact the user can use immediately: table, script, checklist, scorecard, sequence, dashboard spec, or implementation plan
158- A measurement plan with leading and lagging indicators
159- Risks and edge cases called out before execution
160 
161### Adaptation Rules
162 
163- For small business: reduce complexity, shorten time-to-value, and prioritize owner/operator clarity.
164- For mid-market: include workflow ownership, handoffs, integrations, and enablement assets.
165- For enterprise: include governance, risk, procurement, stakeholder mapping, and proof requirements.
166 
167 
168## Related Skills
169- **gtm-leadership**: Executive war room and crisis severity (canonical)
170- **customer-marketing**: Public reputation, G2/TR during incidents
171- **customer-onboarding**: Post-incident trust and activation recovery
172- **churn-prevention**: Early warning detection and re-engagement
173- **expansion-selling**: Upsell and cross-sell motions
174- **qbr-planning**: Quarterly business review structure
175 

Discussion

Alternatives