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 ↗
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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"
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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
- Measuring activity, not outcomes — logins are not value. Map customer Desired Outcomes and measure progress toward them.
- CS as firefighting — if CSMs only engage when something is wrong, they are reactive support, not customer success.
- No expansion motion — CS owns the relationship. If expansion lives only in Sales, the customer gets handed off at the worst moment.
- 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 assumptionstemplates/output-template.md— copy-paste deliverable structure for the userscripts/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· thegtm-metricsskill (stage-health-scorecard.md) Crisis comms:references/crisis-management-playbook.md· thegtm-leadershipskill (crisis-customer-email.md) ·crisis-faq-for-support.mdUse 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
- What is the primary motion: founder-led, sales-led, product-led, partner-led, or lifecycle-led?
- Which ICP tier is the output for: small business, mid-market, enterprise, or mixed?
- What proof is available today: customer stories, usage data, third-party validation, screenshots, or none?
- What system will execute the work: CRM, sequencer, warehouse, support desk, product analytics, or manual workflow?
- 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.
Related Skills
- 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 | |
| 2 | name cs-playbooks |
| 3 | description >- |
| 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. |
| 10 | license MIT |
| 11 | compatibility Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Goose, Hermes, Windsurf, Zed |
| 12 | metadata |
| 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 |
| 23 | Customer Success is not reactive support — it is proactive value delivery that |
| 24 | drives retention and expansion. This skill builds the CS operating system: |
| 25 | Desired Outcome mapping (Lincoln Murphy), health scoring with leading indicators |
| 26 | (Gainsight), CSQL identification for expansion, and playbooks per customer |
| 27 | lifecycle 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 |
| 56 | Define 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 |
| 61 | Score 0-100: product usage (0-40), engagement depth (0-30), relationship |
| 62 | health (0-30). Red (<50): immediate CSM outreach. Yellow (50-74): automated |
| 63 | nurture. Green (75+): expansion targeting. |
| 64 | |
| 65 | ### Phase 3: Define CSQLs (Customer Success Qualified Leads) |
| 66 | Behavioral signals of expansion readiness: usage nearing plan limits, feature |
| 67 | adoption in new department, new stakeholders in meetings, "can we do X?" |
| 68 | questions, 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 |
| 96 | CS playbook with journey map, health score model, CSQL definitions, and |
| 97 | stage-specific play templates. |
| 98 | |
| 99 | |
| 100 | ## Quality Check |
| 101 | |
| 102 | Before 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 |
| 110 | **Measuring activity, not outcomes** — logins are not value. Map customer |
| 111 | Desired Outcomes and measure progress toward them. |
| 112 | **CS as firefighting** — if CSMs only engage when something is wrong, they |
| 113 | are reactive support, not customer success. |
| 114 | **No expansion motion** — CS owns the relationship. If expansion lives only |
| 115 | in Sales, the customer gets handed off at the worst moment. |
| 116 | **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 |
| 124 | This 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` |
| 128 | Use 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 | |
| 132 | Use this section when the user asks for a finished asset, not a high-level explanation. |
| 133 | |
| 134 | ### Diagnostic Questions |
| 135 | |
| 136 | What is the primary motion: founder-led, sales-led, product-led, partner-led, or lifecycle-led? |
| 137 | Which ICP tier is the output for: small business, mid-market, enterprise, or mixed? |
| 138 | What proof is available today: customer stories, usage data, third-party validation, screenshots, or none? |
| 139 | What system will execute the work: CRM, sequencer, warehouse, support desk, product analytics, or manual workflow? |
| 140 | What decision will the user make from this output: launch, prioritize, route, rewrite, score, coach, or measure? |
| 141 | |
| 142 | ### Framework Application |
| 143 | |
| 144 | Map 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 | |
| 153 | A 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
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