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Client Churn Early Warning

Client churn is almost never a surprise — by the time the 'we've decided to go in a different direction' email lands, the decision was made weeks ago. The Client Churn Early Warning system reads the pre-churn signals (communication, engagement, relationship) and prescribes a 14-day intervention before the cancellation, not after.

What this skill does

The earliest churn signals are communication changes, not results. A client who stops replying quickly has already started disengaging emotionally — long before they question results or scrutinise budget. By the time those later signals appear, you have 15-30 days and an intervention conversation, not a relationship to rescue. The skill teaches you to read the early window where action actually works.

Twelve evidence-based signals get scored in three tiers. Communication signals appear 60-90 days before churn — response time decay, meeting cancellations, CC additions (new senior people copied for audit mode), brevity shift from detailed feedback to rubber-stamping. Engagement signals appear 30-60 days out — strategy disinterest, approval without review, competitor mentions, reduced scope requests because they're winding down their commitment internally. Relationship signals appear 15-30 days out — champion departure, budget scrutiny, results interrogation, procurement involvement. Each client gets a signal count and a risk level: 0-1 normal, 2-3 monitoring, 4-6 at-risk (14-day plan), 7+ critical (escalate to leadership).

The intervention plans are specific because vague "check in with the client" advice doesn't survive a Monday morning. The 14-day at-risk plan walks day by day: senior leader informal catch-up, unexpected value-add deliverable, strategic session, case-study share, direct "how are we doing" conversation. The critical-risk plan compresses this into the same week, adds a reset proposal based on current needs rather than original scope, and prepares pricing-as-last-resort options. Each action has an owner and a date — the skill rejects "consider reaching out" as not actionable enough.

Champion departure gets called out as a separate emergency. When your internal advocate leaves or moves role, you have about 30 days to build the new relationship before the account becomes vulnerable to a procurement-led review. The skill flags this signal independently of the others because the response is different — relationship rebuild, not retention pitch. And the portfolio view ends with healthy-client expansion notes, because client retention work and client growth work share the same data, and most agencies miss the expansion half by focusing only on the fires.

When this triggers

  • ·A normally-engaged client has gone quiet and you can't tell if it's holiday season or something worse
  • ·Your champion inside the client just changed role or left and you have 30 days to react
  • ·Procurement or finance has suddenly appeared on emails that used to be just you and the day-to-day contact
  • ·Renewal is 60 days away and you want a defensible read on risk before walking into the conversation
  • ·You want a portfolio-wide scan rather than guessing client by client

Example

Trigger

User: 'Quarterly portfolio review. 11 retainer clients. Want to know which ones I should worry about before Q3 renewals.'

Output

Portfolio risk summary: | Client | MRR | Renewal | Risk | Signals | |-----------|--------|---------|----------|---------------------| | [Acme] | £6.5K | Aug 1 | CRITICAL | 7 signals | | [Bravo] | £4.2K | Jul 15 | AT RISK | 4 signals | | [Charlie] | £3.0K | Sep 1 | Monitor | 2 signals | | (8 more) | - | - | Healthy | - | Critical — [Acme] (£6.5K MRR): Signals: response time decay (1 day → 4 days), 2 meeting cancellations in 6 weeks, CFO added to email threads, brevity shift (detailed approvals → one-word), competitor mentioned by name on last call, scope additions stopped 8 weeks ago, your champion (Head of Marketing) moved to a new role in April. Root cause hypothesis: champion departure + champion's replacement hasn't been onboarded to your value. Procurement involvement suggests budget review in progress. Intervention (start this week): · Day 1-2: senior catch-up with the new Head of Marketing. Not a sales call. Listen. · Day 3-5: deliver an unprompted competitive analysis for their Q3 launch — proves value to the new stakeholder. · Day 7: strategic session on their next quarter. · Day 14: direct conversation — "how are we doing?"

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What you get

  • 138-line SKILL.md, ready to drop into ~/.claude/skills/
  • Tested through 3 Karpathy-loop iterations (versions v1.0.0 → v1.3.0)
  • Triggers automatically when relevant — no command to remember
  • Lifetime updates as the skill is refined further

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