customer-retention
Skill28 starsChanged 43 days agoApache-2.0View on GitHub
Identify inactive/at-risk customers via CRM filters and create follow-up tasks at scale. Builds on `bulk-operations`; defers activity-creation specifics to `sales-execution`.
3 other projects use a version of this.
Adopted by
Most recently taken up by
- mischker/claude-skillstheir own version, first seen Oct 20, 2026
- ahines99/pe-value-creation-ostheir own version, first seen Oct 1, 2026
- walternate/skillstheir own version, first seen Feb 5, 2026
Other versions3 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 3
- ahines99/pe-value-creation-os★ 0same name
- mischker/claude-skills★ 0same name
- walternate/skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository18 other files it gives its agents.
- audience-targetingSkill
- bulk-operationsSkill
- communication-historySkill
- conversation-history-briefSkill
- conversation-inbox-triageSkill
- crm-data-qualitySkill
- crm-lookupSkill
- custom-object-managementSkill
- data-enrichmentSkill
- deal-managementSkill
- quote-to-cashSkill
- sales-executionSkill
- sales-reportingSkill
- team-ownershipSkill
- ticket-resolutionSkill
- visitor-identificationSkill
- workflow-automationSkill
- workSkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 1 is distinctive, and 1 is very specific to this project.
0
Common
Most of the 3 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 23
Read bulk-operations/SKILL.md first — every read/write below uses its JSONL pipe, pagination, and dry-run/digest patterns.
- Distinctive: line 117
No native churn-score / health-score property — track via a custom property.
“Common” is measured: kept by at least 6 in 10 of the 3 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Resources
| File | When to use |
resources/customer-health-signals.md | Filter cookbook of churn signals — --filter expressions for notes_last_contacted, hs_last_sales_activity_date, hs_email_optout, stale tickets, subscription status. |
Prereqs
Read bulk-operations/SKILL.md first — every read/write below uses its JSONL pipe, pagination, and dry-run/digest patterns. Activity-property tables and association rules live in sales-execution/SKILL.md.
Schema is portal-specific. Verify each property before filtering — e.g. hubspot properties get --type contacts notes_last_contacted, ... hs_last_sales_activity_date, ... --type subscriptions hs_subscription_status. If subscriptions returns 403, your token lacks subscriptions-read — use a private-app token with that scope.
1 — Find inactive customers
CUTOFF=$(date -v-60d +%Y-%m-%d 2>/dev/null || date -d '60 days ago' +%Y-%m-%d)
# No outreach in 60d (calls/notes/meetings update notes_last_contacted)
hubspot objects search --type contacts \
--filter "lifecyclestage=customer AND notes_last_contacted<$CUTOFF" \
--properties email,firstname,notes_last_contacted,hubspot_owner_id
# No sales activity in 60d (broader — also catches emails/tasks)
hubspot objects search --type contacts \
--filter "lifecyclestage=customer AND hs_last_sales_activity_date<$CUTOFF" \
--properties email,firstname,hs_last_sales_activity_date
# Never contacted
hubspot objects search --type contacts \
--filter "lifecyclestage=customer AND !notes_last_contacted" \
--properties email,firstnameFor more signals (email opt-out, stale tickets, no open deals) see resources/customer-health-signals.md. For >100 hits, use the pagination loop from bulk-operations.
To audit why a customer churned or moved stage — which workflow, integration, import, or UI edit last changed lifecyclestage — use hubspot objects history --type contacts --properties lifecyclestage [--id <recordId>] [--include-ui]. It flattens each property's source history into one row per change.
2 — Flag at-risk subscriptions
subscriptions is a standard object (hubspot objects types confirms). Enum values for hs_subscription_status are portal-specific — verify before filtering, then plug the exact value in:
hubspot properties options-list --type subscriptions hs_subscription_status # allowed values
# Past-due — revenue at immediate risk (substitute your verified value)
hubspot objects search --type subscriptions \
--filter "hs_subscription_status=past_due" \
--properties hs_recurring_billing_total,hs_subscription_status
# Map an at-risk subscription to its contact for outreach
hubspot associations list --from subscriptions:<sub_id> --to contacts --format jsonl3 — Create a follow-up task or check-in note
Activity creation lives in sales-execution (full property tables, note + meeting flows). One anchor example — unassociated tasks are invisible in the CRM UI, so always associate:
task_id=$(hubspot objects create --type tasks \
--property hs_task_subject="Q1 retention check-in" \
--property hs_task_priority=HIGH --property hs_task_status=NOT_STARTED \
--property hs_task_type=CALL --property hs_timestamp=$(date +%s)000 \
--format json | jq -r '.id')
hubspot associations create --from tasks:$task_id --to contacts:<contact_id>4 — Bulk task creation for a cohort
Pipe a search through jq into one objects create call, then associate. objects create is Additive — never digest-gated — so --dry-run is a plain preview and you execute by dropping it (no digest/confirm). The digest flow only applies to the irreversible writes in bulk-operations/SKILL.md.
DUE_MS=$(( ($(date +%s) + 2*86400) * 1000 )) # due in 2 days
# 1. Capture the cohort (same file feeds both create + associate)
hubspot objects search --type contacts \
--filter "lifecyclestage=customer AND notes_last_contacted<$CUTOFF" \
--properties firstname > /tmp/inactive.jsonl
# 2. Build task payloads — one per contact
jq -c --arg due "$DUE_MS" '{
contact_id: .id,
properties: {
hs_task_subject: ("Re-engage: " + (.properties.firstname // "customer")),
hs_task_priority: "HIGH", hs_task_status: "NOT_STARTED",
hs_task_type: "CALL", hs_timestamp: $due
}
}' /tmp/inactive.jsonl > /tmp/task_payloads.jsonl
# 3. Dry-run, then create (drop contact_id before piping)
jq -c '{properties}' /tmp/task_payloads.jsonl | hubspot objects create --type tasks --dry-run | head
jq -c '{properties}' /tmp/task_payloads.jsonl | hubspot objects create --type tasks > /tmp/created.jsonl
# 4. Associate each new task to its contact — one piped call (associations create batches 100 pairs/API call; paste preserves order)
paste <(jq -r '.id' /tmp/created.jsonl) <(jq -r '.contact_id' /tmp/task_payloads.jsonl) \
| jq -cR 'split("\t") | {from:("tasks:" + .[0]), to:("contacts:" + .[1])}' \
| hubspot associations createOne CLI call for the search, one for the create, and one for all associations — no xargs -I{} per record. The output-order guarantee of objects create (one result per stdin line, in order — see bulk-operations "Output shape") is what makes the paste correct.
Known gaps
- No native churn-score / health-score property — track via a custom property.
hubspot segmentsprovides CRM lists for re-engagement cohorts —segments members-listpulls a list's members, andsegments create/update-filterssave an at-risk audience as a reusable list. Re-engagement enrollment can be built as a workflow viahubspot workflows create/update(seeworkflow-automation/SKILL.md).hubspot sequencesreads Sales Hub sequences (read-only): usesequences enrollments <contact_id>to see whether an at-risk customer was ever engaged through a sales sequence. Sequences are a product API (Sales Hub Professional+,automation.sequences.readscope), not a CRM object type — the CLI cannot create sequences or enroll contacts. This list grows over time; recheckhubspot --help/CHANGELOG.mdrather than assuming an API is absent.hubspot associations createbatches stdin JSONL (up to 100 pairs per API call) — pipe the pairs in one call instead of looping.
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