Predict repeat-customer churn from purchase and tier data, then trigger branch-specific win-back workflows with VIP care or time-limited offers.
Security Analysis
medium confidenceThe skill is largely an advisory playbook for churn segmentation and win‑back flows and contains no code or installers, but it claims to “trigger” workflows while declaring no integrations or credentials — that mismatch should be clarified before use.
The name/description (predict churn, branch VIP vs Standard, and trigger win‑back workflows) matches the SKILL.md’s guidance, templates, and required outputs. However the skill also states it will “trigger” activation workflows and ops hooks but includes no install spec, credentials, or integrations. That suggests the skill is advisory (drafting plans) rather than actually executing campaigns; the claim to trigger workflows is ambiguous and should be clarified.
SKILL.md stays on‑topic: it instructs how to compute recency/frequency/monetary tiers, branch segments, design workflows, and produce required tables. It references only included local documentation (references/loyalty_playbook.md) and common marketing data (purchase history, tiers, consent). It does not instruct the agent to read unrelated system files, environment variables, or exfiltrate data.
Instruction-only skill with no install spec, binaries, or code to run. This is low risk from an install perspective; nothing will be written to disk as part of installing the skill package itself.
The skill declares no required environment variables or credentials, which is proportionate for a planning/advisory skill. However, in practical use, executing the workflows it describes would require CRM/ESP/automation platform credentials and possibly access to customer PII or transaction data. The skill does not declare or request those, so responsibility to provide and securely manage integration credentials rests with the agent/user — confirm how/when those will be supplied.
No elevated privileges requested. always:false and default autonomous invocation are set (normal). The skill does not request to modify other skills or system configuration.
Guidance
This package is an advisory playbook (templates, segmentation rules, workflow tables) and contains no code or installers — it won't itself run or send campaigns. Before installing or using it, confirm: (1) whether the skill is expected to actually trigger messages/workflows or only to produce plans; if it will trigger anything, ask the author which platforms/APIs it uses and what credentials will be required; (2) only provide the minimal customer data needed (aggregate counts or hashed identifiers when possible) and ensure you have consent and proper PII handling; (3) if you plan to let an agent autonomously invoke this skill and connect it to your ESP/CRM, restrict the agent’s credentials and outbound permissions (or require manual approval) so campaigns are not sent without human review. If the author adds scripts or integration code later, re‑evaluate the skill for install risks and requested environment variables.
Latest Release
v0.1.0
- Initial release of ltv-loyalty-winback for predicting repeat-customer churn risk and delivering targeted win-back workflows. - Segments customers by value: VIPs receive white-glove CS care, standard buyers get incentive offers. - Supports scenarios like growing lapsed cohorts, declining tier engagement, points expiry, and RFM/LTV segmentation needs. - Excludes single-order confirmations and pure transactional messaging. - Provides mandatory risk summary, explicit VIP vs Standard action branches, and a required win-back plan table. - Outlines channel strategies, timing, and measurement metrics for reactivation success.
More by @RIJOYAI
Published by @RIJOYAI on ClawHub
