Individual skill
product-growth
Diagnoses product growth using business data and actively discovered customer feedback, separates attribution from causal effects, and turns findings into measurable actions. Use for organic growth sources, missing channels or metrics, activation/retention/revenue problems, ecosystem adoption, or a growth audit (增长来源、增长诊断、用户反馈、渠道归因、留存、增长优化).
product-growth/SKILL.md
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SKILL.mdcore · 8,325 bytesSKILL.mdcore · 8,325 bytesSKILL.mdcore · 8,325 bytesSKILL.mdcore · 8,325 bytesSKILL.mdcore · 8,325 bytesreferences/actions-and-validation.mddoc · 2,530 bytesreferences/causal-reasoning.mddoc · 3,672 bytesreferences/customer-conversations.mddoc · 4,507 bytesreferences/data-and-feedback.mddoc · 4,712 bytesreferences/method-sources.mddoc · 1,742 bytesreferences/metrics.mddoc · 4,573 bytesreferences/worked-examples.mddoc · 3,032 bytes
Read excerpt
# Product Growth
Find what creates customer value, what prevents it, and which next action can
improve a business result. Adapt to the product's unit of value, buying process
and usage cadence. Never promise growth or require every product to use every metric.
## Establish the decision and execution boundary
1. Bind the exact product, official identities, edition/version, market, time
window and decision. Reuse prior answers. Distinguish current public offerings
from historical claims, private editions and similarly named products.
2. Define who receives value, who chooses/pays, successful work and its natural
frequency. Separate people, accounts, organizations, transactions and integrators.
3. Fix the requested outcomes: successful use, sustained use, influence, revenue