customer-segmenter
Skill1 starsChanged 22 days agoMITView on GitHub
Builds actionable customer segments when a business needs to choose whom to serve and how.
In this repository133 other files it gives its agents.
- templates/CLAUDE.mdCLAUDE.md
- llms.txtllms.txt
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- client-kickoffSkill
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- The first 60 shown.
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 2 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 9
Use before proposition, positioning or channel decisions when current customer categories are too broad or descriptive.
- Distinctive: line 22
Test segments for distinctiveness, measurability, reachability and stability.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Customer Segmenter
When to use it
Use before proposition, positioning or channel decisions when current customer categories are too broad or descriptive.
What Claude needs
- Customer data and research
- Business context from client-context.md
- Relevant customer jobs and buying process
- Geographic, channel and service constraints
Method
- Define the segmentation purpose and decisions it must support.
- Select variables based on needs, behaviour, context and buying dynamics.
- Group customers using observable differences rather than convenient labels.
- Profile each segment by job, trigger, barrier, alternative and economics.
- Test segments for distinctiveness, measurability, reachability and stability.
- Name segments plainly and identify the evidence needed to refine them.
Output format
Provide a segment definition table, concise profiles, distinguishing variables, validation gaps and strategic implications.
Quality checks
- Segments predict meaningful differences in behaviour or need
- Each customer can be assigned using stated rules
- Segment labels avoid stereotypes and unsupported assumptions
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
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- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

