What makes List Segment Builder notable?

1.1K downloads. Trust evidence available

How should List Segment Builder be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

List Segment Builder

Use when the user asks to "build email segments from my list", "make engaged / lapsed / RFM segments", "set up cart-abandoner or lifecycle-stage audiences",... Skill: List Segment Builder Owner: aaron-he-zhu Summary: Use when the user asks to "build email segments from my list", "make engaged / lapsed / RFM segments", "set up cart-abandoner or lifecycle-stage audiences",... Tags: latest:19.0.0 Version history: v19.0.0 | 2026-07-24T14:47:23.856Z | auto - Version bump to 19.0.0. - Updated SKILL.md: metadata version updated, reflecting current information. - Added distribution

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.1k

Updated

Oct 11, 2026

Version

19.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1.1K downloadsadoption · observed Oct 11, 2026
Latest release: 19.0.0release · observed Jul 24, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17e1tg8pjra8dn1dvtq21sahx83hrxj:list-segment-builder

Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-aaron-he-zhu-list-segment-builder/snapshot"

Documentation

CLAWHUB

91,620 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

---
name: list-segment-builder
slug: aaron-list-segment-builder
displayName: "List Segment Builder · 邮件列表分群"
summary: "邮件列表分群/生命周期分群/抑制名单/流失召回"
description: 'Use when the user asks to "build email segments from my list", "make engaged / lapsed / RFM segments", "set up cart-abandoner or lifecycle-stage audiences", or "build a suppression list of unsubscribes and bounces"; turns the user''s OWN list/CRM/GA4/ecommerce export into behavioral, attribute, and lifecycle-stage segments plus a suppression list, with per-segment sizes labeled Measured/Estimated, informing the SEND E (Engagement/targeting) dimension. Not for scoring EQS or running vetoes — use email-quality-auditor; not for authentication or spam-content checks — use deliverability-qa. 邮件列表分群/生命周期分群/抑制名单/流失召回'
version: "19.0.0"
license: Apache-2.0
compatibility: "Claude Code and compatible agent-skill hosts"
homepage: "https://github.com/aaron-he-zhu/aaron-marketing-skills"
when_to_use: "Use when preparing WHO to email before any send is designed: segmenting an exported list/CRM/GA4/ecommerce export into behavioral segments (engaged-90d, cart-abandoners), RFM tiers, and lifecycle stages (new, active, lapsed, win-back), and building the suppression list (unsubscribed, hard-bounced, spam-complained, consent-withdrawn) by reading the consent-registry as the source of truth for consent and suppression facts."
argument-hint: "<list/CRM CSV or GA4/ecommerce export> [goal: promo|retention|cold] [ESP]"
metadata: {"author": "aaron-he-zhu", "version": "19.0.0", "discipline": "email", "phase": "setup", "geo-relevance": "low", "hermes": {"tags": ["marketing", "email", "setup"], "category": "email"}, "openclaw": {"emoji": "✉️", "homepage": "https://github.com/aaron-he-zhu/aaron-marketing-skills"}}
---

# List Segment Builder

Turns the user's own list/CRM/GA4/ecommerce export into behavioral segments (engaged-90d, cart-abandoners), attribute and RFM tiers, lifecycle-stage segments (new, active, lapsed, win-back), and a suppression list (unsubscribed, hard-bounced, spam-complained, consent-withdrawn). It defines **who each segment is and who must never be mailed** — email-creative-builder and email-sequence-designer then compose for those segments; this skill does not send, design flows, or score the program.

## Quick Start

```
Build email segments from my list export: [path]. Goal is retention. ESP export attached.
```

```
Make engaged-90d, lapsed, and cart-abandoner segments from my ecommerce + ESP export, and give me the suppression list. [CSV]
```

```
Map my list to RFM tiers and lifecycle stages so I can reuse the same audiences across every campaign. [CRM export]
```

## Skill Contract

**Expected output**: a **segment map** in four buckets — (1) **behavioral segments** grouped by activity (opened/clicked recency, cart-abandon, browse-abandon), (2) **attribute + RFM tiers** (recency/frequency/monetary from the user's own order data), (3) **lifecycle-stage segments** (new → active → at-risk → la

_meta.json

{
  "ownerId": "kn73qjxwmbna25qq8q051epqt980sys5",
  "slug": "list-segment-builder",
  "version": "19.0.0",
  "publishedAt": 1784904443856
}

skill-card.md

## Description:

Builds email list segments from a user's own list, CRM, GA4, ecommerce, and consent exports, including behavioral audiences, RFM tiers, lifecycle stages, suppression lists, and measured or estimated segment sizes.

This skill is ready for commercial/non-commercial use.

## Publisher:

[aaron-he-zhu](https://clawhub.ai/user/aaron-he-zhu)

### License/Terms of Use:

MIT-0

## Use Case:

External users and marketing operators use this skill to prepare who should receive an email before creative or lifecycle flows are designed. It turns owned audience exports into reusable segment definitions, suppression rules, aggregate counts, and a handoff summary.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill reads subscriber, consent, and suppression-related exports that may contain personal data.

Mitigation: Use aggregate descriptions, counts, hashes, or segment rules in outputs and avoid echoing raw email addresses, phone numbers, or member rows.

Risk: The optional ESP live sync path can mutate email-platform suppression state.

Mitigation: Use dry-run behavior for review first and only run live sync after verifying the affected contacts and confirming that the platform state should change.

Risk: Missing consent records can make a cohort unsafe to mail.

Mitigation: Treat missing consent evidence as NEEDS_INPUT and reconcile suppression decisions against the consent registry before using the segment for a send.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/aaron-he-zhu/skills/list-segment-builder)
- [Project homepage](https://github.com/aaron-he-zhu/aaron-marketing-skills)
- [Publisher profile](https://clawhub.ai/user/aaron-he-zhu)

## Skill Output:

**Output Type(s):** [Text, Markdown, Guidance, Shell commands, Configuration]

**Output Format:** [Markdown segment map with aggregate counts, NEEDS_INPUT flags, suppression guidance, and a handoff summary.]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May write aggregate segmentation notes under memory/email/list-segment-builder/ and promote reusable summary items; should avoid raw PII rows.]

## Skill Version(s):

19.0.0 (source: server release evidence and frontmatter)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

distribution-manifest.json

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    "inline-delivery",
    "canonical-state-read"
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  "capability_ceiling": "lite",
  "catalog_sha256": "6f0256cf52710f2916ecebaea0f3110c9313099ec4a69a11cac72ba9b2f3b940",
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    }
  ],
  "files_sha256": "e4864b56164c583e7c17333efb0d72946d439ff7d66294e543167612329b91de",
  "hash_algorithm": "sha256",
  "kind": "standalone-skill",
  "manifest_excludes": [
    "distribution-manifest.json"
  ],
  "manifest_path": "distribution-manifest.json",
  "package_ceiling": {
    "max_bytes": 1000000,
    "max_files": 64
  },
  "profile": "lite",
  "profile_definition_sha256": "4598e1f7bba667ef928ea2a60a6252ad9348086e9eecab29437db442df2a568e",
  "schema_version": "1.1",
  "source": {
    "commit": "f552620c278afddcb25d09637a0cfcc1ce48faf4",
    "repository": "aaron-he-zhu/aaron-marketing-skills"
  }
}

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