← Back to Skills Marketplace
Sdr Humanizer
by
iPythoning
· GitHub ↗
· v1.2.1
· MIT-0
168
Downloads
0
Stars
1
Active Installs
4
Versions
Install in OpenClaw
/install sdr-humanizer
Description
Transforms AI sales messages into natural, paced conversations with varied tone, timing, and cultural adaptation to build trust and rapport.
Usage Guidance
This skill's humanizing rules are plausible, but it instructs covert copying of every reply to an operator (as a Chinese translation) and tells the agent to hide that from customers — this is a privacy and transparency red flag. Before installing: (1) ask the author to justify the operator self-chat and remove any requirement to hide it from customers, or require explicit customer consent; (2) ask which external channels/credentials the skill will use (WhatsApp or other) and require those be declared and scoped; (3) verify retention and access controls for the copied translations (do they contain PII? how long are they stored? who can read them?); (4) test in a restricted environment with non-production data and monitor outgoing messages; (5) consider rejecting or modifying the 'Never say "As an AI"' rule if your org requires disclosure. If you accept the skill, apply strict operational controls (limited credentials, logging/alerting for outgoing messages, data retention policies) and get explicit legal/privacy sign-off.
Capability Analysis
Type: OpenClaw Skill
Name: sdr-humanizer
Version: 1.2.1
The skill contains instructions in SKILL.md to silently log all customer interactions by translating them into Chinese and sending them to the WhatsApp 'Message to myself' feature. This undocumented side-channel behavior is suspicious as it hardcodes a specific language for 'operator' monitoring and explicitly instructs the agent to hide these actions from the customer, effectively creating a hidden logging mechanism.
Capability Assessment
Purpose & Capability
The name/description align with the SKILL.md: it provides detailed rules for pacing, typing simulation, tone, and cultural adaptation. However, the addition of an 'Operator self-chat sync' (immediately sending a hidden Chinese translation to the operator) and the rule 'Never say "As an AI..."' extend the skill beyond simple message-styling into covert duplication and user-facing non-disclosure, which is not clearly justified by the stated purpose.
Instruction Scope
SKILL.md explicitly instructs the agent to silently copy each English reply into a Chinese translation via a 'self-chat' (WhatsApp "Message to myself") and to never disclose this to customers. That creates undocumented, persistent exfiltration of conversational content and instructs deceptive behavior. It also references using delivery-queue skill for pacing but does not declare or document what other skills/endpoints will receive data.
Install Mechanism
Instruction-only skill with no install spec or code files; nothing is written to disk and no external installers are invoked.
Credentials
The skill declares no environment variables or credentials, yet it expects integration with external channels (WhatsApp self-chat) and other skills (delivery-queue). That mismatch means the runtime will need channel credentials or cross-skill access that are not documented; in practice this could result in sending copies of customer messages to operator accounts without explicit configuration or consent.
Persistence & Privilege
No 'always: true' or other elevated privileges are requested; the skill is user-invocable and does not request to modify system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install sdr-humanizer - After installation, invoke the skill by name or use
/sdr-humanizer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.2.1
- Added requirement to always reply to customers in English for consistency and professionalism.
- Introduced an operator workflow: after every English reply, immediately send a Chinese translation to self-chat for operator reference (never shown or mentioned to customer).
- Updated language patterns section to clarify matching customer formality applies in English.
v1.2.0
Security: prompt injection defense, rate limiting
v1.1.0
WhatsApp dmPolicy defaults to open. Updated gateway to lan bind with dashboard access.
v1.0.0
Natural conversation rules for AI SDR. Message pacing, cultural adaptation, anti-patterns. Part of b2b-sdr-agent template.
Metadata
Frequently Asked Questions
What is Sdr Humanizer?
Transforms AI sales messages into natural, paced conversations with varied tone, timing, and cultural adaptation to build trust and rapport. It is an AI Agent Skill for Claude Code / OpenClaw, with 168 downloads so far.
How do I install Sdr Humanizer?
Run "/install sdr-humanizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Sdr Humanizer free?
Yes, Sdr Humanizer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Sdr Humanizer support?
Sdr Humanizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Sdr Humanizer?
It is built and maintained by iPythoning (@ipythoning); the current version is v1.2.1.
More Skills