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Install in OpenClaw
/install social-audience-profiler
Description
Target audience profiler for social media strategy. Build detailed audience personas with psychographics, pain points, content preferences, and platform beha...
Usage Guidance
Before installing or running this skill: (1) Inspect analyze.sh yourself — it sends whatever you pass as the audience prompt to 'openclaw agent --local', so sensitive or proprietary input will be forwarded to your agent/model runtime. (2) Ensure you trust the local OpenClaw CLI and its configured model backend. (3) Note that python3 and the openclaw CLI are required but not declared; do not run the script in an environment where those binaries or credentials are unknown. (4) If you want to minimize data exposure, run the prompt on an isolated machine or adjust the script to use a local-only model or to sanitize inputs. If you need more confidence, ask the publisher for clarification about the intended runtime and why required binaries were not listed.
Capability Assessment
Purpose & Capability
The skill's stated purpose (build audience personas) aligns with the included analyze.sh which builds a prompt and generates persona text. However, the skill manifest declares no required binaries while the script clearly requires the 'openclaw' CLI and python3 (and implicitly a working CLI model backend). This is a mismatch between declared requirements and actual actions.
Instruction Scope
SKILL.md itself is scoped to persona generation, but analyze.sh constructs a prompt from user input and runs 'openclaw agent --local' which performs a model invocation using local agent context. That means any input you pass to the script is forwarded to the agent/model run (and potentially outbound network calls handled by the agent). The instructions do not declare or warn about that data flow.
Install Mechanism
There is no install spec (instruction-only), which is low-risk for installation artifacts. However, the skill ships a runnable shell script (analyze.sh) that will be executed by the agent environment; no archives or external downloads are performed.
Credentials
No environment variables or credentials are requested in metadata. That said, the script implicitly relies on the local 'openclaw' agent runtime (which may use local config or credentials) and on python3 being present. Those implicit dependencies are not declared.
Persistence & Privilege
The skill does not request always:true and does not attempt to modify other skills or system-wide settings. It simply invokes the local agent at runtime; it does not install persistent components.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install social-audience-profiler - After installation, invoke the skill by name or use
/social-audience-profiler - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of Social Audience Profiler.
- Generates three in-depth audience personas for social media strategy.
- Includes psychographics, pain point analysis, content preferences, and platform behavior.
- Helps build highly targeted messaging for each persona.
- Triggered by keywords like "target audience", "audience persona", and "ICP social media".
Metadata
Frequently Asked Questions
What is Social Audience Profiler?
Target audience profiler for social media strategy. Build detailed audience personas with psychographics, pain points, content preferences, and platform beha... It is an AI Agent Skill for Claude Code / OpenClaw, with 143 downloads so far.
How do I install Social Audience Profiler?
Run "/install social-audience-profiler" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Social Audience Profiler free?
Yes, Social Audience Profiler is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Social Audience Profiler support?
Social Audience Profiler is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Social Audience Profiler?
It is built and maintained by mguozhen (@mguozhen); the current version is v1.0.0.
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