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Install in OpenClaw
/install social-engagement-audit
Description
Social media engagement audit and optimization plan. Analyze your engagement rate, identify what's working and what's not, and get a specific action plan to...
Usage Guidance
This skill generates audits by sending your input to an OpenClaw agent via the openclaw CLI; it does not fetch real account data from social platforms. Before using it: (1) review and confirm you have the openclaw CLI and python3 on the host, since analyze.sh calls both (the skill metadata did not list these binaries); (2) avoid pasting sensitive credentials or private data into the INPUT because the data will be sent to whatever model/service your openclaw agent is configured to use; (3) if you expect automated data retrieval from social networks, this skill doesn't do that — you'd need a version that uses official APIs and appropriate credentials; (4) run the script in a controlled environment first (or inspect/modify it) if you are unsure about where the agent sends data.
Capability Analysis
Type: OpenClaw Skill
Name: social-engagement-audit
Version: 1.0.0
The skill is a legitimate social media audit tool that uses a bash script (analyze.sh) to generate a structured engagement report via a local OpenClaw agent call. The logic is transparent, lacks any data exfiltration or persistence mechanisms, and uses standard Python-based JSON parsing to handle the agent's output. While the script embeds user input directly into a prompt, which is a common pattern in AI agents, there is no evidence of malicious intent or hidden payloads.
Capability Assessment
Purpose & Capability
The skill claims to produce a social media engagement audit and the included analyze.sh constructs a detailed prompt and asks an agent to generate the report — this matches the stated purpose. However, the skill does not connect to any social platform APIs or verify metrics; it produces audits only from the user-supplied textual description. If you expected automatic data collection from Instagram/Twitter/etc., this skill does not do that.
Instruction Scope
SKILL.md and analyze.sh keep to the audit task and do not attempt to read system files or network secrets. The script does invoke an external agent (openclaw agent --local ...) and uses python3 to parse JSON; those invocations are not declared in the skill metadata. The script will send whatever you pass as INPUT to the agent — so any sensitive account details you include will be sent to whichever model/service the openclaw agent is configured to use.
Install Mechanism
There is no install spec (instruction-only plus a small shell script). No downloads or archive extraction are present, so nothing is written to disk beyond the included files. This is a low-risk install posture.
Credentials
The skill declares no required environment variables, credentials, or config paths, and the code does not read any additional env vars. That is proportional for a prompt-based audit that relies on user-supplied text.
Persistence & Privilege
always is false and the skill does not request persistent system-wide privileges or attempt to modify other skills. It requires the agent CLI at runtime but does not install itself as always-enabled.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install social-engagement-audit - After installation, invoke the skill by name or use
/social-engagement-audit - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of social-engagement-audit.
- Analyze social media engagement rates and compare to benchmarks
- Identify top causes of low engagement and underperforming content
- Assess alignment with platform algorithms
- Provide a 30-day action plan for improving engagement
- Suggest quick win actions for immediate impact on reach, saves, comments, and shares
Metadata
Frequently Asked Questions
What is Social Engagement Audit?
Social media engagement audit and optimization plan. Analyze your engagement rate, identify what's working and what's not, and get a specific action plan to... It is an AI Agent Skill for Claude Code / OpenClaw, with 156 downloads so far.
How do I install Social Engagement Audit?
Run "/install social-engagement-audit" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Social Engagement Audit free?
Yes, Social Engagement Audit is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Social Engagement Audit support?
Social Engagement Audit is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Social Engagement Audit?
It is built and maintained by mguozhen (@mguozhen); the current version is v1.0.0.
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