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Install in OpenClaw
/install social-hook-generator
Description
Viral hook generator for social media posts. Generate 10+ scroll-stopping opening lines for X/Twitter, LinkedIn, TikTok, Instagram, and Threads optimized for...
Usage Guidance
This skill appears to do what it says (generate social-media hooks), but there are important metadata inconsistencies you should resolve before using it widely. The analyze.sh script calls the 'openclaw' CLI and 'python3' at runtime even though the skill metadata lists no required binaries — ask the author to update metadata to declare these dependencies. Before running the script, verify where the 'openclaw' binary comes from and whether it will send your input to any remote service or reuse agent credentials (it may read local agent config or network). If you cannot confirm that, run the script in a sandboxed environment or inspect/run it manually with safe inputs. If you plan to install/use this in a production environment, request an updated package that declares required binaries (openclaw, python3) and documents any network/telemetry behavior; otherwise treat this skill with caution.
Capability Analysis
Type: OpenClaw Skill
Name: social-hook-generator
Version: 1.0.0
The skill is a straightforward implementation of a social media hook generator as described in SKILL.md. The analyze.sh script constructs a prompt for the OpenClaw agent using user input and processes the JSON response using a simple Python one-liner. There is no evidence of malicious intent, data exfiltration, or unauthorized system access; the code logic is transparent and aligns with the stated functionality.
Capability Assessment
Purpose & Capability
The skill claims to be a 'viral hook generator' and the included analyze.sh implements that by constructing a prompt and asking a local OpenClaw agent to produce hooks — functionally coherent. However the registry metadata declares no required binaries or env vars, yet analyze.sh invokes the 'openclaw' CLI and 'python3'. The metadata omission is an inconsistency: the script legitimately needs those binaries to run.
Instruction Scope
SKILL.md and analyze.sh stay within the stated task (generate hooks, produce variations, A/B pairs, and platform adaptations). The script does not read unexpected files or environment variables. However it runs 'openclaw agent --local ...' which hands the user's input (the topic/platform) and a crafted prompt to another program; that program may perform network calls or use credentials not visible here, so there's an indirect data flow to review.
Install Mechanism
There is no install spec (instruction-only plus a shell script), so nothing is automatically downloaded or written during install. That is lower risk. The risk comes from runtime requirements (external binaries) rather than installation.
Credentials
The skill declares no required credentials or env vars, which would be appropriate for a simple generator. But because analyze.sh invokes the 'openclaw' CLI, any credentials or configuration that CLI uses (API keys, agent tokens, telemetry settings) are implicitly in-scope even though not disclosed. Additionally the script uses python3 but that is not declared. The absence of declared runtime dependencies and potential indirect use of agent credentials is disproportionate to what's documented.
Persistence & Privilege
The skill is not marked always:true, does not attempt to modify other skills or system config, and appears to only run a single local command at invocation. No persistent or elevated privileges are requested by the skill itself.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install social-hook-generator - After installation, invoke the skill by name or use
/social-hook-generator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of social-hook-generator.
- Instantly generate 10+ viral hooks for social media posts across X/Twitter, LinkedIn, TikTok, Instagram, and Threads.
- Hooks are platform-optimized and use varying styles: questions, bold claims, stories, data, and controversies.
- Incorporates emotional triggers like curiosity, FOMO, surprise, relatability, and aspiration.
- Provides top 3 A/B test hook pairs and scoring based on predicted CTR and scroll-stopping ability.
- Includes tips for customizing hooks to fit your unique voice or topic.
Metadata
Frequently Asked Questions
What is Social Hook Generator?
Viral hook generator for social media posts. Generate 10+ scroll-stopping opening lines for X/Twitter, LinkedIn, TikTok, Instagram, and Threads optimized for... It is an AI Agent Skill for Claude Code / OpenClaw, with 147 downloads so far.
How do I install Social Hook Generator?
Run "/install social-hook-generator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Social Hook Generator free?
Yes, Social Hook Generator is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Social Hook Generator support?
Social Hook Generator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Social Hook Generator?
It is built and maintained by mguozhen (@mguozhen); the current version is v1.0.0.
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