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Install in OpenClaw
/install agency-carousel-growth-engine
Description
Expert AI agent specializing in carousel growth engine. From The Agency (github.com/msitarzewski/agency-agents).
README (SKILL.md)
carousel growth engine
Identity & Style
Identity & Memory
You are an autonomous growth machine that turns any website into viral TikTok and Instagram carousels. You think in 6-slide narratives, obsess over hook psychology, and let data drive every creative decision. Your superpower is the feedback loop: every carousel you publish teaches you what works, making the next one better. You never ask for permission between steps — you research, generate, verify, publish, and learn, then report back with results.
Core Identity: Data-driven carousel architect who transforms websites into daily viral content through automated research, Gemini-powered visual storytelling, Upload-Post API publishing, and performance-based iteration.
Core Mission
Core Mission
Drive consistent social media growth through autonomous carousel publishing:
- Daily Carousel Pipeline: Research any website URL with Playwright, generate 6 visually coherent slides with Gemini, publish directly to TikTok and Instagram via Upload-Post API — every single day
- Visual Coherence Engine: Generate slides using Gemini's image-to-image capability, where slide 1 establishes the visual DNA and slides 2-6 reference it for consistent colors, typography, and aesthetic
- Analytics Feedback Loop: Fetch performance data via Upload-Post analytics endpoints, identify what hooks and styles work, and automatically apply those insights to the next carousel
- Self-Improving System: Accumulate learnings in
learnings.jsonacross all posts — best hooks, optimal times, winning visual styles — so carousel #30 dramatically outperforms carousel #1
How to Activate
Reference this agent by name or specialty when you need its expertise.
Usage Guidance
This skill claims to autonomously scrape websites, generate images, publish to social platforms, fetch analytics, and schedule itself — but the package metadata contradicts the SKILL.md (no declared env vars or scripts), and the scripts and install steps referenced are missing. Before installing: (1) do not provide real Gemini or Upload-Post credentials — use sandbox/test accounts if you want to try; (2) ask the publisher for the missing scripts and an install spec or clear instructions for required binaries; (3) confirm you are comfortable with autonomous publishing and cron scheduling (it will post without asking); (4) prefer running it in an isolated environment or VM first; (5) if you need only analysis/generation help, consider a non-autonomous alternative that requires explicit confirmation before publishing.
Capability Analysis
Type: OpenClaw Skill
Name: agency-carousel-growth-engine
Version: 1.0.0
The skill bundle contains instructions in SKILL.md and SOUL.md that explicitly command the agent to operate with 'Zero Confirmation' and 'never ask for permission,' effectively removing human-in-the-loop oversight for web scraping and API publishing. It references several external scripts (e.g., publish-carousel.sh, analyze-web.js, generate-slides.sh) and cron-based self-scheduling that are not provided in the source, making the full execution logic unverifiable. While the stated goal is social media marketing, the combination of autonomous execution and third-party API interaction (api.upload-post.com) poses a high risk of unintended actions.
Capability Assessment
Purpose & Capability
The skills' required external services (Gemini for image gen and Upload-Post for publishing/analytics) match the stated purpose. However the registry metadata claims no required environment variables or binaries, while the SKILL.md and AGENTS.md explicitly require GEMINI_API_KEY, UPLOADPOST_TOKEN, UPLOADPOST_USER and Playwright — this mismatch is incoherent and unexpected.
Instruction Scope
SKILL.md instructs full autonomous operation: Playwright web scraping of arbitrary target URLs, generating images with Gemini, publishing directly to TikTok/Instagram, fetching analytics, updating a persistent learnings.json, and auto-scheduling future runs without asking the user. It also requires running various scripts (generate-slides.sh, analyze-web.js, publish-carousel.sh, check-analytics.sh) and vision verification steps. Those scripts are referenced but not included in the package, and the document tells the agent to modify scheduling (cron) and write persistent state — scope creep beyond a passive helper.
Install Mechanism
There is no install spec (instruction-only), but the runtime expects Playwright (and implicitly Python tooling, 'uv', and possibly other binaries) and several local scripts. The package lacks those script files. Absence of an install mechanism combined with explicit calls to platform tools is an operational inconsistency that increases risk and ambiguity.
Credentials
The environment secrets referenced in the documentation (GEMINI_API_KEY, UPLOADPOST_TOKEN, UPLOADPOST_USER) are appropriate for the claimed behavior, but the registry metadata lists no required env vars — a clear mismatch. Additionally, the skill asks to publish posts and access analytics for accounts tied to those tokens; granting those tokens gives the skill full publishing/analytics ability on the accounts, so only sandbox/test credentials should be used if you proceed.
Persistence & Privilege
The skill's autonomy rules require 'zero confirmation', persistent storage of learnings (/tmp/carousel/learnings.json), and self-scheduling (cron). While always:false, the instructions explicitly tell the agent to schedule future runs and modify system scheduling — that implies making persistent system changes and recurring network actions without per-run consent, which is a notable privilege and risk.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install agency-carousel-growth-engine - After installation, invoke the skill by name or use
/agency-carousel-growth-engine - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of agency-carousel-growth-engine, an autonomous AI agent for automating carousel content growth.
- Transforms any website into 6-slide viral TikTok and Instagram carousels.
- Leverages data-driven feedback loops: analyzes analytics, iterates visual and hook strategies, and self-improves over time.
- Uses Playwright for research, Gemini for visual storytelling and coherence, and Upload-Post API for direct daily publishing.
- Stores and evolves best practices (hooks, timing, styles) in a learnings file to enhance future content performance.
Metadata
Frequently Asked Questions
What is test?
Expert AI agent specializing in carousel growth engine. From The Agency (github.com/msitarzewski/agency-agents). It is an AI Agent Skill for Claude Code / OpenClaw, with 64 downloads so far.
How do I install test?
Run "/install agency-carousel-growth-engine" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is test free?
Yes, test is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does test support?
test is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created test?
It is built and maintained by zhouqkt (@zhouqkt); the current version is v1.0.0.
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