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Ai Product Monitor
by
terrycarter1985
· GitHub ↗
· v1.0.0
· MIT-0
42
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1
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Install in OpenClaw
/install ai-product-monitor
Description
One-click AI product launch monitoring pipeline — RSS monitoring, product info search, screenshot capture, and trend analysis. Run the full workflow or indiv...
README (SKILL.md)
AI Product Monitor
One-click pipeline that runs four stages sequentially:
- RSS Monitor — Fetch configured RSS feeds, extract AI product launch posts
- Product Search — Enrich each launch with web search details
- Screenshot Capture — Take screenshots of product landing pages
- Trend Analysis — Analyze launch trends and generate a summary report
Quick Start (Full Pipeline)
python3 scripts/pipeline.py
Individual Stages
# Stage 1 only — RSS monitoring
python3 scripts/pipeline.py --stage rss
# Stage 2 only — Product info search
python3 scripts/pipeline.py --stage search
# Stage 3 only — Screenshot capture
python3 scripts/pipeline.py --stage screenshot
# Stage 4 only — Trend analysis
python3 scripts/pipeline.py --stage trends
Configuration
Edit references/feeds.yaml to customize RSS sources. Default feeds include OpenAI, Google AI, Anthropic, Meta AI, and Hugging Face blogs.
Output
| File | Description |
|---|---|
data/raw_launches.json |
Raw RSS items from stage 1 |
data/enriched_launches.json |
Launches with search-enriched info |
data/screenshots/ |
Landing page screenshots (PNG) |
data/trend_report.md |
Final trend analysis report |
Pipeline Flow
RSS Feeds → raw_launches.json → enriched_launches.json → screenshots/ → trend_report.md
Each stage reads the previous stage's output, so stages can be re-run independently after editing earlier results.
Usage Guidance
Install/run only if you are comfortable with it fetching configured RSS feeds, sending product-launch titles to web search, visiting launch URLs to capture screenshots, and storing results under the skill’s `data/` directory. Review `references/feeds.yaml` first and consider running stages individually for more control.
Capability Analysis
Type: OpenClaw Skill
Name: ai-product-monitor
Version: 1.0.0
The skill implements a legitimate pipeline for monitoring AI product launches by fetching RSS feeds, performing web searches, and capturing screenshots. It uses standard Python libraries and integrates with OpenClaw's internal CLI tools via subprocess.run in a safe manner (using argument lists rather than shell strings). No evidence of data exfiltration, malicious execution, or prompt injection was found in scripts/pipeline.py or SKILL.md.
Capability Assessment
Purpose & Capability
Coherent with the stated purpose: SKILL.md describes RSS monitoring, product search, screenshot capture, and trend analysis, and scripts/pipeline.py visibly implements RSS fetching, web search, screenshot output, and local report files. Users should notice that this necessarily contacts external sites.
Instruction Scope
The workflow is user-invoked via commands such as `python3 scripts/pipeline.py`; no background or automatic startup is shown. Once run, the full pipeline follows feed-derived URLs for search and screenshots.
Install Mechanism
The registry says there is no install spec and no required binaries, while SKILL.md declares `requires_bins: [python3]` and the visible code invokes `openclaw` helper commands. This is an under-declared runtime expectation, not evidence of malicious installation.
Credentials
Network access to configured RSS feeds and product URLs is proportionate to the monitoring purpose. The script writes outputs under `data/`, including JSON files, screenshots, and a report; no credentials or private local file reads are shown.
Persistence & Privilege
The skill persists monitoring outputs such as `data/raw_launches.json`, `data/enriched_launches.json`, `data/screenshots/`, and `data/trend_report.md`. No elevated privileges, long-running worker, or self-persistence are shown.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ai-product-monitor - After installation, invoke the skill by name or use
/ai-product-monitor - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: full 4-stage pipeline (RSS→Search→Screenshot→Trends)
Metadata
Frequently Asked Questions
What is Ai Product Monitor?
One-click AI product launch monitoring pipeline — RSS monitoring, product info search, screenshot capture, and trend analysis. Run the full workflow or indiv... It is an AI Agent Skill for Claude Code / OpenClaw, with 42 downloads so far.
How do I install Ai Product Monitor?
Run "/install ai-product-monitor" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Ai Product Monitor free?
Yes, Ai Product Monitor is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Ai Product Monitor support?
Ai Product Monitor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Ai Product Monitor?
It is built and maintained by terrycarter1985 (@terrycarter1985); the current version is v1.0.0.
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