A privacy-focused AI agent that scans bank statements to detect, track, and manage recurring subscriptions without requiring direct bank access.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install normieclaw-subscription-tracker
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install normieclaw-subscription-tracker using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is NormieClaw Subscription Tracker?
The NormieClaw Subscription Tracker is a sophisticated tool designed for the Openclaw Skills ecosystem that replaces expensive automated financial services. It functions as a sharp-eyed subscription detective, parsing bank and credit card statements to find hidden recurring charges, track renewal dates, and flag unnecessary duplicates. Unlike cloud-based competitors, this skill operates entirely on local data, providing a secure way to manage finances without linking sensitive bank accounts.
By maintaining a local JSON database, the agent provides a persistent view of your financial commitments. It serves as a comprehensive management layer that not only tracks current spending but also helps you reclaim your budget by identifying price increases and providing step-by-step instructions for cancelling unwanted services.
NormieClaw Subscription Tracker Use Cases
- Finding forgotten recurring charges in long-term bank statements.
- Monitoring streaming services for sneaky price increases.
- Getting alerts before a free trial converts into a paid subscription.
- Identifying redundant subscriptions, such as having multiple VPN or AI tool providers.
- Performing an annual financial audit to prune unused software and media services.
How NormieClaw Subscription Tracker Works
- The user uploads a bank statement in CSV or PDF format to the agent.
- The system detects the bank format and extracts transaction dates, merchant descriptions, and debit amounts.
- Merchant names are normalized to strip out messy bank codes and identify the actual service provider.
- Smart detection algorithms analyze transaction frequency and amount consistency to identify recurring patterns.
- The agent presents findings grouped by confidence levels for the user to confirm or reject.
- Active subscriptions are saved to a local JSON database to enable future renewal alerts and budget reports.
NormieClaw Subscription Tracker Setup
To get started with this skill, run the initial setup script to create the necessary local directory structure and default configurations.
./setup.sh
Once installed, you can begin tracking by providing a statement file and using the scan command. All data will be stored securely in the ~/.normieclaw/subscription-tracker/ directory.
NormieClaw Subscription Tracker Data Schema & Taxonomy
The skill organizes all tracking information into a central JSON file with a highly structured taxonomy. This ensures that Openclaw Skills can accurately predict future spending and historical trends.
| Data Group | Contents |
|---|---|
| subscriptions | Active services, merchant variants, price history, and next renewal dates. |
| trials | Free trials with end dates and conversion amounts. |
| cancelled | A historical log of services removed and total annual savings achieved. |
| settings | Configurable alert thresholds and preferred currency symbols. |
NormieClaw Subscription Tracker Advanced Features
- Ghost Subscription Detection to flag small, unrecognized charges that often go unnoticed.
- Category Overlap Mapping to alert users when they have multiple active services in the same niche (e.g., Music, Fitness).
- Budget Buddy Pro Integration for seamless data export and unified financial planning.
- Local-first Privacy Model ensuring no bank credentials or transaction data ever leave your machine.
- Detailed Cancellation Database providing direct URLs and step-by-step guides for over 30 popular services.
SKILL.md
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