功能描述

Find and cancel unwanted subscriptions by analyzing bank transactions. Detects recurring charges, calculates annual waste, and provides cancel URLs. CSV-based analysis with optional Plaid integration for ClawdBot users.

使用说明 (SKILL.md)

Just Fucking Cancel

Name: Just Fucking Cancel
Author: chipagosfinest

Analyze transactions, categorize subscriptions, generate HTML audit, help cancel.

How It Works

This skill analyzes your transaction history to find recurring charges (subscriptions), helps you categorize them, and provides direct cancel URLs. No automated cancellation - you control every action.

Transaction Data → Pattern Detection → User Categorization → HTML Audit → Cancel URLs

Triggers

"cancel subscriptions", "audit subscriptions"
"find recurring charges", "what am I paying for"
"subscription audit", "clean up subscriptions"

Data Sources

Option A: CSV Upload (Recommended - Fully Local)

Upload a transaction CSV from your bank. All processing happens locally - no data leaves your machine.

Supported formats:

Apple Card: Wallet → Card Balance → Export
Chase: Accounts → Download activity → CSV
Amex: Statements & Activity → Download → CSV
Citi: Account Details → Download Transactions
Bank of America: Activity → Download → CSV
Capital One: Transactions → Download
Mint / Copilot: Transactions → Export

Option B: Plaid Integration (ClawdBot Only)

If you have ClawdBot with Plaid connected, transactions can be pulled automatically.

Important: This requires Plaid credentials and sends data to Plaid's servers:

PLAID_CLIENT_ID - Your Plaid client ID
PLAID_SECRET - Your Plaid secret key
PLAID_ACCESS_TOKEN - Access token for the bank connection

Privacy note: When using Plaid, transaction data is transmitted to Plaid's API. CSV analysis is fully local.

Workflow

1. Get Transactions

CSV: User uploads file, analyzed locally
Plaid: Pull last 6-12 months via API (requires credentials)

2. Analyze Recurring Charges

Detect same merchant, similar amounts, monthly/annual patterns
Flag subscription-like charges (streaming, SaaS, memberships)
Calculate charge frequency and total annual cost

3. Categorize with User

For each subscription, ask user to categorize:

Cancel - Stop immediately
Investigate - Needs decision (unsure, trapped in contract)
Keep - Intentional, continue paying

Ask in batches of 5-10 to avoid overwhelming.

4. Generate HTML Audit

Create interactive HTML report with:

Summary: subscriptions found, total waste, potential savings
Sections: Cancelled / Needs Decision / Keeping
Privacy toggle to blur service names
Dark mode support

5. Provide Cancel URLs

For each service to cancel:

Look up direct cancel URL from common-services.md
Provide URL to user - user navigates manually
Include dark pattern warnings and tips

No automated browser interaction - this skill provides URLs and guidance only. You control the actual cancellation.

HTML Structure

Three sections, auto-hide when empty:

Cancelled (green badge, strikethrough) - Done items
Needs Decision (orange badge) - Has checkboxes for selection
Keeping (grey badge) - Reference only

Features:

Floating copy button for selected items
Privacy toggle blurs service names
Collapsible sections
Dark mode support

Cancellation Tips

See common-services.md for:

Direct cancel URLs for 50+ services
Dark pattern warnings (gym contracts, phone-only)
Retention script responses
Credit card dispute backup

Privacy Summary

Data Source	Where Processed	Data Leaves Device?
CSV Upload	Local only	No
Plaid API	Plaid servers	Yes (to Plaid)

This skill appears to do what it says: analyze transaction CSVs locally and optionally pull transactions via Plaid. Recommended actions before installing or using: - Prefer the CSV workflow (local only) if you want to avoid sending financial data to third parties. - If you enable Plaid, only provide PLAID_CLIENT_ID / PLAID_SECRET / PLAID_ACCESS_TOKEN when you trust the agent host and understand Plaid will be contacted; these tokens are sensitive and grant access to account transactions. - Note a small documentation mismatch: PUBLISH.md mentions 'Browser automation for cancellations' while SKILL.md emphasizes no automated cancellation — confirm behavior before trusting any automatic cancellation actions. - Review the cancel URLs in references/common-services.md yourself; check for correctness and avoid clicking links you don't recognize. - The HTML template contains client-side JS (clipboard operations, privacy toggles). Running the report in a browser will execute that script locally; it does not appear to contact remote endpoints, but avoid pasting secrets into the report. - If you need higher assurance, ask the publisher for runtime code or a canonical upstream repo (the SKILL.md attributes an upstream GitHub project).

功能分析

Type: OpenClaw Skill Name: just-fucking-cancel Version: 1.2.0 The skill is classified as suspicious primarily due to a critical contradiction between its public-facing documentation (`SKILL.md`) and its internal publishing notes (`PUBLISH.md`). While `SKILL.md` explicitly states 'No automated cancellation' and 'No automated browser interaction', `PUBLISH.md` lists 'Browser automation for cancellations' as a feature in its changelog. This discrepancy raises significant concerns about the skill's true capabilities and transparency. Additionally, the skill's optional integration with Plaid requires sensitive financial credentials (PLAID_CLIENT_ID, PLAID_SECRET, PLAID_ACCESS_TOKEN) and involves transmitting transaction data to Plaid's servers, which, despite being documented, represents a high-risk capability that warrants extra scrutiny.

能力评估

✓ Purpose & Capability

Skill claims to analyze transactions and produce cancel URLs. All declared runtime inputs (CSV upload or optional Plaid credentials) are appropriate and proportional to that purpose. The included references/common-services.md provides cancel URLs which is expected for this use case.

✓ Instruction Scope

SKILL.md instructs local CSV processing by default and describes Plaid as an optional remote data source; it does not instruct the agent to read unrelated system files or exfiltrate data. It explicitly states 'No automated cancellation' and that users navigate to cancel URLs manually, which fits the described workflow.

✓ Install Mechanism

This is an instruction-only skill with no install spec and no code executed at install time. The included HTML template and reference markdown are static assets — no downloads or archive extracts are requested.

ℹ Credentials

No required environment variables are listed in the registry metadata. SKILL.md documents three optional Plaid env vars (PLAID_CLIENT_ID, PLAID_SECRET, PLAID_ACCESS_TOKEN) which are appropriate for the optional Plaid integration. Because these are highly sensitive, only supply them if you trust the hosting/agent environment and you understand that Plaid will be contacted.

✓ Persistence & Privilege

The skill is not marked always:true, does not request persistent system modifications, and contains no instructions to change other skills' configs or system-wide settings.

版本历史

v1.2.0

v1.2.0: Fixed security concerns - declared Plaid env vars as optional, clarified no automated browser interaction (URLs only), added privacy summary table showing what data leaves device

v1.1.0

v1.1.0: Added Plaid API integration for automatic transaction pull (no CSV needed). Expanded bank support (Amex, Citi, BofA, Capital One, Copilot). Added 30 discovery tags for maximum marketplace visibility.

v1.0.0

Subscription audit & cancellation skill. Original by rohunvora (github.com/rohunvora/just-fucking-cancel). Adapted for ClawdBot by @chipagosfinest. Mostly written by Claude. DM @chipagosfinest on X if you need anything.

元数据

Slug just-fucking-cancel

版本 1.2.0

许可证 —

累计安装 5

当前安装数 4

历史版本数 3

常见问题