# Send Refund Radar to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "refund-radar",
    "name": "Refund Radar",
    "source": "tencent",
    "type": "skill",
    "category": "金融交易",
    "sourceUrl": "https://clawhub.ai/andreolf/refund-radar",
    "canonicalUrl": "https://clawhub.ai/andreolf/refund-radar",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/refund-radar",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=refund-radar",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "CHANGELOG.md",
      "PUBLISH.md",
      "SKILL.md",
      "references/refund-templates.md",
      "references/detection-rules.md",
      "assets/template.html"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "refund-radar",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-29T04:41:59.139Z",
      "expiresAt": "2026-05-06T04:41:59.139Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=refund-radar",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=refund-radar",
        "contentDisposition": "attachment; filename=\"refund-radar-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "refund-radar"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/refund-radar"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/refund-radar",
    "downloadUrl": "https://openagent3.xyz/downloads/refund-radar",
    "agentUrl": "https://openagent3.xyz/skills/refund-radar/agent",
    "manifestUrl": "https://openagent3.xyz/skills/refund-radar/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/refund-radar/agent.md"
  }
}
```
## Documentation

### refund-radar

Scan bank statements to detect recurring charges, flag suspicious transactions, identify duplicates and fees, draft refund request templates, and generate an interactive HTML audit report.

### Triggers

"scan my bank statement for refunds"
"analyze my credit card transactions"
"find recurring charges in my statement"
"check for duplicate or suspicious charges"
"help me dispute a charge"
"generate a refund request"
"audit my subscriptions"

### 1. Get Transaction Data

Ask user for bank/card CSV export or pasted text. Common sources:

Apple Card: Wallet → Card Balance → Export
Chase: Accounts → Download activity → CSV
Mint: Transactions → Export
Any bank: Download as CSV from transaction history

Or accept pasted text format:

2026-01-03 Spotify -11.99 USD
2026-01-15 Salary +4500 USD

### 2. Parse and Normalize

Run the parser on their data:

python -m refund_radar analyze --csv statement.csv --month 2026-01

Or for pasted text:

python -m refund_radar analyze --stdin --month 2026-01 --default-currency USD

The parser auto-detects:

Delimiter (comma, semicolon, tab)
Date format (YYYY-MM-DD, DD/MM/YYYY, MM/DD/YYYY)
Amount format (single column or debit/credit)
Currency

### 3. Review Recurring Charges

Tool identifies recurring subscriptions by:

Same merchant >= 2 times in 90 days
Similar amounts (within 5% or $2)
Consistent cadence (weekly, monthly, yearly)
Known subscription keywords (Netflix, Spotify, etc.)

Output shows:

Merchant name
Average amount and cadence
Last charge date
Next expected charge

### 4. Flag Suspicious Charges

Tool automatically flags:

Flag TypeTriggerSeverityDuplicateSame merchant + amount within 2 daysHIGHAmount Spike> 1.8x baseline, delta > $25HIGHNew MerchantFirst time + amount > $30MEDIUMFee-likeKeywords (FEE, ATM, OVERDRAFT) + > $3LOWCurrency AnomalyUnusual currency or DCCLOW

### 5. Clarify with User

For flagged items, ask in batches of 5-10:

Is this charge legitimate?
Should I mark this merchant as expected?
Do you want a refund template for this?

Update state based on answers:

python -m refund_radar mark-expected --merchant "Costco"
python -m refund_radar mark-recurring --merchant "Netflix"

### 6. Generate HTML Report

Report saved to ~/.refund_radar/reports/YYYY-MM.html

Copy template.html structure. Sections:

Summary: Transaction count, total spent, recurring count, flagged count
Recurring Charges: Table with merchant, amount, cadence, next expected
Unexpected Charges: Flagged items with severity and reason
Duplicates: Same-day duplicate charges
Fee-like Charges: ATM fees, FX fees, service charges
Refund Templates: Ready-to-copy email/chat/dispute messages

Features:

Privacy toggle (blur merchant names)
Dark/light mode
Collapsible sections
Copy buttons on templates
Auto-hide empty sections

### 7. Draft Refund Requests

For each flagged charge, generate three template types:

Email: Formal refund request
Chat: Quick message for live support
Dispute: Bank dispute form text

Three tone variants each:

Concise (default)
Firm (assertive)
Friendly (polite)

Templates include:

Merchant name and date
Charge amount
Dispute reason based on flag type
Placeholders for card last 4, reference number

Important: No apostrophes in any generated text.

### CLI Reference

# Analyze statement
python -m refund_radar analyze --csv file.csv --month 2026-01

# Analyze from stdin
python -m refund_radar analyze --stdin --month 2026-01 --default-currency CHF

# Mark merchant as expected
python -m refund_radar mark-expected --merchant "Amazon"

# Mark merchant as recurring
python -m refund_radar mark-recurring --merchant "Netflix"

# List expected merchants
python -m refund_radar expected

# Reset learned state
python -m refund_radar reset-state

# Export month data
python -m refund_radar export --month 2026-01 --out data.json

### Files Written

PathPurpose~/.refund_radar/state.jsonLearned preferences, merchant history~/.refund_radar/reports/YYYY-MM.htmlInteractive audit report~/.refund_radar/reports/YYYY-MM.jsonRaw analysis data

### Privacy

No network calls. Everything runs locally.
No external APIs. No Plaid, no cloud services.
Your data stays on your machine.
Privacy toggle in reports. Blur merchant names with one click.

### Requirements

Python 3.9+
No external dependencies

### Repository

https://github.com/andreolf/refund-radar
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: andreolf
- Version: 1.0.1
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-04-29T04:41:59.139Z
- Expires at: 2026-05-06T04:41:59.139Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/refund-radar)
- [Send to Agent page](https://openagent3.xyz/skills/refund-radar/agent)
- [JSON manifest](https://openagent3.xyz/skills/refund-radar/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/refund-radar/agent.md)
- [Download page](https://openagent3.xyz/downloads/refund-radar)