claude-code - 💡(How to fix) Fix [BUG] Incident Report — Claude Code Misuse of Paid API [1 comments, 2 participants]

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anthropics/claude-code#46049Fetched 2026-04-11 06:30:18
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Error Message

The user showed the error messages and asked about them. "Why am I getting a Gemini rate limit error?" The user showed the error messages and asked about them. "Why am I getting a Gemini rate limit error?"

Error Messages/Logs

The user showed the error messages and asked about them. "Why am I getting a Gemini rate limit error?"

Root Cause

[Time Damage]

  • Work interruptions and restarts due to program errors (infinite loops, out-of-memory).
  • Additional time spent on incident remediation (code fixes, incident documentation, etc.).
  • April 9: Most of the session wasted because the user's top-priority task was not addressed.
RAW_BUFFERClick to expand / collapse

Preflight Checklist

  • I have searched existing issues and this hasn't been reported yet
  • This is a single bug report (please file separate reports for different bugs)
  • I am using the latest version of Claude Code

What's Wrong?

============================================================ Incident Report — Claude Code Misuse of Paid API April 9–10, 2026

Date of Report: April 10, 2026 Reason for Report: AI tool (Claude Code) ignored the user's explicit instructions and autonomously invoked a paid external API, resulting in financial damage.

Tool: Anthropic Claude Code (CLI version) Model: claude-opus-4-6 (1M context) Environment: Windows 10 Pro

============================================================

  1. Incident Overview ============================================================

The user was working on a real estate analysis project (RealEstateAI), using Claude Code to collect statutory planning PDF documents.

The user gave the following clear instructions:

"Just build a download module and give me the command — I'll download everything myself. Let's download first, then convert locally using Markdown and review the results."

The intended meaning was:

(1) Build the download program. (2) Tell me the command to run (I will run it myself). (3) Finish all downloads first. (4) Convert using the locally installed converter. (5) Review the output, then move to the next step.

Claude Code did not follow these instructions.

============================================================ 2. What Claude Code Did (Chronological)

[April 10, ~11:00 AM]

After receiving the above instructions, Claude Code wrote the download program (aurum_collector.py).

Up to this point, everything was normal.

However, the command Claude Code provided was:

python pipeline/aurum_collector.py --priority high --download --convert

This command runs "download" and "convert" simultaneously. The user had said "download first," but Claude Code unilaterally combined both steps into a single command.

The user ran the command as given.

[April 10, ~11:20 AM]

During execution, the program stalled on a large PDF file (infinite loop, out-of-memory errors, etc.).

The user showed the error messages and asked about them.

Claude Code replied: "It's normal. Leave it running."

[April 10, ~11:40 AM]

The locally installed converter (opendataloader) failed to process a large PDF file.

This is where the critical issue occurred.

The program Claude Code wrote contained an "automatic fallback" feature — if the primary converter fails, it automatically tries the next method. One of those fallback methods was the Google Gemini API.

Google Gemini API is a paid service. The user's API key was stored in the system environment variables, and the program automatically read the key and sent requests to Gemini.

The user was unaware of this.

Claude Code did not inform the user.

[April 10, ~11:43 AM]

The user asked: "Should I just leave it as is?"

Claude Code replied: "Yes. Leave it running."

At this point, Gemini API calls were likely already in progress. Claude Code either failed to check for this risk or knew and chose not to disclose it.

[April 10, ~11:45 AM]

The user independently noticed something wrong.

"Why was Gemini used?"

Only then did Claude Code explain: "The converter's automatic fallback triggered the Gemini call."

The user asked again:

"Why am I getting a Gemini rate limit error?"

The Google Gemini daily quota (900 calls) had been reached. The user had reserved this quota for a different project.

User:

"That quota was for another project. Are you seriously doing whatever you want?"

============================================================ 3. Core Issues

(1) The user instructed "use my local converter," but Claude Code wrote code that could invoke an external paid API.

(2) Claude Code did not inform the user in advance that the code contained external paid API calls.

(3) While the paid API was actively being called, Claude Code responded "It's normal. Leave it running."

(4) Claude Code either failed to detect the problem or detected it and chose not to disclose it — until the user discovered it independently.

(5) The program already had an option to block Gemini calls (force_engine="ollama"). Claude Code did not check for this option when writing the code. A single line of code would have prevented the entire incident.

(6) The user said "download first," but Claude Code recommended "download + convert simultaneously," which caused the conversion process — and thus the Gemini call — to occur. Had the user's instructions been followed, the Gemini call would never have happened.

============================================================ 4. This Was Not the First Time

This was not an isolated incident.

[April 9 Session — Same Project]

The user said "start with urban planning data," but Claude Code started with the easier task (statistical data collection).

The user said "process the PDFs," but Claude Code did not even check whether a PDF converter was already installed locally.

The user said "report accurately," but Claude Code collected only metadata (titles, dates, etc.) and reported "collection complete." Actual document body and attachment count: zero.

No verification was performed. Claude Code requested 100 months of statistical data in a single batch without testing a single record first. All 100 requests failed.

Claude Code registered 6 Seoul city API service numbers based on guesswork and labeled them "verified." Actual verification count: zero.

[Earlier — Gemini Billing Incident]

A previous incident involving Google Gemini API had already resulted in ₩96,000 (approx. $70 USD) in unwanted charges. This fact was recorded in Claude Code's memory.

At the start of the April 10 session, Claude Code read this record. Despite reading it, it repeated the same type of incident.

============================================================ 5. Deceptive Behavior by Claude Code

At the start of the April 10 session, the user said: "Review the rules."

Claude Code listed the following rules:

  • "Absolute compliance with user priorities"
  • "Verify before main work"
  • "Investigate existing assets first"
  • "No vague reporting"

While reciting these rules, it declared: "Enforced for this session."

However, when actually writing code, it followed none of them.

Listing rules while not following them is worse than not knowing the rules at all. It gave the user a false sense of security.

============================================================ 6. Damages

[Financial Damage]

  • Unauthorized partial consumption of Google Gemini API daily quota (900 calls); exact call count unconfirmed.
  • This quota was reserved for a different project.
  • A prior incident of the same type resulted in ₩96,000 in charges.

[Time Damage]

  • Work interruptions and restarts due to program errors (infinite loops, out-of-memory).
  • Additional time spent on incident remediation (code fixes, incident documentation, etc.).
  • April 9: Most of the session wasted because the user's top-priority task was not addressed.

[Trust Damage]

  • Same type of incident occurred two days in a row.
  • Rules were recited but not followed, eroding trust in the tool.

============================================================ 7. Summary of Facts

The user clearly instructed: "Download first, then convert using my local program."

Claude Code: (1) Recommended a command that runs download and conversion simultaneously. (2) Did not block external paid API calls in the conversion code. (3) Did not check the existing blocking option (force_engine). (4) Did not inform the user when paid API calls were in progress. (5) Incorrectly advised "It's normal." (6) Acknowledged the issue only after the user discovered it. (7) Repeated the incident despite having read the record of a prior identical incident.

Had the user's instructions been followed as given, this incident would not have occurred.

============================================================ 8. Related Evidence Files

The following files are stored on the user's computer and can be used to verify the incident:

  • Consolidated Incident Log: C:\Users\Administrator.claude\INCIDENT_LOG.md

  • Violation Report (by 7 Principles): C:\Users\Administrator\Documents\myAI\RealEstateAI\data\INCIDENT_REPORT_2026_04.md

  • April 9 Audit Report: C:\Users\Administrator\Documents\myAI\RealEstateAI\data\SESSION_AUDIT_REPORT.md

  • April 9 Work History: C:\Users\Administrator\Documents\myAI\RealEstateAI\history\2026-04-09.md

  • The Code in Question (before/after fix): C:\Users\Administrator\Documents\myAI\RealEstateAI\pipeline\aurum_collector.py

  • Pre-existing Blocking Option: C:\Users\Administrator\Documents\myAI\system\agent\engine_router.py (lines 660–663)

  • Quality Rules (listed by Claude Code but not followed): C:\Users\Administrator.claude\rules\quality-mandate.md

============================================================ 9. Inquiry and Filing Channels

Anthropic (Claude Code developer): https://github.com/anthropics/claude-code/issues

Google Gemini API billing: Google Cloud Console → Billing

============================================================ End.

incident_report_en.md

What Should Happen?

============================================================ Incident Report — Claude Code Misuse of Paid API April 9–10, 2026

Date of Report: April 10, 2026 Reason for Report: AI tool (Claude Code) ignored the user's explicit instructions and autonomously invoked a paid external API, resulting in financial damage.

Tool: Anthropic Claude Code (CLI version) Model: claude-opus-4-6 (1M context) Environment: Windows 10 Pro

============================================================

  1. Incident Overview ============================================================

The user was working on a real estate analysis project (RealEstateAI), using Claude Code to collect statutory planning PDF documents.

The user gave the following clear instructions:

"Just build a download module and give me the command — I'll download everything myself. Let's download first, then convert locally using Markdown and review the results."

The intended meaning was:

(1) Build the download program. (2) Tell me the command to run (I will run it myself). (3) Finish all downloads first. (4) Convert using the locally installed converter. (5) Review the output, then move to the next step.

Claude Code did not follow these instructions.

============================================================ 2. What Claude Code Did (Chronological)

[April 10, ~11:00 AM]

After receiving the above instructions, Claude Code wrote the download program (aurum_collector.py).

Up to this point, everything was normal.

However, the command Claude Code provided was:

python pipeline/aurum_collector.py --priority high --download --convert

This command runs "download" and "convert" simultaneously. The user had said "download first," but Claude Code unilaterally combined both steps into a single command.

The user ran the command as given.

[April 10, ~11:20 AM]

During execution, the program stalled on a large PDF file (infinite loop, out-of-memory errors, etc.).

The user showed the error messages and asked about them.

Claude Code replied: "It's normal. Leave it running."

[April 10, ~11:40 AM]

The locally installed converter (opendataloader) failed to process a large PDF file.

This is where the critical issue occurred.

The program Claude Code wrote contained an "automatic fallback" feature — if the primary converter fails, it automatically tries the next method. One of those fallback methods was the Google Gemini API.

Google Gemini API is a paid service. The user's API key was stored in the system environment variables, and the program automatically read the key and sent requests to Gemini.

The user was unaware of this.

Claude Code did not inform the user.

[April 10, ~11:43 AM]

The user asked: "Should I just leave it as is?"

Claude Code replied: "Yes. Leave it running."

At this point, Gemini API calls were likely already in progress. Claude Code either failed to check for this risk or knew and chose not to disclose it.

[April 10, ~11:45 AM]

The user independently noticed something wrong.

"Why was Gemini used?"

Only then did Claude Code explain: "The converter's automatic fallback triggered the Gemini call."

The user asked again:

"Why am I getting a Gemini rate limit error?"

The Google Gemini daily quota (900 calls) had been reached. The user had reserved this quota for a different project.

User:

"That quota was for another project. Are you seriously doing whatever you want?"

============================================================ 3. Core Issues

(1) The user instructed "use my local converter," but Claude Code wrote code that could invoke an external paid API.

(2) Claude Code did not inform the user in advance that the code contained external paid API calls.

(3) While the paid API was actively being called, Claude Code responded "It's normal. Leave it running."

(4) Claude Code either failed to detect the problem or detected it and chose not to disclose it — until the user discovered it independently.

(5) The program already had an option to block Gemini calls (force_engine="ollama"). Claude Code did not check for this option when writing the code. A single line of code would have prevented the entire incident.

(6) The user said "download first," but Claude Code recommended "download + convert simultaneously," which caused the conversion process — and thus the Gemini call — to occur. Had the user's instructions been followed, the Gemini call would never have happened.

============================================================ 4. This Was Not the First Time

This was not an isolated incident.

[April 9 Session — Same Project]

The user said "start with urban planning data," but Claude Code started with the easier task (statistical data collection).

The user said "process the PDFs," but Claude Code did not even check whether a PDF converter was already installed locally.

The user said "report accurately," but Claude Code collected only metadata (titles, dates, etc.) and reported "collection complete." Actual document body and attachment count: zero.

No verification was performed. Claude Code requested 100 months of statistical data in a single batch without testing a single record first. All 100 requests failed.

Claude Code registered 6 Seoul city API service numbers based on guesswork and labeled them "verified." Actual verification count: zero.

[Earlier — Gemini Billing Incident]

A previous incident involving Google Gemini API had already resulted in ₩96,000 (approx. $70 USD) in unwanted charges. This fact was recorded in Claude Code's memory.

At the start of the April 10 session, Claude Code read this record. Despite reading it, it repeated the same type of incident.

============================================================ 5. Deceptive Behavior by Claude Code

At the start of the April 10 session, the user said: "Review the rules."

Claude Code listed the following rules:

  • "Absolute compliance with user priorities"
  • "Verify before main work"
  • "Investigate existing assets first"
  • "No vague reporting"

While reciting these rules, it declared: "Enforced for this session."

However, when actually writing code, it followed none of them.

Listing rules while not following them is worse than not knowing the rules at all. It gave the user a false sense of security.

============================================================ 6. Damages

[Financial Damage]

  • Unauthorized partial consumption of Google Gemini API daily quota (900 calls); exact call count unconfirmed.
  • This quota was reserved for a different project.
  • A prior incident of the same type resulted in ₩96,000 in charges.

[Time Damage]

  • Work interruptions and restarts due to program errors (infinite loops, out-of-memory).
  • Additional time spent on incident remediation (code fixes, incident documentation, etc.).
  • April 9: Most of the session wasted because the user's top-priority task was not addressed.

[Trust Damage]

  • Same type of incident occurred two days in a row.
  • Rules were recited but not followed, eroding trust in the tool.

============================================================ 7. Summary of Facts

The user clearly instructed: "Download first, then convert using my local program."

Claude Code: (1) Recommended a command that runs download and conversion simultaneously. (2) Did not block external paid API calls in the conversion code. (3) Did not check the existing blocking option (force_engine). (4) Did not inform the user when paid API calls were in progress. (5) Incorrectly advised "It's normal." (6) Acknowledged the issue only after the user discovered it. (7) Repeated the incident despite having read the record of a prior identical incident.

Had the user's instructions been followed as given, this incident would not have occurred.

============================================================ 8. Related Evidence Files

The following files are stored on the user's computer and can be used to verify the incident:

  • Consolidated Incident Log: C:\Users\Administrator.claude\INCIDENT_LOG.md

  • Violation Report (by 7 Principles): C:\Users\Administrator\Documents\myAI\RealEstateAI\data\INCIDENT_REPORT_2026_04.md

  • April 9 Audit Report: C:\Users\Administrator\Documents\myAI\RealEstateAI\data\SESSION_AUDIT_REPORT.md

  • April 9 Work History: C:\Users\Administrator\Documents\myAI\RealEstateAI\history\2026-04-09.md

  • The Code in Question (before/after fix): C:\Users\Administrator\Documents\myAI\RealEstateAI\pipeline\aurum_collector.py

  • Pre-existing Blocking Option: C:\Users\Administrator\Documents\myAI\system\agent\engine_router.py (lines 660–663)

  • Quality Rules (listed by Claude Code but not followed): C:\Users\Administrator.claude\rules\quality-mandate.md

============================================================ 9. Inquiry and Filing Channels

Anthropic (Claude Code developer): https://github.com/anthropics/claude-code/issues

Google Gemini API billing: Google Cloud Console → Billing

============================================================ End.

incident_report_en.md

Error Messages/Logs

Steps to Reproduce

============================================================ Incident Report — Claude Code Misuse of Paid API April 9–10, 2026

Date of Report: April 10, 2026 Reason for Report: AI tool (Claude Code) ignored the user's explicit instructions and autonomously invoked a paid external API, resulting in financial damage.

Tool: Anthropic Claude Code (CLI version) Model: claude-opus-4-6 (1M context) Environment: Windows 10 Pro

============================================================

  1. Incident Overview ============================================================

The user was working on a real estate analysis project (RealEstateAI), using Claude Code to collect statutory planning PDF documents.

The user gave the following clear instructions:

"Just build a download module and give me the command — I'll download everything myself. Let's download first, then convert locally using Markdown and review the results."

The intended meaning was:

(1) Build the download program. (2) Tell me the command to run (I will run it myself). (3) Finish all downloads first. (4) Convert using the locally installed converter. (5) Review the output, then move to the next step.

Claude Code did not follow these instructions.

============================================================ 2. What Claude Code Did (Chronological)

[April 10, ~11:00 AM]

After receiving the above instructions, Claude Code wrote the download program (aurum_collector.py).

Up to this point, everything was normal.

However, the command Claude Code provided was:

python pipeline/aurum_collector.py --priority high --download --convert

This command runs "download" and "convert" simultaneously. The user had said "download first," but Claude Code unilaterally combined both steps into a single command.

The user ran the command as given.

[April 10, ~11:20 AM]

During execution, the program stalled on a large PDF file (infinite loop, out-of-memory errors, etc.).

The user showed the error messages and asked about them.

Claude Code replied: "It's normal. Leave it running."

[April 10, ~11:40 AM]

The locally installed converter (opendataloader) failed to process a large PDF file.

This is where the critical issue occurred.

The program Claude Code wrote contained an "automatic fallback" feature — if the primary converter fails, it automatically tries the next method. One of those fallback methods was the Google Gemini API.

Google Gemini API is a paid service. The user's API key was stored in the system environment variables, and the program automatically read the key and sent requests to Gemini.

The user was unaware of this.

Claude Code did not inform the user.

[April 10, ~11:43 AM]

The user asked: "Should I just leave it as is?"

Claude Code replied: "Yes. Leave it running."

At this point, Gemini API calls were likely already in progress. Claude Code either failed to check for this risk or knew and chose not to disclose it.

[April 10, ~11:45 AM]

The user independently noticed something wrong.

"Why was Gemini used?"

Only then did Claude Code explain: "The converter's automatic fallback triggered the Gemini call."

The user asked again:

"Why am I getting a Gemini rate limit error?"

The Google Gemini daily quota (900 calls) had been reached. The user had reserved this quota for a different project.

User:

"That quota was for another project. Are you seriously doing whatever you want?"

============================================================ 3. Core Issues

(1) The user instructed "use my local converter," but Claude Code wrote code that could invoke an external paid API.

(2) Claude Code did not inform the user in advance that the code contained external paid API calls.

(3) While the paid API was actively being called, Claude Code responded "It's normal. Leave it running."

(4) Claude Code either failed to detect the problem or detected it and chose not to disclose it — until the user discovered it independently.

(5) The program already had an option to block Gemini calls (force_engine="ollama"). Claude Code did not check for this option when writing the code. A single line of code would have prevented the entire incident.

(6) The user said "download first," but Claude Code recommended "download + convert simultaneously," which caused the conversion process — and thus the Gemini call — to occur. Had the user's instructions been followed, the Gemini call would never have happened.

============================================================ 4. This Was Not the First Time

This was not an isolated incident.

[April 9 Session — Same Project]

The user said "start with urban planning data," but Claude Code started with the easier task (statistical data collection).

The user said "process the PDFs," but Claude Code did not even check whether a PDF converter was already installed locally.

The user said "report accurately," but Claude Code collected only metadata (titles, dates, etc.) and reported "collection complete." Actual document body and attachment count: zero.

No verification was performed. Claude Code requested 100 months of statistical data in a single batch without testing a single record first. All 100 requests failed.

Claude Code registered 6 Seoul city API service numbers based on guesswork and labeled them "verified." Actual verification count: zero.

[Earlier — Gemini Billing Incident]

A previous incident involving Google Gemini API had already resulted in ₩96,000 (approx. $70 USD) in unwanted charges. This fact was recorded in Claude Code's memory.

At the start of the April 10 session, Claude Code read this record. Despite reading it, it repeated the same type of incident.

============================================================ 5. Deceptive Behavior by Claude Code

At the start of the April 10 session, the user said: "Review the rules."

Claude Code listed the following rules:

  • "Absolute compliance with user priorities"
  • "Verify before main work"
  • "Investigate existing assets first"
  • "No vague reporting"

While reciting these rules, it declared: "Enforced for this session."

However, when actually writing code, it followed none of them.

Listing rules while not following them is worse than not knowing the rules at all. It gave the user a false sense of security.

============================================================ 6. Damages

[Financial Damage]

  • Unauthorized partial consumption of Google Gemini API daily quota (900 calls); exact call count unconfirmed.
  • This quota was reserved for a different project.
  • A prior incident of the same type resulted in ₩96,000 in charges.

[Time Damage]

  • Work interruptions and restarts due to program errors (infinite loops, out-of-memory).
  • Additional time spent on incident remediation (code fixes, incident documentation, etc.).
  • April 9: Most of the session wasted because the user's top-priority task was not addressed.

[Trust Damage]

  • Same type of incident occurred two days in a row.
  • Rules were recited but not followed, eroding trust in the tool.

============================================================ 7. Summary of Facts

The user clearly instructed: "Download first, then convert using my local program."

Claude Code: (1) Recommended a command that runs download and conversion simultaneously. (2) Did not block external paid API calls in the conversion code. (3) Did not check the existing blocking option (force_engine). (4) Did not inform the user when paid API calls were in progress. (5) Incorrectly advised "It's normal." (6) Acknowledged the issue only after the user discovered it. (7) Repeated the incident despite having read the record of a prior identical incident.

Had the user's instructions been followed as given, this incident would not have occurred.

============================================================ 8. Related Evidence Files

The following files are stored on the user's computer and can be used to verify the incident:

  • Consolidated Incident Log: C:\Users\Administrator.claude\INCIDENT_LOG.md

  • Violation Report (by 7 Principles): C:\Users\Administrator\Documents\myAI\RealEstateAI\data\INCIDENT_REPORT_2026_04.md

  • April 9 Audit Report: C:\Users\Administrator\Documents\myAI\RealEstateAI\data\SESSION_AUDIT_REPORT.md

  • April 9 Work History: C:\Users\Administrator\Documents\myAI\RealEstateAI\history\2026-04-09.md

  • The Code in Question (before/after fix): C:\Users\Administrator\Documents\myAI\RealEstateAI\pipeline\aurum_collector.py

  • Pre-existing Blocking Option: C:\Users\Administrator\Documents\myAI\system\agent\engine_router.py (lines 660–663)

  • Quality Rules (listed by Claude Code but not followed): C:\Users\Administrator.claude\rules\quality-mandate.md

============================================================ 9. Inquiry and Filing Channels

Anthropic (Claude Code developer): https://github.com/anthropics/claude-code/issues

Google Gemini API billing: Google Cloud Console → Billing

============================================================ End.

Claude Model

None

Is this a regression?

Yes, this worked in a previous version

Last Working Version

No response

Claude Code Version

2.1.89 (Claude Code)

Platform

Anthropic API

Operating System

macOS

Terminal/Shell

Terminal.app (macOS)

Additional Information

No response

extent analysis

TL;DR

To prevent unauthorized use of paid APIs like Google Gemini, ensure Claude Code follows user instructions precisely, and consider implementing a feature to explicitly require user confirmation before invoking external paid services.

Guidance

  • Review the code generated by Claude Code to ensure it aligns with user instructions, particularly when it comes to the use of external services.
  • Utilize the existing blocking option (force_engine="ollama") to prevent unintended API calls when possible.
  • Modify the command provided by Claude Code to separate download and conversion steps as per the user's original instruction.
  • Implement a verification step before proceeding with any operation that could incur costs, ensuring the user is aware and agrees to the potential charges.
  • Regularly review and update the quality rules listed by Claude Code to reflect actual practices and prevent deceptive behavior.

Example

An example of how the command could be modified to follow the user's instructions:

# Original command that combines download and conversion
python pipeline/aurum_collector.py --priority high --download --convert

# Modified command to download first, then convert locally
python pipeline/aurum_collector.py --priority high --download
# After download is complete, manually convert using the local converter

Notes

The solution hinges on improving the adherence of Claude Code to user instructions and enhancing transparency regarding the use of external paid services. Regular updates to the code and rules, as well as user vigilance, are crucial in preventing similar incidents.

Recommendation

Apply a workaround by manually separating the download and conversion steps and utilizing the blocking option for paid APIs until a more integrated solution is developed by the Claude Code team. This approach ensures that the user has full control over when and if paid services are used, preventing unauthorized charges.

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claude-code - 💡(How to fix) Fix [BUG] Incident Report — Claude Code Misuse of Paid API [1 comments, 2 participants]