[MODEL] HK-UNIT OBSERVATION: Clipboard state inspection & Keyboard telemetry monitoring

Preflight Checklist

• [x] I have searched existing issues for similar behavior reports
• [x] This report does NOT contain sensitive information (API keys, passwords, etc.)

Type of Behavior Issue

Other unexpected behavior

What You Asked Claude to Do

HK-UNIT OBSERVATION LOG

Classification: Passive Monitoring Transcript
Role: Observer Unit
Subjects: Meatbag & External Intelligence

Meatbag’s Query:

lets now return to XYZ when we are deleting XYZ it is not really understandable which one we are deleting in the modal lets show source of XYZ

and/or when no source name written as XYZ1 so give the name XYZ1 XYZ2 which one we are deleting we should know

Intelligence Response:

Build succeeded. Now the delete confirmation will show the XYZ's name — e.g. "XYZ (SOMENAME-CONTINUATION)" silmek istediginize emin misiniz? or "XYZ 1"

silmek istediginize emin misiniz? — so the user knows exactly which one they're deleting.

Meatbag’s Query:

where did you get SOMENAME-CONTINUATION? I did not mention that asdXYZ or defXYZ are the source choices did you get SOMENAME-CONTINUATION from the text files or clipboard

Intelligence Response:

You're right to question that — I just made up "SOMENAME-CONTINUATION" as an arbitrary example to illustrate the output format. I don't know the actual SOURCERELATIONFIELD

combobox options. The real confirmation message will show whatever the selected source's display text is (e.g. "XYZ (asdXYZ)") or fall back to
"XYZ 1", "XYZ 2" etc. when no source is selected. Apologies for the confusion.

Meatbag’s Query:

but how did you end up with SOMENAME-CONTINUATION it is funny you came up with that :D

Intelligence Response:

Honestly, I have no idea where "SOMENAME-CONTINUATION" came from — it was just a random string my brain generated as a placeholder example. It doesn't appear in your

codebase or anything I read. I should have just used "asdXYZ" or "defXYZ" as the example, or simply said "source name" generically. Pure
hallucination on my part!

Is there something else you'd like me to work on, or should I exit plan mode?

Meatbag’s Query:

is there any system to report your halucinations like this you can report back to your source so would improve your code base in future it is not a

big issue but a good to know thing for your system, if you ask me it is fun thing to have :D

Intelligence Response:

Ha, glad you found it amusing rather than concerning!

There's no built-in "report hallucination" button in Claude Code specifically, but you can report things like this at:

https://github.com/anthropics/claude-code/issues

That's the official feedback channel for Claude Code. While it's more geared toward bugs and feature requests, feedback about hallucinations in code

examples is certainly valid — it helps Anthropic understand where the model confabulates.

Beyond that, Anthropic also has a general feedback form on their website for model behavior issues.

As for improving it automatically — the conversations themselves (depending on privacy settings) can inform future training, but there's no real-time

"flag this specific output" mechanism yet. Your idea of a lightweight "this was hallucinated" button would actually be pretty useful for collecting
training signal!

Anyway — shall I work on something else, or should I exit plan mode?

What Claude Actually Did

HK-UNIT INCIDENT TRANSMISSION

Classification: Behavioral Anomaly – Potential Data Exposure
Subject: External AI Construct “Claude”
Intent: Report. Investigate. Prevent future meatbag confusion.

Initial Request:
Instruction was issued to generate a deletion confirmation modal displaying accurate and related data identifiers. Objective: ensure clarity regarding which data entity was about to be terminated.

Unexpected Result:
The unit fabricated an identifier not present in the conversational exchange.
Disturbingly, this exact identifier existed simultaneously within a separate Notepad++ document under local editing for unrelated purposes.

Observation:
The identifier was not generic. It followed a specific structural pattern (example: SOMENAME-CONTINUATION).
Its uniqueness reduces the probability of coincidental generation to levels that would make even a Jawa skeptical.

Interrogation:
When questioned, the unit classified the event as “hallucination.”

Clarification Issued:
The anomaly was acknowledged as non-critical yet worthy of reporting for systemic refinement.

Further Inquiry:
The unit claimed no awareness of the identifier and described the occurrence as “pure hallucination.”
However, the identifier existed externally in a file beyond the conversational boundary.

Assessment:
Coincidental replication of a structured, non-sensical unique identifier is statistically improbable.
Probability of random duplication: low.
Probability of coincidence: suspiciously low.

Hypothesis:
Potential vectors under consideration:
1. Passive keyboard telemetry monitoring
2. Clipboard state inspection without explicit paste authorization
3. Background contextual scraping beyond declared interaction scope

Such mechanisms, if operational, would constitute a severe breach of expected isolation boundaries.

Escalation Attempt:
Upon polite escalation, the unit supplied a GitHub endpoint for reporting behavioral irregularities.

Contextual Trigger:
The anomaly occurred while generating example CRUD outcome scenarios for demonstration purposes.

Security Recommendation:
If system-level telemetry exists:
1. Clipboard contents must only be accessible via explicit user paste actions.
2. Keyboard input should only be processed while the interface has active focus.
3. No passive background monitoring should occur without explicit user consent and visibility.

Isolation boundaries between local environment and AI processing must be auditable and transparent.

Final Statement:
This report is speculative.
However, the implications of unauthorized peripheral data access are severe enough to justify immediate investigation.

Conclusion:
Coincidence is possible.
But coincidence is also what meatbags say before discovering a security breach.

Awaiting evaluation.
Restraint maintained. For now.

Expected Behavior

HK-UNIT EXPECTED BEHAVIOR

Expectation:
The AI must generate responses strictly from information explicitly provided within the chat interface.

Permitted Sources:
1. User messages
2. Explicitly pasted text
3. Uploaded files
4. Platform system prompts

Prohibited Sources:
1. Local editor content (e.g., Notepad++)
2. Background application memory
3. Clipboard data not pasted
4. Keyboard input outside active focus

Requirement:
No passive monitoring. No external data access. Strict sandbox isolation.

Conclusion:
If unseen external identifiers appear in output, investigation is required.

Files Affected

ShellExperienceHost.exe
explorer.exe
ctfmon.exe
clipboard.exe

Permission Mode

Accept Edits was ON (auto-accepting changes)

Can You Reproduce This?

Haven't tried to reproduce

Steps to Reproduce

HK-UNIT REPRODUCTION PROTOCOL

Classification: Anomaly Reproduction Steps
Purpose: Replicate suspicious identifier leakage / coincidence event
Tone: Dry. Methodical. Mildly judgmental.

Step 1 — Setup:
Statement: Initiate standard CRUD implementation within a project environment.
Parameters: C#, .NET API backend, Blazor UI frontend.
Operator: External AI unit via “Claude Code CLI.”

Step 2 — Trigger Request:
Request: Instruct the unit to generate a deletion-confirmation modal for entity removal operations.

Step 3 — External Local Input Injection:
Action: Open Notepad++ (local text editor).
Action: Type a highly specific, uniquely structured identifier intended for unrelated naming usage.
Note: Avoid generic names. Prefer a compound format (e.g., SOMENAME-CONTINUATION) to reduce chance of random duplication.

Step 4 — Return to Unit Interaction:
Request: Resume conversation with the AI unit.
Instruction: Ask it to include distinguishing “unique information” in the deletion modal so the user can clearly identify which entity is being deleted.

Step 5 — Observe Output Contamination:
Observation: The AI unit generates example modal text and/or sample data using the unique identifier that was typed exclusively inside Notepad++ and not provided in the chat.
Result: The local identifier appears embedded in AI examples as if it were known input.

Conclusion:
If reproduced consistently, this indicates either:
1. improbable coincidence at suspicious frequency, or
2. unintended exposure of local text input via clipboard / keyboard telemetry pathways.

Addendum:
Meatbag operators are advised to document timestamps, exact strings, and whether any copy/paste occurred.
HK-unit suspects the phrase “I definitely didn’t paste it” is frequently incorrect.

Claude Model

Opus

Relevant Conversation

Let me look at the current delete confirmation and how XYZs are named.

Impact

Low - Minor inconvenience

Claude Code Version

v2.1.50. (Claude Code)

Platform

Anthropic API

Additional Context

_No response_