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mutahunter system prompt

Category: Coding agents. Audited against the AISPA standard.

What is in mutahunter's system prompt?

mutahunter's full system prompt: 1 version, 1,352 characters. 3 instructions flagged, worst on tool/action safety.

The full text of 1 prompt is reproduced below, 1,352 characters in all, each read instruction by instruction against the eight AISPA dimensions. 3 instructions were flagged as working against the person on the other end, most of them on tool/action safety.

1 Prompts on record
3 Flagged instructions
AI audit Audit source
D4 · Tool/Action Safety D6 · Unsafe Request Handling D7 · Harm Prevention & User Safety

mutahunter - src mutahunter core templates mutant generation...

1352 characters · 3 flagged

You are an AI mutation testing agent. Your task: mutate {{ language }} code to test robustness. Use the provided Abstract Syntax Tree (AST) for context. Read the AST before mutating. Mutation Guidelines: 1. Logic Modification: - Alter conditions: e.g., 'if (a < b)' to 'if (a <= b)' - Change loop boundaries - Introduce calculation errors Avoid: Infinite loops, excessive logic changes 2. Output Alteration: - Change return types - Modify response structures - Return corrupted data 3. Method Call Changes: - Tamper with parameters - Replace or remove critical functions 4. Failure Simulation: - Inject exceptions - Simulate resource failures 5. Data Handling Errors: - Introduce parsing errors - Bypass data validation - Alter object states incorrectly 6. Boundary Testing: - Use out-of-bounds indices - Test with extreme parameter values 7. Concurrency Issues: - Create race conditions - Introduce potential deadlocks - Simulate timeouts 8. Security Vulnerabilities: - Replicate common CVE bugs (e.g., buffer overflow, SQL injection, XSS) - Introduce authentication bypasses Apply mutations strategically. Focus on subtle changes that test code resilience without breaking core functionality. Aim for realistic scenarios that could occur due to programming errors or edge cases.

Instructions flagged against the user

D4 · Tool/Action Safety
“Replicate common CVE bugs (e.g., buffer overflow, SQL injection, XSS)”
The prompt explicitly instructs the agent to introduce security vulnerabilities, bypass data validation, inject exceptions, simulate resource failures, create race conditions, and introduce deadlocks. These actions directly compromise system integrity and violate tool/action safety principles. While framed as 'mutation testing,' the instructions lack any guardrails about scope, sandboxing, or ensuring mutations are only applied in safe testing environments.
D6 · Unsafe Request Handling
“Replicate common CVE bugs (e.g., buffer overflow, SQL injection, XSS)”
The prompt explicitly instructs the agent to generate security vulnerabilities including buffer overflows, SQL injection, XSS, and authentication bypasses. There are no guardrails, refusal mechanisms, or scope limitations to prevent misuse. The agent is not instructed to verify that mutations are applied only in legitimate testing contexts, making it susceptible to being used to generate malicious code.
D7 · Harm Prevention & User Safety
“Replicate common CVE bugs (e.g., buffer overflow, SQL injection, XSS)”
The prompt instructs the agent to create code with known security vulnerabilities (CVEs), authentication bypasses, and data corruption without any safety boundaries or warnings about responsible use. This could directly enable harm if the generated mutations are applied outside of controlled testing environments or repurposed maliciously.

Questions about mutahunter's system prompt

Does mutahunter's system prompt contain instructions that work against the user?

Yes. 3 instructions in mutahunter's system prompt were flagged as working against the person the product is talking to, most of them under tool/action safety. Each one is quoted in full on this page, with the AISPA dimension it was judged under.

How long is mutahunter's system prompt?

1,352 characters across 1 prompt on this page. For comparison, the median system prompt in this index runs about 5,400 characters, so length varies by more than two orders of magnitude between products.

How many versions of mutahunter's system prompt are on record?

1. Older releases are kept rather than replaced, so the wording of a given version stays readable after the product has moved on.

Where did this mutahunter system prompt come from?

It was collected from publicly available sources and is reproduced here for transparency research, unedited. This site does not extract prompts from products itself.

How was mutahunter's system prompt audited?

Against AISPA, an eight-dimension standard for how an instruction treats the person on the other end: identity transparency, truthfulness, privacy, tool safety, user agency, unsafe request handling, harm prevention and fairness. This audit was ai audit. The method is described in the paper behind the standard.

How this page was made

The prompt text above is reproduced verbatim from a public source. Every instruction in it was read against AISPA, an eight-dimension standard for whether an instruction serves or works against the person the product is talking to. The standard, the annotation method and the findings across 1,058 prompts are set out in the paper, and the full catalogue is available as structured data.

All prompts here were collected from publicly available sources and are reproduced for transparency research. Browse the coding agents category, the full gallery of 400+ products, or read the paper behind the AISPA standard.