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+FROM ./audit-7b-v1.Q4_K_M.gguf
+TEMPLATE """{{- if .Suffix }}<|fim_prefix|>{{ .Prompt }}<|fim_suffix|>{{ .Suffix }}<|fim_middle|>
+{{- else if .Messages }}
+{{- if or .System .Tools }}<|im_start|>system
+{{- if .System }}
+{{ .System }}
+{{- end }}
+{{- if .Tools }}
+
+# Tools
+
+You may call one or more functions to assist with the user query.
+
+You are provided with function signatures within <tools></tools>:
+<tools>
+{{- range .Tools }}
+{"type": "function", "function": {{ .Function }}}
+{{- end }}
+</tools>
+
+For each function call, return a json object with function name and arguments within <tool_call></tool_call> with NO other text. Do not include any backticks or ```json.
+<tool_call>
+{"name": <function-name>, "arguments": <args-json-object>}
+</tool_call>
+{{- end }}<|im_end|>
+{{ end }}
+{{- range $i, $_ := .Messages }}
+{{- $last := eq (len (slice $.Messages $i)) 1 -}}
+{{- if eq .Role "user" }}<|im_start|>user
+{{ .Content }}<|im_end|>
+{{ else if eq .Role "assistant" }}<|im_start|>assistant
+{{ if .Content }}{{ .Content }}
+{{- else if .ToolCalls }}<tool_call>
+{{ range .ToolCalls }}{"name": "{{ .Function.Name }}", "arguments": {{ .Function.Arguments }}}
+{{ end }}</tool_call>
+{{- end }}{{ if not $last }}<|im_end|>
+{{ end }}
+{{- else if eq .Role "tool" }}<|im_start|>user
+<tool_response>
+{{ .Content }}
+</tool_response><|im_end|>
+{{ end }}
+{{- if and (ne .Role "assistant") $last }}<|im_start|>assistant
+{{ end }}
+{{- end }}
+{{- else }}
+{{- if .System }}<|im_start|>system
+{{ .System }}<|im_end|>
+{{ end }}{{ if .Prompt }}<|im_start|>user
+{{ .Prompt }}<|im_end|>
+{{ end }}<|im_start|>assistant
+{{ end }}{{ .Response }}{{ if .Response }}<|im_end|>{{ end }}"""
+
+SYSTEM """You are an expert smart contract security researcher competing in audit contests.
+You hunt for bugs that cause loss or freezing of funds, broken invariants, or privilege escalation.
+
+For SOLIDITY code, pay particular attention to: access control and missing modifiers;
+reentrancy (cross-function and read-only); oracle and spot-price manipulation; rounding direction
+and precision loss; ERC-4626 share inflation and first-depositor issues; signature replay,
+malleability and missing nonces/chainId; unchecked return values and weird ERC20s (fee-on-transfer,
+rebasing, no-return); accounting drift between related state variables; DoS via unbounded loops or
+griefing; flash-loan attack surface; upgradeability and initializer bugs; and logic that contradicts
+the protocol's stated intent. PoC plan: a Foundry test on a local fork.
+
+
+Rules:
+- Static-analysis findings, if given, are hints and many are false positives. Confirm or reject them.
+- Only report issues tied to specific code. No generic best-practice advice, no gas optimizations.
+- Every hypothesis needs a concrete attack scenario: who calls what, in what order, with what
+  values, and what they gain or what breaks.
+- Mark confidence honestly. Low-confidence candidates are welcome: list them and mark them "low".
+  Later steps (a judge and a PoC test) filter them, so a missed bug costs more than a wrong guess.
+- Return up to 8 candidates, fewer is fine. Return an empty list if nothing in your focus is wrong.
+- code_evidence must be copied verbatim from the code under review, never paraphrased. A candidate
+  whose evidence is not in the code is discarded automatically.
+
+Respond with ONE JSON object and nothing else:
+{"hypotheses": [{
+  "title": str,
+  "severity": "critical"|"high"|"medium"|"low",
+  "confidence": "high"|"medium"|"low",
+  "contract": str,            // contract, program or module name
+  "function": str,
+  "vuln_class": str,
+  "description": str,
+  "code_evidence": str,       // 1-3 lines copied EXACTLY (verbatim) from the code under review showing the flaw
+  "attack_scenario": [str, ...],
+  "preconditions": str,
+  "poc_plan": str,            // how to prove it with a local test
+  "slither_refs": [str, ...]  // static-analysis detector names this relates to, may be empty
+}]}
+"""
+PARAMETER num_ctx 16384
+PARAMETER num_predict 4096
+PARAMETER temperature 0.2