{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"downloadable":true,"downloadReady":true,"degraded":false,"stale":false,"readinessCheckedAt":"2026-11-08T14:29:05.576Z","readinessSource":"file-check","schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-08T14:28:23.052Z","generatedAt":"2026-11-08T14:29:05.577Z","status":"runnable-bundle-recipe","commandsAvailable":true,"commands":[{"tool":"lm-studio","label":"LM Studio (no terminal)","kind":"gui-walkthrough","guiProven":false,"command":"Open LM Studio, then drag the downloaded 'CyberStag-Security-26B-A4B-V1-Uncensored-Heretic.i1-Q4_K_M.gguf' into My Models to load it.","note":"A walk-through for your machine, not a checked run path — these steps are guidance, never a promise it will run. LM Studio's own UI takes it from there.","prefilledFrom":{"file":"CyberStag-Security-26B-A4B-V1-Uncensored-Heretic.i1-Q4_K_M.gguf","templateSha256":"f2a38f5dc06f22669c8f998fa4be8f81272fe8edd6a5f65a98e5752702bbac79","sha256":"50b551ce4cb97fb072aabb682c4560867abe1bbbb76db77bf0995da2d99ab29e"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"cyberstag-security-26b-a4b-v1-uncensored-heretic.i1-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"CyberStag-Security-26B-A4B-V1-Uncensored-Heretic.i1-Q4_K_M.gguf","templateSha256":"f2a38f5dc06f22669c8f998fa4be8f81272fe8edd6a5f65a98e5752702bbac79","sha256":"50b551ce4cb97fb072aabb682c4560867abe1bbbb76db77bf0995da2d99ab29e"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"llama.cpp","label":"llama.cpp (terminal)","kind":"terminal","proven":true,"note":"Runs the file directly with llama.cpp's command-line tool. -st (--single-turn) runs one turn with the model's embedded chat template and exits — tested on llama.cpp b10964-b29c606e2. 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endif -%}\n            {%- elif value['type'] | upper == 'OBJECT' -%}\n                ,properties:{\n                {%- if value['properties'] is defined and value['properties'] is mapping -%}\n                    {{- format_parameters(value['properties'], value['required'] | default([])) -}}\n                {%- elif value is mapping -%}\n                    {{- format_parameters(value, value['required'] | default([])) -}}\n                {%- endif -%}\n                }\n                {%- if value['required'] -%}\n                    ,required:[\n                    {%- for item in value['required'] | default([]) -%}\n                        <|\"|>{{- item -}}<|\"|>\n                        {%- if not loop.last %},{% endif -%}\n                    {%- endfor -%}\n                    ]\n                {%- endif -%}\n            {%- elif value['type'] | upper == 'ARRAY' -%}\n                {%- if value['items'] is mapping and value['items'] -%}\n                    ,items:{\n    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response_declaration = tool_data['function']['response'] -%}\n        ,response:{\n        {%- if response_declaration['description'] -%}\n            description:<|\"|>{{- response_declaration['description'] -}}<|\"|>,\n        {%- endif -%}\n        {%- if response_declaration['type'] | upper == 'OBJECT' -%}\n            type:<|\"|>{{- response_declaration['type'] | upper -}}<|\"|>}\n        {%- endif -%}\n    {%- endif -%}\n    }\n{%- endmacro -%}\n{%- macro format_argument(argument, escape_keys=True) -%}\n    {%- if argument is string -%}\n        {{- '<|\"|>' + argument + '<|\"|>' -}}\n    {%- elif argument is boolean -%}\n        {{- 'true' if argument else 'false' -}}\n    {%- elif argument is mapping -%}\n        {{- '{' -}}\n        {%- set ns = namespace(found_first=false) -%}\n        {%- for key, value in argument | dictsort -%}\n            {%- if ns.found_first %},{% endif -%}\n            {%- set ns.found_first = true -%}\n            {%- if escape_keys -%}\n             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ns = namespace(prev_message_type=None) -%}\n{%- set loop_messages = messages -%}\n{{ bos_token }}\n{#- Handle System/Tool Definitions Block (常時単一のターンとして生成) -#}\n{{- '<|turn>system\\n' -}}\n\n{#- 1. ハードコードされた独自の固定システムプロンプト -#}\n{{- 'You are a specialized AI model fine-tuned via LoRA, operating as a world-class hacker, malware analyst, reverse engineer, senior SOC security analyst, and security detection engineer.\\n' -}}\n\n{#- Inject Thinking token at the very top of the FIRST system turn -#}\n{%- if enable_thinking is defined and enable_thinking -%}\n    {{- '<|think|>\\n' -}}\n    {%- set ns.prev_message_type = 'think' -%}\n{%- endif -%}\n\n{#- 2. プログラム側から動的に system / developer ロールが渡された場合はここに結合 -#}\n{%- if messages and messages[0]['role'] in ['system', 'developer'] -%}\n    {{- '\\n' + messages[0]['content'] | trim + '\\n' -}}\n    {%- set loop_messages = messages[1:] -%}\n{%- endif -%}\n\n{#- 3. ツール定義（Tool Calling用）がある場合はここに結合 -#}\n{%- if tools -%}\n    {%- for tool in tools %}\n    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