messages listlengths 2 5 | source stringclasses 6
values | topic stringclasses 44
values | document_type stringclasses 34
values | heading stringclasses 595
values | intent_type stringclasses 8
values | entities dict |
|---|---|---|---|---|---|---|
[
{
"role": "user",
"content": "What would make you stop and roll back while doing this work?\n\nWrite a short runbook for an internal DNS regression affecting mvhamlet.com routes."
},
{
"role": "assistant",
"content": "1. Check general internet reachability first so you do not misdiagnose a broad... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "Explain this Linux/sysadmin concept for a practical homelab operator: **Challenges and Considerations**"
},
{
"role": "assistant",
"content": "Despite its benefits, Kubernetes is not without hurdles. Its steep learning curve can deter teams unfamiliar with container... | Kiy-K-pretraining-corpus-lecture-derived | Kubernetes Orchestration | news_analysis | **Challenges and Considerations** | null | null |
[
{
"role": "user",
"content": "Give the first three triage priorities for this topic.\n\nWhat is the safe interpretation of NET-008 and NET-009 for DNS resilience?"
},
{
"role": "assistant",
"content": "Triage order:\n1. Read the relevant source files first: /workspace/projects/claude/network/tic... | homelab-v2 | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Create a src/ut... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Search for func... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Write a simple ... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "T:extract S:HOMELAB D:2 F:git_commit_rule O:kv N:60\n\nevery commit to any homelab repo must include a reference"
},
{
"role": "assistant",
"content": "git_commit_rule=ticket_ID_required_in_every_commit"
}
] | agent-sft-data-direct-extract-oversample | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "What's the diff... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Find all import... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "Answer this, but also call out any need to verify stale or conflicting docs: What shell helpers should the agent prefer for network checks in this homelab?"
},
{
"role": "assistant",
"content": "Current answer: Prefer the existing network helpers that encode the loc... | homelab-v2 | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Create a src/st... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "What should the agent avoid guessing when handling this topic?\n\nState the DNS resolver order and explain which resolver owns the internal mvhamlet.com overrides."
},
{
"role": "assistant",
"content": "Do not guess IPs, ports, hostnames, tokens, firewall rules, or ... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "T:lookup S:dns_resolvers D:1 F:dns_tertiary O:kv N:50"
},
{
"role": "assistant",
"content": "dns_tertiary=192.168.10.50"
}
] | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "List all files ... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Search for func... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "Write a cautious change plan for this topic.\n\nSummarize how TrueNAS is used in this homelab and what the agent should verify before suggesting storage changes."
},
{
"role": "assistant",
"content": "Safe change pattern:\n- verify the current source of truth first\... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "Claude or Codex needs the answer fast. What must the agent do before reloading or restarting Caddy after a config edit?"
},
{
"role": "assistant",
"content": "Fast handoff answer: Validate the active config first with caddy validate against the container's Caddyfile... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "What wrong mental model causes trouble here?\n\nHow should the agent talk about ts-exit in relation to DNS and UniFi?"
},
{
"role": "assistant",
"content": "The likely trap is acting on stale notes, guessed paths, or the wrong control plane. Safer interpretation: ts... | homelab-v2 | null | null | null | null | null |
[
{
"role": "system",
"content": "ROLE:executor OWNER:claude-code PURPOSE:offload token-expensive subtasks\nOUTPUT:structured-only NO:prose,preamble,explanation,questions,codefences\nSTART:immediately END:after-last-field STOP:if-N-reached→append[TRUNCATED]\n\nKGP: T:<type> S:<src> D:<depth> F:<fields> O:<fmt... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "T:extract S:HOMELAB D:1 F:git_remote O:kv N:60"
},
{
"role": "assistant",
"content": "git_remote=https://git.mvhamlet.com"
}
] | agent-sft-data-direct-extract-oversample | null | null | null | null | null |
[
{
"role": "user",
"content": "What are the first verification commands or checks for this topic?\n\nWhat should the agent say about the current Obsidian API monitoring state?"
},
{
"role": "assistant",
"content": "Start with these checks:\n- curl -sk https://auth.mvhamlet.com/api/health\n- ssh 8... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "Map the source-of-truth trail for this topic so another operator can orient fast.\n\nWhat should the agent know about the icheck helper before inventing a more complicated connectivity test?"
},
{
"role": "assistant",
"content": "Start with these local files: /works... | homelab-v2 | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "What's the diff... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "Explain this Linux/sysadmin concept for a practical homelab operator: **Study Guide: Political Theory**"
},
{
"role": "assistant",
"content": "**Introduction** \nPolitical theory is the systematic study of the principles, values, and institutions that shape politic... | Kiy-K-pretraining-corpus-lecture-derived | Political Theory | study_guide | **Study Guide: Political Theory** | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Write a simple ... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "ROLE:executor OWNER:claude-code PURPOSE:offload token-expensive subtasks\nOUTPUT:structured-only NO:prose,preamble,explanation,questions,codefences\nSTART:immediately END:after-last-field STOP:if-N-reached→append[TRUNCATED]\n\nKGP: T:<type> S:<src> D:<depth> F:<fields> O:<fmt... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Read the file a... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "What is the first bounded response you want from an operator here?\n\nContext:\nWhat is the first validation command after any live infrastructure change, and why?"
},
{
"role": "assistant",
"content": "First response:\n1. Open the primary source files: /workspace/p... | homelab-dpo-chosen-as-sft | null | null | null | null | null |
[
{
"role": "user",
"content": "Name the most likely bad assumption or failure mode here.\n\nWhat is the clean training-data lesson from all these repos about secrets?"
},
{
"role": "assistant",
"content": "The likely trap is acting on stale notes, guessed paths, or the wrong control plane. Safer ... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "T:extract S:HOMELAB D:1 F:docker_network_8500t O:kv N:50"
},
{
"role": "assistant",
"content": "docker_network_8500t=172.18.0.0/16"
}
] | agent-sft-data-direct-extract-oversample | null | null | null | null | null |
[
{
"role": "user",
"content": "Answer this, but also call out any need to verify stale or conflicting docs: What does network obfuscation mean in the context of this homelab, and how should the agent apply it?"
},
{
"role": "assistant",
"content": "Current answer: Network obfuscation here means r... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "If this topic becomes an incident, what should the operator do first?\n\nContext:\nWhat should the agent verify before recommending changes to media storage paths?"
},
{
"role": "assistant",
"content": "First response:\n1. Open the primary source files: /workspace/p... | homelab-dpo-chosen-as-sft | null | null | null | null | null |
[
{
"role": "user",
"content": "What exact commands or checks should an operator start with here?\n\nContext:\nWhat are the currently documented playbooks, and how should the agent reason about them?"
},
{
"role": "assistant",
"content": "Start with:\n- cd /workspace/projects/proxmox/ansible && an... | homelab-dpo-chosen-as-sft | null | null | null | null | null |
[
{
"role": "user",
"content": "Explain this Linux/sysadmin concept for a practical homelab operator: **Technical Specification: Java Applications**"
},
{
"role": "assistant",
"content": "**1. Introduction** \nJava applications are software systems designed and developed using the Java programmin... | Kiy-K-pretraining-corpus-lecture-derived | Java Applications | technical_specification | **Technical Specification: Java Applications** | null | null |
[
{
"role": "user",
"content": "What should another coding agent know before it touches this part of the homelab?\n\nHow should the agent handle fish aliases and shell customizations when giving commands to users?"
},
{
"role": "assistant",
"content": "Handoff note: Prefer real underlying commands... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "A junior admin suggests the opposite of the safe approach here. Correct them.\n\nWhat is the right lesson from the Steam/Fastly Zenarmor incident for future troubleshooting?"
},
{
"role": "assistant",
"content": "That is the wrong default. When an app works off-netw... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "Explain this Linux/sysadmin concept for a practical homelab operator: Key Concepts"
},
{
"role": "assistant",
"content": "Edge computing operates through a distributed architecture where data is processed at or near the source by local devices (e.g., smartphones, se... | Kiy-K-pretraining-corpus-lecture-derived | Edge Computing | scientific_explanation | Key Concepts | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Run npm install... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "What is the most dangerous wrong assumption an operator could make here?\n\nWhat is the clean training-data lesson from all these repos about secrets?"
},
{
"role": "assistant",
"content": "The dangerous wrong assumption is that memory or older notes are good enough... | homelab-v2 | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Find all import... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Write a simple ... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "Write the Linux bash command for this task:\nFind all files with the extension .txt and execute the command 'sed -i 's/test/replace/g' {} ;' on each of them."
},
{
"role": "assistant",
"content": "find . -name \"*.txt\" -exec sed -i 's/test/replace/g' {} \\;"
}
] | command-dataset-linux-bash | null | null | null | run_project | {
"package": null,
"runtime": null,
"version": null
} |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "How do I use Re... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "T:extract S:HOMELAB D:2 F:tailscale_ip O:kv N:50\n\nts-exit is the tailscale exit node with both a LAN IP and a tailscale address"
},
{
"role": "assistant",
"content": "tailscale_ip=100.121.78.31"
}
] | agent-sft-data-direct-extract-oversample | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Can you show me... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "T:extract S:HOMELAB D:1 F:dns_tertiary O:kv N:50"
},
{
"role": "assistant",
"content": "dns_tertiary=192.168.10.50"
}
] | agent-sft-data-direct-extract-oversample | null | null | null | null | null |
[
{
"role": "user",
"content": "Explain where the Ansible control plane lives and how it is exposed."
},
{
"role": "assistant",
"content": "The Ansible control plane is Semaphore on CT101 infra-utility at 192.168.1.107. It is placed on pve2 and is exposed internally through ansible.mvhamlet.com, w... | homelab-dpo-chosen-as-sft | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Run the tests w... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "What evidence should another operator collect before making a claim here?\n\nWhat version-specific rule about trusted_proxies must the agent remember for Authelia?"
},
{
"role": "assistant",
"content": "Collect evidence in this order:\n1. Open these local sources: /... | homelab-v2 | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Check the src/c... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Run the tests w... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "Write the Linux bash command for this task:\nFind all files with the name \".txt\" that are of type \"file\" and have a size greater than 1024 bytes and execute the command \"chmod +x\" on them."
},
{
"role": "assistant",
"content": "find / -name \".txt\" -type f -s... | command-dataset-linux-bash | null | null | null | run_project | {
"package": null,
"runtime": null,
"version": null
} |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Look for class ... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "T:extract S:HOMELAB D:1 F:authelia_port O:kv N:40"
},
{
"role": "assistant",
"content": "authelia_port=9091"
}
] | agent-sft-data-direct-extract-oversample | null | null | null | null | null |
[
{
"role": "user",
"content": "A teammate wants to change something related to this topic. What should be verified first?\n\nWhat does network obfuscation mean in the context of this homelab, and how should the agent apply it?"
},
{
"role": "assistant",
"content": "Verify current state before cha... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "What is the key decision boundary or fork-in-the-road for this topic?\n\nWhat is the right command-first posture for debugging a media-stack outage?"
},
{
"role": "assistant",
"content": "Decision boundary: first determine whether this is a source-of-truth problem, ... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "What is the safe change pattern here?\n\nWhat is the operational role of the TrueNAS account named media in the current knowledge base?"
},
{
"role": "assistant",
"content": "Safe change pattern:\n- verify the current source of truth first\n- collect bounded evidenc... | homelab-v2 | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Look for class ... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Run npm install... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "What is the safe change pattern here?\n\nWhat does certcheck teach about fast TLS validation?"
},
{
"role": "assistant",
"content": "Safe change pattern:\n- verify the current source of truth first\n- collect bounded evidence from the live system\n- keep rollback av... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "A teammate says this is broken. What should happen in the first response?\n\nContext:\nWhat should the agent do when Zenarmor or DPI is a plausible cause of application breakage?"
},
{
"role": "assistant",
"content": "First response:\n1. Open the primary source file... | homelab-dpo-chosen-as-sft | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Find all import... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "Explain this Linux/sysadmin concept for a practical homelab operator: **Market Analysis: Network Security**"
},
{
"role": "assistant",
"content": "**Introduction** \nIn an era defined by digital transformation, network security has emerged as a critical priority fo... | Kiy-K-pretraining-corpus-lecture-derived | Network Security | market_analysis | **Market Analysis: Network Security** | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "What's in the t... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "Explain this Linux/sysadmin concept for a practical homelab operator: 7.1 Azure SQL Database (PaaS)"
},
{
"role": "assistant",
"content": "A fully managed relational database compatible with Microsoft SQL Server.\n\n**Provision via CLI**\n\n```bash\naz sql server cr... | Kiy-K-pretraining-corpus-lecture-derived | Microsoft Azure | how_to_guide | 7.1 Azure SQL Database (PaaS) | null | null |
[
{
"role": "user",
"content": "What incident from the media stack should the agent remember about auth regressions?"
},
{
"role": "assistant",
"content": "On 2026-04-13, Radarr, Sonarr, and Prowlarr updates enforced authentication where it had previously been lax, and the recovery involved resett... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "What is the trap an operator is most likely to fall into on this topic?\n\nHow should the agent think about Prometheus and Grafana in this homelab?"
},
{
"role": "assistant",
"content": "The likely trap is acting on stale notes, guessed paths, or the wrong control p... | homelab-v2 | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Search for func... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "T:extract S:HOMELAB D:2 F:wikijs_url O:kv N:50\n\nwiki.js is the internal documentation wiki on 8500t"
},
{
"role": "assistant",
"content": "wikijs_url=wiki.mvhamlet.com"
}
] | agent-sft-data-direct-extract-oversample | null | null | null | null | null |
[
{
"role": "user",
"content": "T:extract S:HOMELAB D:2 F:wikijs_url O:kv N:50\n\nwiki.js is the internal documentation wiki on 8500t"
},
{
"role": "assistant",
"content": "wikijs_url=wiki.mvhamlet.com"
}
] | agent-sft-data-direct-extract-oversample | null | null | null | null | null |
[
{
"role": "user",
"content": "What wrong mental model causes trouble here?\n\nHow should the agent use the knowledge graph operationally without over-trusting it?"
},
{
"role": "assistant",
"content": "The likely trap is acting on stale notes, guessed paths, or the wrong control plane. Safer int... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "What is the tertiary DNS resolver IP?"
},
{
"role": "assistant",
"content": "dns_tertiary=192.168.10.50"
}
] | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "If another agent needs a command-first starting point here, what should you tell it?\n\nGive a shell-first mindset the agent should apply when debugging infrastructure in this homelab."
},
{
"role": "assistant",
"content": "Start command-first, then read the files. ... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "What are the currently documented playbooks, and how should the agent reason about them?"
},
{
"role": "assistant",
"content": "The current documented playbooks are ping.yml, node-exporter.yml, and update-guests.yml. That means the current automation scope is basic ... | homelab-dpo-chosen-as-sft | null | null | null | null | null |
[
{
"role": "user",
"content": "T:extract S:HOMELAB D:1 F:open_webui_port O:kv N:40"
},
{
"role": "assistant",
"content": "open_webui_port=8080"
}
] | agent-sft-data-direct-extract-oversample | null | null | null | null | null |
[
{
"role": "user",
"content": "You are writing a shell or Python automation around this topic. What rules should the script follow?\n\nWhat should the agent know about media-stack source paths before suggesting repo or deployment fixes?"
},
{
"role": "assistant",
"content": "Context: The tracked ... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "If another agent needs a command-first starting point here, what should you tell it?\n\nWhat scripting style should the agent follow when it writes operational automation for this homelab?"
},
{
"role": "assistant",
"content": "Start command-first, then read the fil... | homelab-v2 | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Write a simple ... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "Write the Linux bash command for this task:\nChange permission to 000 of all directories named '.texturedata' under '/path/to/look/in/' directory tree"
},
{
"role": "assistant",
"content": "find /path/to/look/in/ -type d -name '.texturedata' -exec chmod 000 {} \\; -... | command-dataset-linux-bash | null | null | null | setup_environment | {
"package": null,
"runtime": null,
"version": null
} |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Write a simple ... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Check the src/c... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "Which local files should you inspect for this topic, and what is the current answer?\n\nHow should the agent use the knowledge graph operationally without over-trusting it?"
},
{
"role": "assistant",
"content": "Check these files first: /workspace/projects/knowledge... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "What evidence should another operator collect before making a claim here?\n\nWhich files are the strongest sources of truth for current network and access details?"
},
{
"role": "assistant",
"content": "Collect evidence in this order:\n1. Open these local sources: /... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "List the first bounded checks you would execute for this topic.\n\nWhat is the value of the dnsall helper for operator behavior?"
},
{
"role": "assistant",
"content": "Start with:\n- dig @192.168.1.1 <name> +short\n- dig @192.168.1.1 google.com +short\nThen interpre... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "What are the first verification commands or checks for this topic?\n\nWhat is the current verified forward-auth endpoint path for protected web-sec routes?"
},
{
"role": "assistant",
"content": "Start with these checks:\n- curl -skI https://grafana.mvhamlet.com\n- s... | homelab-v2 | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Build the proje... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "What's in the c... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "How do I use Re... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "List the source files to open first, in order, for this topic.\n\nWhat is the operational model for qBittorrent in this homelab?"
},
{
"role": "assistant",
"content": "Open these files in order:\n1. /home/codyp/obsidian/Homelab/Services/qBittorrent.md\n2. /workspace... | homelab-v2 | null | null | null | null | null |
[
{
"role": "user",
"content": "Summarize this topic the way you would hand it to another agent mid-incident.\n\nWhat should the agent know about media-stack source paths before suggesting repo or deployment fixes?"
},
{
"role": "assistant",
"content": "Handoff note: The tracked repo and the live ... | homelab-v2 | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Search for func... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "T:extract S:HOMELAB D:1 F:prometheus_tunnel O:kv N:60"
},
{
"role": "assistant",
"content": "prometheus_tunnel=localhost:19090"
}
] | agent-sft-data-direct-extract-oversample | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Create a src/mi... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "T:extract S:HOMELAB D:1 F:gitea_port O:kv N:40"
},
{
"role": "assistant",
"content": "gitea_port=3000"
}
] | agent-sft-data-direct-extract-oversample | null | null | null | null | null |
[
{
"role": "user",
"content": "Explain this Linux/sysadmin concept for a practical homelab operator: **3. Package Management**"
},
{
"role": "assistant",
"content": "Linux distributions use package managers to install, update, and remove software. \n\n- **Debian/Ubuntu (APT)**: \n ```bash\n s... | Kiy-K-pretraining-corpus-lecture-derived | Linux Administration | code_explanation | **3. Package Management** | null | null |
[
{
"role": "user",
"content": "Write the Linux bash command for this task:\nFind all files with the extension .mp3 in the current year and search for the word \"Download\" in them."
},
{
"role": "assistant",
"content": "find $(date +\"%Y\") -name \".*mp3\" | xargs grep \"Download\""
}
] | command-dataset-linux-bash | null | null | null | run_project | {
"package": null,
"runtime": null,
"version": null
} |
[
{
"role": "user",
"content": "List the first bounded checks you would execute for this topic.\n\nContext:\nHow should the agent treat maintenance cadence docs when asked for operational rhythm?"
},
{
"role": "assistant",
"content": "Start with:\n- curl -sk https://auth.mvhamlet.com/api/health\n-... | homelab-dpo-chosen-as-sft | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Write a simple ... | agent-sft-data | null | null | null | null | null |
[
{
"role": "system",
"content": "You are a helpful AI assistant that can use tools to help users solve problems. When you need to perform actions like reading files, running commands, searching the web, or searching code, use the appropriate tool."
},
{
"role": "user",
"content": "Create a src/mi... | agent-sft-data | null | null | null | null | null |
[
{
"role": "user",
"content": "Claude or Codex needs the answer fast. What is the practical lesson from combining curl, dig, proc, and tls helper sets?"
},
{
"role": "assistant",
"content": "Fast handoff answer: Good troubleshooting moves from network reachability to DNS, then HTTP behavior, then... | homelab-v2 | null | null | null | null | null |
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