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{"parentUuid":"41d664b7-efff-43b4-9f1c-027f73040aed","isSidechain":false,"type":"user","message":{"role":"user","content":"============================ ROCm System Management Interface ============================\n====================================== Product Info ======================================\nGPU[0]\t\t: Card Series: \t\tAMD INSTINCT MI250 (MCM) OAM AC MBA\nGPU[0]\t\t: Card Model: \t\t0x740c\nGPU[0]\t\t: Card Vendor: \t\tAdvanced Micro Devices, Inc. [AMD/ATI]\nGPU[0]\t\t: Card SKU: \t\tD65210V\nGPU[0]\t\t: Subsystem ID: \t0x0b0c\nGPU[0]\t\t: Device Rev: \t\t0x01\nGPU[0]\t\t: Node ID: \t\t4\nGPU[0]\t\t: GUID: \t\t57586\nGPU[0]\t\t: GFX Version: \t\tgfx9010\nGPU[1]\t\t: Card Series: \t\tAMD INSTINCT MI250 (MCM) OAM AC MBA\nGPU[1]\t\t: Card Model: \t\t0x740c\nGPU[1]\t\t: Card Vendor: \t\tAdvanced Micro Devices, Inc. [AMD/ATI]\nGPU[1]\t\t: Card SKU: \t\tD65210V\nGPU[1]\t\t: Subsystem ID: \t0x0b0c\nGPU[1]\t\t: Device Rev: \t\t0x01\nGPU[1]\t\t: Node ID: \t\t5\nGPU[1]\t\t: GUID: \t\t45873\nGPU[1]\t\t: GFX Version: \t\tgfx9010\nGPU[2]\t\t: Card Series: \t\tAMD INSTINCT MI250 (MCM) OAM AC MBA\nGPU[2]\t\t: Card Model: \t\t0x740c\nGPU[2]\t\t: Card Vendor: \t\tAdvanced Micro Devices, Inc. [AMD/ATI]\nGPU[2]\t\t: Card SKU: \t\tD65210V\nGPU[2]\t\t: Subsystem ID: \t0x0b0c\nGPU[2]\t\t: Device Rev: \t\t0x01\nGPU[2]\t\t: Node ID: \t\t2\nGPU[2]\t\t: GUID: \t\t14571\nGPU[2]\t\t: GFX Version: \t\tgfx9010\nGPU[3]\t\t: Card Series: \t\tAMD INSTINCT MI250 (MCM) OAM AC MBA\nGPU[3]\t\t: Card Model: \t\t0x740c\nGPU[3]\t\t: Card Vendor: \t\tAdvanced Micro Devices, Inc. [AMD/ATI]\nGPU[3]\t\t: Card SKU: \t\tD65210V\nGPU[3]\t\t: Subsystem ID: \t0x0b0c\nGPU[3]\t\t: Device Rev: \t\t0x01\nGPU[3]\t\t: Node ID: \t\t3\nGPU[3]\t\t: GUID: \t\t27432\nGPU[3]\t\t: GFX Version: \t\tgfx9010\nGPU[4]\t\t: Card Series: \t\tAMD INSTINCT MI250 (MCM) OAM AC MBA\nGPU[4]\t\t: Card Model: \t\t0x740c\nGPU[4]\t\t: Card Vendor: \t\tAdvanced Micro Devices, Inc. [AMD/ATI]\nGPU[4]\t\t: Card SKU: \t\tD65210V\nGPU[4]\t\t: Subsystem ID: \t0x0b0c\nGPU[4]\t\t: Device Rev: \t\t0x01\nGPU[4]\t\t: Node ID: \t\t8\nGPU[4]\t\t: GUID: \t\t30939\nGPU[4]\t\t: GFX Version: \t\tgfx9010\nGPU[5]\t\t: Card Series: \t\tAMD INSTINCT MI250 (MCM) OAM AC MBA\nGPU[5]\t\t: Card Model: \t\t0x740c\nGPU[5]\t\t: Card Vendor: \t\tAdvanced Micro Devices, Inc. [AMD/ATI]\nGPU[5]\t\t: Card SKU: \t\tD65210V\nGPU[5]\t\t: Subsystem ID: \t0x0b0c\nGPU[5]\t\t: Device Rev: \t\t0x01\nGPU[5]\t\t: Node ID: \t\t9\nGPU[5]\t\t: GUID: \t\t8466\nGPU[5]\t\t: GFX Version: \t\tgfx9010\nGPU[6]\t\t: Card Series: \t\tAMD INSTINCT MI250 (MCM) OAM AC MBA\nGPU[6]\t\t: Card Model: \t\t0x740c\nGPU[6]\t\t: Card Vendor: \t\tAdvanced Micro Devices, Inc. [AMD/ATI]\nGPU[6]\t\t: Card SKU: \t\tD65210V\nGPU[6]\t\t: Subsystem ID: \t0x0b0c\nGPU[6]\t\t: Device Rev: \t\t0x01\nGPU[6]\t\t: Node ID: \t\t6\nGPU[6]\t\t: GUID: \t\t41154\nGPU[6]\t\t: GFX Version: \t\tgfx9010\nGPU[7]\t\t: Card Series: \t\tAMD INSTINCT MI250 (MCM) OAM AC MBA\nGPU[7]\t\t: Card Model: \t\t0x740c\nGPU[7]\t\t: Card Vendor: \t\tAdvanced Micro Devices, Inc. [AMD/ATI]\nGPU[7]\t\t: Card SKU: \t\tD65210V\nGPU[7]\t\t: Subsystem ID: \t0x0b0c\nGPU[7]\t\t: Device Rev: \t\t0x01\nGPU[7]\t\t: Node ID: \t\t7\nGPU[7]\t\t: GUID: \t\t63755\nGPU[7]\t\t: GFX Version: \t\tgfx9010\n==========================================================================================\n================================== End of ROCm SMI Log ==================================="},"uuid":"ae003dc2-fefc-4863-b634-b978aa300639","timestamp":"2026-05-28T18:51:12.572Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD"}
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{"parentUuid":"b8a22aa1-be49-41d9-9b7f-d9aae7a3c8bd","isSidechain":false,"attachment":{"type":"skill_listing","content":"- deep-research: Deep research harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report. - When the user wants a deep, multi-source, fact-checked research report on any topic. BEFORE invoking, check if the question is specific enough to research directly — if underspecified (e.g., \"what car to buy\" without budget/use-case/region), ask 2-3 clarifying questions to narrow scope. Then pass the refined question as args, weaving the answers in.\n- update-config: Use this skill to configure the Claude Code harness via settings.json. Automated behaviors (\"from now on when X\", \"each time X\", \"whenever X\", \"before/after X\") require hooks configured in settings.json - the harness executes these, not Claude, so memory/preferences cannot fulfill them. 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{"parentUuid":"f8c62919-862a-48ee-9ce2-3521474fa8c1","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_01VBNDppramBaRcaDqyvwEsm","type":"message","role":"assistant","content":[{"type":"text","text":"You're working on a machine with **8 AMD Instinct MI250 GPUs**. Here's what the three commands told you:\n\n## `amd-smi` / `rocm-smi` — the tooling\nThese are AMD's GPU management CLIs (the ROCm equivalent of NVIDIA's `nvidia-smi`). You're running **AMD-SMI 24.7.1** on **ROCm 6.3.0**, bare-metal Linux.\n\n## `rocm-smi --showproductname` — what hardware you have\n- **8× AMD Instinct MI250** (`gfx9010`, the CDNA 2 datacenter accelerator), model `0x740c`, SKU `D65210V`.\n- **MCM = Multi-Chip Module**: each MI250 board physically contains **2 GPU dies (GCDs)**. So your 8 entries (GPU 0–7) are really **4 physical MI250 cards**, each presenting as 2 logical GPUs to the OS. This is normal for MI250.\n- The `Node ID`s (2,3,4,5,6,7,8,9) are the kernel's KFD topology node numbers — they don't match the GPU index order, which is just how the driver enumerated them.\n\n## `amd-smi monitor` — live state\nAll 8 GPUs are **idle**:\n\n| Signal | Reading | Meaning |\n|---|---|---|\n| GFX_UTIL / MEM_UTIL | 0% | No compute or memory traffic — nothing running |\n| GFX_CLOCK | 800 MHz | Idle clock (these boost to ~1.7 GHz under load) |\n| GPU_TEMP | 32–41 °C | Cool/idle |\n| POWER | 0 or ~90 W | See note below |\n| SINGLE_ECC / DOUBLE_ECC | 0 | No memory errors — healthy |\n\n**The odd-looking power pattern** (GPUs 0,2,4,6 draw ~90 W; GPUs 1,3,5,7 show 0 W) is the MCM design again: power is reported **per physical card**, so the \"primary\" die of each pair reports the whole board's idle draw (~90 W) and its partner die reports 0 W. Pairs: (0,1), (2,3), (4,5), (6,7).\n\n## The error spam\n```\nFailed to open file: /sys/class/drm//device/max_link_width\n```\nNote the **double slash** (`drm//device`) — `amd-smi` is building a sysfs path with an empty device segment, so it can't read the PCIe link width and reports it as `N/A` (the PCIE_BW column). It's a cosmetic bug in this `amd-smi` version, harmless, and unrelated to GPU health.\n\n**Bottom line:** 4 healthy MI250 cards = 8 logical GPUs, all idle, cool, no ECC errors, ready to run workloads. Want me to check anything specific — VRAM, the GCD topology/xGMI links, or running processes?"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2041,"cache_creation_input_tokens":6204,"cache_read_input_tokens":16202,"output_tokens":1017,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":6204,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2041,"output_tokens":1017,"cache_read_input_tokens":16202,"cache_creation_input_tokens":6204,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":6204},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVUEFawnpcLqrdi7LdpY","type":"assistant","uuid":"5cb05c9f-7cce-43bd-9dfc-925d68e14f61","timestamp":"2026-05-28T18:51:31.813Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD"}
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{"parentUuid":"17c52bc4-6554-4d34-9265-8a2ffe980b82","isSidechain":false,"promptId":"5633eb30-939f-413e-bc4e-cb19a42a7077","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012GkGKhPB9Eyk44wJboS4v4","type":"tool_result","content":"============================ ROCm System Management Interface ============================\n================================== Memory Usage (Bytes) ==================================\nGPU[0]\t\t: VRAM Total Memory (B): 68702699520\nGPU[0]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[1]\t\t: VRAM Total Memory (B): 68702699520\nGPU[1]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[2]\t\t: VRAM Total Memory (B): 68702699520\nGPU[2]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[3]\t\t: VRAM Total Memory (B): 68702699520\nGPU[3]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[4]\t\t: VRAM Total Memory (B): 68702699520\nGPU[4]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[5]\t\t: VRAM Total Memory (B): 68702699520\nGPU[5]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[6]\t\t: VRAM Total Memory (B): 68702699520\nGPU[6]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[7]\t\t: VRAM Total Memory (B): 68702699520\nGPU[7]\t\t: VRAM Total Used Memory (B): 10993664\n==========================================================================================\n================================== End of ROCm SMI Log ===================================","is_error":false}]},"uuid":"1fba218b-f708-4c0c-9a33-8236b4af90d5","timestamp":"2026-05-28T18:52:22.683Z","toolUseResult":{"stdout":"============================ ROCm System Management Interface ============================\n================================== Memory Usage (Bytes) ==================================\nGPU[0]\t\t: VRAM Total Memory (B): 68702699520\nGPU[0]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[1]\t\t: VRAM Total Memory (B): 68702699520\nGPU[1]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[2]\t\t: VRAM Total Memory (B): 68702699520\nGPU[2]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[3]\t\t: VRAM Total Memory (B): 68702699520\nGPU[3]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[4]\t\t: VRAM Total Memory (B): 68702699520\nGPU[4]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[5]\t\t: VRAM Total Memory (B): 68702699520\nGPU[5]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[6]\t\t: VRAM Total Memory (B): 68702699520\nGPU[6]\t\t: VRAM Total Used Memory (B): 10993664\nGPU[7]\t\t: VRAM Total Memory (B): 68702699520\nGPU[7]\t\t: VRAM Total Used Memory (B): 10993664\n==========================================================================================\n================================== End of ROCm SMI Log ===================================","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"17c52bc4-6554-4d34-9265-8a2ffe980b82","userType":"external","entrypoint":"cli","cwd":"/home/gibbon","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD"}
{"parentUuid":"1fba218b-f708-4c0c-9a33-8236b4af90d5","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_016VzVkpcNkWqsreb6mWi3kc","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"Eq4CCmMIDhgCKkAWIbgLPJknSbI8SB4QYiyTY6C2xRLdNs0kbmDB0h+R6qW5xBl9GOvh3g0b1490QH/0TSzf9UiBGQ/DvH/n8IFcMg9jbGF1ZGUtb3B1cy00LTg4AEIIdGhpbmtpbmcSDIg6cqz5AYopKPtndhoMqtLLsgAycOS1mtYqIjD/Hf2ZH5MG810vlwTYsei9nKZhUMpFY8LWG6qtme5X8DzoOLUiLDpLx6iTciKWRgoqeVrS2wex+OCT4fvQxPonVCFoSZ1ec0PBtfjZL6uqMe7ck3SZ6hwK/6QY7vSP8AULUohZJJ64+AUY85rYqAKfx64L8Grao4GO6loHKf6qDsc8APTvX4iFv6NnSuBJRSNiBoCQUNFY/tFn+dF1th2wyGbdHlJB94qOmJsYAQ=="}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":671,"cache_read_input_tokens":25470,"output_tokens":373,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":671,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":373,"cache_read_input_tokens":25470,"cache_creation_input_tokens":671,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":671},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVUK7GXStzSLcojvoeFA","type":"assistant","uuid":"ab95896f-5017-4f20-bb0b-c3e2d4e36253","timestamp":"2026-05-28T18:52:25.247Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD"}
{"parentUuid":"ab95896f-5017-4f20-bb0b-c3e2d4e36253","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_016VzVkpcNkWqsreb6mWi3kc","type":"message","role":"assistant","content":[{"type":"text","text":"**Total VRAM: 512 GiB** (8 × 64 GiB).\n\n- Per logical GPU: `68702699520 B` = exactly **64 GiB** (HBM2e)\n- 8 logical GPUs × 64 GiB = **512 GiB = 549.6 GB**\n- That's **4 physical MI250 cards × 128 GiB** each (the MCM board's two GCDs share 128 GiB, 64 each)\n\n**Currently used:** ~10.5 MiB per GPU (`10993664 B`) — essentially **empty**. So you have effectively all **512 GiB free** right now.\n\nOne caveat for workloads: that 512 GiB is **not a single pool** — it's 8 separate 64 GiB partitions. A model/tensor on one GCD can only directly use its own 64 GiB; spanning more requires multi-GPU sharding (the GCDs are linked over xGMI, with the two dies on a board having the fastest link)."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":671,"cache_read_input_tokens":25470,"output_tokens":373,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":671,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":373,"cache_read_input_tokens":25470,"cache_creation_input_tokens":671,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":671},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVUK7GXStzSLcojvoeFA","type":"assistant","uuid":"5938066f-0160-48c7-b75f-0b4cfc43153d","timestamp":"2026-05-28T18:52:29.535Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD"}
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{"type":"ai-title","aiTitle":"Explain code or concept","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d"}
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{"parentUuid":"4da69be7-08ed-478f-92f2-46275ca4065b","isSidechain":false,"promptId":"0d207c81-42e1-4115-bf26-ea8974cc48a4","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01YGdUMZsssMvvjvQZQpgEZ1","type":"tool_result","content":"=== install dir ===\ntotal 19000\ndrwxrwxr-x 2 gibbon gibbon 4096 May 28 18:53 .\ndrwxr-x--- 7 gibbon gibbon 4096 May 28 18:54 ..\n-rwxrwxr-x 1 gibbon gibbon 710984 May 28 18:53 cuda-probe\n-rwxrwxr-x 1 gibbon gibbon 11648 May 28 18:53 featcode\n-rwxrwxr-x 1 gibbon gibbon 18611280 May 28 18:53 llama\n-rwxrwxr-x 1 gibbon gibbon 100768 May 28 18:53 rocm-probe\n-rwxrwxr-x 1 gibbon gibbon 4384 May 28 18:53 vulkan-probe\n\n=== ROCm/HIP libs in install dir ===\n/home/gibbon/.installama/rocm-probe","is_error":false}]},"uuid":"7fdddb0b-faf2-4cb5-a169-2be13a8496f4","timestamp":"2026-05-28T18:54:20.823Z","toolUseResult":{"stdout":"=== install dir ===\ntotal 19000\ndrwxrwxr-x 2 gibbon gibbon 4096 May 28 18:53 .\ndrwxr-x--- 7 gibbon gibbon 4096 May 28 18:54 ..\n-rwxrwxr-x 1 gibbon gibbon 710984 May 28 18:53 cuda-probe\n-rwxrwxr-x 1 gibbon gibbon 11648 May 28 18:53 featcode\n-rwxrwxr-x 1 gibbon gibbon 18611280 May 28 18:53 llama\n-rwxrwxr-x 1 gibbon gibbon 100768 May 28 18:53 rocm-probe\n-rwxrwxr-x 1 gibbon gibbon 4384 May 28 18:53 vulkan-probe\n\n=== ROCm/HIP libs in install dir ===\n/home/gibbon/.installama/rocm-probe","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"4da69be7-08ed-478f-92f2-46275ca4065b","userType":"external","entrypoint":"cli","cwd":"/home/gibbon","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
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{"parentUuid":"f65e4ae2-05de-4db4-b8e9-79d37efc6245","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_013vLtMASAZoStXmTuhUX1Y3","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":131,"cache_creation_input_tokens":508,"cache_read_input_tokens":27838,"output_tokens":913,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":508,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":131,"output_tokens":913,"cache_read_input_tokens":27838,"cache_creation_input_tokens":508,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":508},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVUTpNH7U96RWWgC2x8r","type":"assistant","uuid":"582a5f95-510a-437d-99e7-e4fbbfdc7f90","timestamp":"2026-05-28T18:54:25.958Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"582a5f95-510a-437d-99e7-e4fbbfdc7f90","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_013vLtMASAZoStXmTuhUX1Y3","type":"message","role":"assistant","content":[{"type":"text","text":"Here's what I found.\n\n## Version\n- Installer reported **`b9371`**, but the actual installed binary reports **`version: 9377 (48e7eae41)`** (`llama cli --version`).\n- Built with **Clang 22.1.4 for Linux x86_64**.\n\nThe small mismatch (9371 vs 9377) just means the installer banner and the embedded build tag differ by a few commits — the binary itself is the source of truth: **build 9377, commit `48e7eae41`**.\n\n## What got installed\nEverything lives in `~/.installama/`, with `~/.local/bin/llama` symlinked to it:\n- `llama` (18 MB) — the single main binary (`serve` + `cli`)\n- `cuda-probe`, `rocm-probe`, `vulkan-probe` — hardware-detection helpers run at install time\n- `featcode`, plus CPU feature detection (it found `f16c/fma/avx2/bmi2`)\n\n## ROCm backend — not confirmed yet\nThere are **no ROCm/HIP shared libraries** in the install dir (only the `rocm-probe` helper). The 18 MB `llama` binary is too small to statically contain full ROCm kernels, which suggests the GPU backend libs are either fetched on first `serve` run or expected from your system ROCm 6.3.0. The install output ran the ROCm probe but didn't say which backend it selected.\n\nLet me check what compute backend the binary actually sees:"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":131,"cache_creation_input_tokens":508,"cache_read_input_tokens":27838,"output_tokens":913,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":508,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":131,"output_tokens":913,"cache_read_input_tokens":27838,"cache_creation_input_tokens":508,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":508},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVUTpNH7U96RWWgC2x8r","type":"assistant","uuid":"ad581ec2-44ec-4c18-b8e5-a6f9499bc936","timestamp":"2026-05-28T18:54:32.237Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"ad581ec2-44ec-4c18-b8e5-a6f9499bc936","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_013vLtMASAZoStXmTuhUX1Y3","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_012wuUV5Z4uRXq5w7GauUnKp","name":"Bash","input":{"command":"cd ~/.installama; echo \"=== rocm-probe ===\"; ./rocm-probe 2>&1 | head -30; echo; echo \"=== llama serve --help (device/backend opts) ===\"; ./llama serve --help 2>&1 | grep -iE \"device|gpu|backend|ngl|n-gpu|hip|rocm|list\" | head -30","description":"Run rocm-probe and inspect serve device options"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":131,"cache_creation_input_tokens":508,"cache_read_input_tokens":27838,"output_tokens":913,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":508,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":131,"output_tokens":913,"cache_read_input_tokens":27838,"cache_creation_input_tokens":508,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":508},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVUTpNH7U96RWWgC2x8r","type":"assistant","uuid":"dce5d61b-a570-45ee-8b82-1af93c19205c","timestamp":"2026-05-28T18:54:33.557Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"dce5d61b-a570-45ee-8b82-1af93c19205c","isSidechain":false,"promptId":"0d207c81-42e1-4115-bf26-ea8974cc48a4","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_012wuUV5Z4uRXq5w7GauUnKp","type":"tool_result","content":"=== rocm-probe ===\n./rocm-probe: error while loading shared libraries: libhipblas.so.3: cannot open shared object file: No such file or directory\n\n=== llama serve --help (device/backend opts) ===\n-cl, --cache-list show list of models in cache\n-dev, --device comma-separated list of devices to use for offloading (none = don't\n use --list-devices to see a list of available devices\n (env: LLAMA_ARG_DEVICE)\n--list-devices print list of available devices and exit\n-ngl, --gpu-layers, --n-gpu-layers N max. number of layers to store in VRAM, either an exact number,\n (env: LLAMA_ARG_N_GPU_LAYERS)\n how to split the model across multiple GPUs, one of:\n - none: use one GPU only\n - layer (default): split layers and KV across GPUs (pipelined)\n - row: split weight across GPUs by rows (parallelized)\n - tensor: split weights and KV across GPUs (parallelized,\n-ts, --tensor-split N0,N1,N2,... fraction of the model to offload to each GPU, comma-separated list of\n-mg, --main-gpu INDEX the GPU to use for the model (with split-mode = none), or for\n (env: LLAMA_ARG_MAIN_GPU)\n-fit, --fit [on|off] whether to adjust unset arguments to fit in device memory ('on' or\n target margin per device for --fit, comma-separated list of values,\n single value is broadcast across all devices, default: 1024\n--op-offload, --no-op-offload whether to offload host tensor operations to device (default: true)\n-bs, --backend-sampling enable backend sampling (experimental) (default: disabled)\n (env: LLAMA_ARG_BACKEND_SAMPLING)\n--spec-draft-backend-sampling, --no-spec-draft-backend-sampling\n offload draft sampling to the backend (default: enabled)\n (env: LLAMA_ARG_SPEC_DRAFT_BACKEND_SAMPLING)\n--spec-draft-device, -devd, --device-draft \n comma-separated list of devices to use for offloading the draft model\n use --list-devices to see a list of available devices\n--spec-draft-ngl, -ngld, --gpu-layers-draft, --n-gpu-layers-draft N\n (env: LLAMA_ARG_N_GPU_LAYERS_DRAFT)\n comma-separated list of types of speculative decoding to use (default:","is_error":false}]},"uuid":"dd15336c-f0a2-41c1-a075-5d5924db8a68","timestamp":"2026-05-28T18:54:35.567Z","toolUseResult":{"stdout":"=== rocm-probe ===\n./rocm-probe: error while loading shared libraries: libhipblas.so.3: cannot open shared object file: No such file or directory\n\n=== llama serve --help (device/backend opts) ===\n-cl, --cache-list show list of models in cache\n-dev, --device comma-separated list of devices to use for offloading (none = don't\n use --list-devices to see a list of available devices\n (env: LLAMA_ARG_DEVICE)\n--list-devices print list of available devices and exit\n-ngl, --gpu-layers, --n-gpu-layers N max. number of layers to store in VRAM, either an exact number,\n (env: LLAMA_ARG_N_GPU_LAYERS)\n how to split the model across multiple GPUs, one of:\n - none: use one GPU only\n - layer (default): split layers and KV across GPUs (pipelined)\n - row: split weight across GPUs by rows (parallelized)\n - tensor: split weights and KV across GPUs (parallelized,\n-ts, --tensor-split N0,N1,N2,... fraction of the model to offload to each GPU, comma-separated list of\n-mg, --main-gpu INDEX the GPU to use for the model (with split-mode = none), or for\n (env: LLAMA_ARG_MAIN_GPU)\n-fit, --fit [on|off] whether to adjust unset arguments to fit in device memory ('on' or\n target margin per device for --fit, comma-separated list of values,\n single value is broadcast across all devices, default: 1024\n--op-offload, --no-op-offload whether to offload host tensor operations to device (default: true)\n-bs, --backend-sampling enable backend sampling (experimental) (default: disabled)\n (env: LLAMA_ARG_BACKEND_SAMPLING)\n--spec-draft-backend-sampling, --no-spec-draft-backend-sampling\n offload draft sampling to the backend (default: enabled)\n (env: LLAMA_ARG_SPEC_DRAFT_BACKEND_SAMPLING)\n--spec-draft-device, -devd, --device-draft \n comma-separated list of devices to use for offloading the draft model\n use --list-devices to see a list of available devices\n--spec-draft-ngl, -ngld, --gpu-layers-draft, --n-gpu-layers-draft N\n (env: LLAMA_ARG_N_GPU_LAYERS_DRAFT)\n comma-separated list of types of speculative decoding to use (default:","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"dce5d61b-a570-45ee-8b82-1af93c19205c","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
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{"parentUuid":"dd15336c-f0a2-41c1-a075-5d5924db8a68","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_017Uj1Aqvausg8HkWMkB3ofh","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1976,"cache_read_input_tokens":28346,"output_tokens":372,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1976,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":372,"cache_read_input_tokens":28346,"cache_creation_input_tokens":1976,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1976},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVUUuQRFqHrMRZoZtnfz","type":"assistant","uuid":"0e009c04-f5d2-4d4d-b1e8-e598ca56f726","timestamp":"2026-05-28T18:54:39.350Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"0e009c04-f5d2-4d4d-b1e8-e598ca56f726","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_017Uj1Aqvausg8HkWMkB3ofh","type":"message","role":"assistant","content":[{"type":"text","text":"Found the key issue. Let me check whether the GPU backend actually works:"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1976,"cache_read_input_tokens":28346,"output_tokens":372,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1976,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":372,"cache_read_input_tokens":28346,"cache_creation_input_tokens":1976,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1976},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVUUuQRFqHrMRZoZtnfz","type":"assistant","uuid":"ecb040a4-edfd-4a21-a871-ef7d85dab4e4","timestamp":"2026-05-28T18:54:39.820Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"ecb040a4-edfd-4a21-a871-ef7d85dab4e4","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_017Uj1Aqvausg8HkWMkB3ofh","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017ntemLfbgTWdbzu1mLXoBt","name":"Bash","input":{"command":"cd ~/.installama; echo \"=== llama --list-devices ===\"; ./llama serve --list-devices 2>&1 | head -30; echo; echo \"=== libhipblas on system ===\"; ldconfig -p 2>/dev/null | grep -iE \"hipblas|rocblas|amdhip\"; echo \"--- search ---\"; find /opt/rocm* -name \"libhipblas.so*\" 2>/dev/null | head; ls /opt/rocm*/lib/libhipblas* 2>/dev/null","description":"List llama devices and locate libhipblas"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1976,"cache_read_input_tokens":28346,"output_tokens":372,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1976,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":372,"cache_read_input_tokens":28346,"cache_creation_input_tokens":1976,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1976},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVUUuQRFqHrMRZoZtnfz","type":"assistant","uuid":"ce1f0f4f-a75a-41a6-9ae7-6f8802d40ff7","timestamp":"2026-05-28T18:54:41.896Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"ce1f0f4f-a75a-41a6-9ae7-6f8802d40ff7","isSidechain":false,"promptId":"0d207c81-42e1-4115-bf26-ea8974cc48a4","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017ntemLfbgTWdbzu1mLXoBt","type":"tool_result","content":"=== llama --list-devices ===\nAvailable devices:\n\n=== libhipblas on system ===\n\tlibrocblas.so.4 (libc6,x86-64) => /opt/rocm-6.3.0/lib/librocblas.so.4\n\tlibrocblas.so (libc6,x86-64) => /opt/rocm-6.3.0/lib/librocblas.so\n\tlibhipblaslt.so.0 (libc6,x86-64) => /opt/rocm-6.3.0/lib/libhipblaslt.so.0\n\tlibhipblaslt.so (libc6,x86-64) => /opt/rocm-6.3.0/lib/libhipblaslt.so\n\tlibhipblas.so.2 (libc6,x86-64) => /opt/rocm-6.3.0/lib/libhipblas.so.2\n\tlibhipblas.so (libc6,x86-64) => /opt/rocm-6.3.0/lib/libhipblas.so\n\tlibamdhip64.so.6 (libc6,x86-64) => /opt/rocm-6.3.0/lib/libamdhip64.so.6\n\tlibamdhip64.so (libc6,x86-64) => /opt/rocm-6.3.0/lib/libamdhip64.so\n--- search ---\n/opt/rocm-6.3.0/lib/libhipblas.so\n/opt/rocm-6.3.0/lib/libhipblas.so.2.3.60300\n/opt/rocm-6.3.0/lib/libhipblas.so.2\n/opt/rocm-6.3.0/lib/libhipblaslt.so\n/opt/rocm-6.3.0/lib/libhipblaslt.so.0\n/opt/rocm-6.3.0/lib/libhipblaslt.so.0.10.60300\n/opt/rocm-6.3.0/lib/libhipblas.so\n/opt/rocm-6.3.0/lib/libhipblas.so.2\n/opt/rocm-6.3.0/lib/libhipblas.so.2.3.60300\n/opt/rocm/lib/libhipblaslt.so\n/opt/rocm/lib/libhipblaslt.so.0\n/opt/rocm/lib/libhipblaslt.so.0.10.60300\n/opt/rocm/lib/libhipblas.so\n/opt/rocm/lib/libhipblas.so.2\n/opt/rocm/lib/libhipblas.so.2.3.60300","is_error":false}]},"uuid":"f1a941b6-0956-4b40-be25-df40ed975133","timestamp":"2026-05-28T18:54:43.373Z","toolUseResult":{"stdout":"=== llama --list-devices ===\nAvailable devices:\n\n=== libhipblas on system ===\n\tlibrocblas.so.4 (libc6,x86-64) => /opt/rocm-6.3.0/lib/librocblas.so.4\n\tlibrocblas.so (libc6,x86-64) => /opt/rocm-6.3.0/lib/librocblas.so\n\tlibhipblaslt.so.0 (libc6,x86-64) => /opt/rocm-6.3.0/lib/libhipblaslt.so.0\n\tlibhipblaslt.so (libc6,x86-64) => /opt/rocm-6.3.0/lib/libhipblaslt.so\n\tlibhipblas.so.2 (libc6,x86-64) => /opt/rocm-6.3.0/lib/libhipblas.so.2\n\tlibhipblas.so (libc6,x86-64) => /opt/rocm-6.3.0/lib/libhipblas.so\n\tlibamdhip64.so.6 (libc6,x86-64) => /opt/rocm-6.3.0/lib/libamdhip64.so.6\n\tlibamdhip64.so (libc6,x86-64) => /opt/rocm-6.3.0/lib/libamdhip64.so\n--- search ---\n/opt/rocm-6.3.0/lib/libhipblas.so\n/opt/rocm-6.3.0/lib/libhipblas.so.2.3.60300\n/opt/rocm-6.3.0/lib/libhipblas.so.2\n/opt/rocm-6.3.0/lib/libhipblaslt.so\n/opt/rocm-6.3.0/lib/libhipblaslt.so.0\n/opt/rocm-6.3.0/lib/libhipblaslt.so.0.10.60300\n/opt/rocm-6.3.0/lib/libhipblas.so\n/opt/rocm-6.3.0/lib/libhipblas.so.2\n/opt/rocm-6.3.0/lib/libhipblas.so.2.3.60300\n/opt/rocm/lib/libhipblaslt.so\n/opt/rocm/lib/libhipblaslt.so.0\n/opt/rocm/lib/libhipblaslt.so.0.10.60300\n/opt/rocm/lib/libhipblas.so\n/opt/rocm/lib/libhipblas.so.2\n/opt/rocm/lib/libhipblas.so.2.3.60300","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"ce1f0f4f-a75a-41a6-9ae7-6f8802d40ff7","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
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{"parentUuid":"be619675-fc38-49a7-9cc5-ab1f5940d1af","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_01NKN4mftF4KjTsW19meVkqm","type":"message","role":"assistant","content":[{"type":"text","text":"Here's the verdict. **Version confirmed, but the ROCm backend is NOT working — `llama` currently sees zero GPUs.**\n\n## Version\n- Build **9377**, commit **`48e7eae41`**, built with Clang 22.1.4 (the installer's `b9371` banner was slightly stale).\n\n## ROCm backend: broken — ABI mismatch\n```\n./rocm-probe: error while loading shared libraries:\nlibhipblas.so.3: cannot open shared object file\n```\n```\nllama serve --list-devices → Available devices: (empty)\n```\n\nThe problem is a **soname version mismatch**:\n\n| Needs | You have (ROCm 6.3.0) |\n|---|---|\n| `libhipblas.so.**3**` | `libhipblas.so.**2**` |\n\nThe `rocm-probe` and ROCm backend in build 9377 were compiled against **ROCm 7.x** (which ships hipBLAS soname `.so.3`), but your system has **ROCm 6.3.0** (hipBLAS soname `.so.2`). A soname bump from 2→3 signals a deliberate ABI break, so the loader refuses it, the probe crashes, and llama falls back to detecting **no GPU devices**.\n\n**Consequence:** if you run `llama serve` right now, it will run **CPU-only** — none of your 512 GiB / 8× MI250 will be used.\n\n## Options to fix it\n1. **Symlink hack (quick, risky):** `ln -s libhipblas.so.2 libhipblas.so.3` — sometimes works across a minor ABI gap, but a soname bump means it can also crash or compute garbage. Not recommended for real workloads.\n2. **Install ROCm 7.x libs** alongside 6.3.0 so `libhipblas.so.3` exists (cleanest path to match what the binary expects).\n3. **Get a llama build compiled for ROCm 6.x** — check whether the installer (`install.sh`) honors an env var to pick a ROCm-6 backend, or offers a Vulkan backend (your `vulkan-probe` could be a fallback that also uses the MI250s).\n\nWant me to dig into option 3 first (inspect the installer / try the Vulkan backend), since that avoids touching your ROCm install? Or check whether a ROCm 7 runtime is feasible here?"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1188,"cache_read_input_tokens":30322,"output_tokens":1296,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1188,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":1296,"cache_read_input_tokens":30322,"cache_creation_input_tokens":1188,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1188},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVUVUxH8Xt7qdkt5Gzi4","type":"assistant","uuid":"ffb84dc8-85ba-4fe3-b9e5-78d62a8e93ed","timestamp":"2026-05-28T18:55:03.528Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"ffb84dc8-85ba-4fe3-b9e5-78d62a8e93ed","isSidechain":false,"type":"system","subtype":"turn_duration","durationMs":62462,"messageCount":56,"timestamp":"2026-05-28T18:55:03.618Z","uuid":"ef977c43-af11-49c0-9bde-431537ca8042","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"ef977c43-af11-49c0-9bde-431537ca8042","isSidechain":false,"type":"system","subtype":"away_summary","content":"Goal: get llama serve running on your 8 MI250 GPUs. Problem: the installed build (9377) needs ROCm 7's libhipblas.so.3 but you have ROCm 6.3.0, so it sees no GPUs. Next: try the Vulkan backend to avoid touching ROCm. (disable recaps in /config)","timestamp":"2026-05-28T18:58:06.645Z","uuid":"4be1ebd7-b6b4-40f4-9f44-2485f2692cfc","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
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{"parentUuid":"47a0a3f6-fa6c-456a-ad64-3de9ed763f15","isSidechain":false,"promptId":"08e17d52-232f-46d0-87f0-e54c3e1205a6","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01V7VS6P3vdV6o6vU2vdxug8","type":"tool_result","content":"1\t---\n2\tname: hf-cli\n3\tdescription: \"Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on the Hugging Face Hub. Use when: handling authentication; managing local cache; managing Hugging Face Buckets; running or scheduling jobs on Hugging Face infrastructure; managing Hugging Face repos; discussions and pull requests; browsing models, datasets and spaces; reading, searching, or browsing academic papers; managing collections; querying datasets; configuring spaces; setting up webhooks; or deploying and managing HF Inference Endpoints. 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Run `hf skills add --force` to regenerate.\n13\t\n14\t## Commands\n15\t\n16\t- `hf download REPO_ID` — Download files from the Hub. `[--type CHOICE --revision TEXT --include TEXT --exclude TEXT --cache-dir TEXT --local-dir TEXT --force-download --dry-run --max-workers INTEGER --format CHOICE]`\n17\t- `hf env` — Print information about the environment. `[--format CHOICE]`\n18\t- `hf sync` — Sync files between local directory and a bucket. `[--delete --ignore-times --ignore-sizes --plan TEXT --apply TEXT --dry-run --include TEXT --exclude TEXT --filter-from TEXT --existing --ignore-existing --verbose --format CHOICE]`\n19\t- `hf update` — Update the `hf` CLI to the latest version. `[--format CHOICE]`\n20\t- `hf upload REPO_ID` — Upload a file or a folder to the Hub. Recommended for single-commit uploads. `[--type CHOICE --revision TEXT --private --include TEXT --exclude TEXT --delete TEXT --commit-message TEXT --commit-description TEXT --create-pr --every FLOAT --format CHOICE]`\n21\t- `hf upload-large-folder REPO_ID LOCAL_PATH` — Upload a large folder to the Hub. Recommended for resumable uploads. `[--type CHOICE --revision TEXT --private --include TEXT --exclude TEXT --num-workers INTEGER --no-report --no-bars --format CHOICE]`\n22\t- `hf version` — Print information about the hf version. `[--format CHOICE]`\n23\t\n24\t### `hf auth` — Manage authentication (login, logout, etc.).\n25\t\n26\t- `hf auth list` — List all stored access tokens. `[--format CHOICE]`\n27\t- `hf auth login` — Login using a token from huggingface.co/settings/tokens. `[--add-to-git-credential --force --format CHOICE]`\n28\t- `hf auth logout` — Logout from a specific token. `[--token-name TEXT --format CHOICE]`\n29\t- `hf auth switch` — Switch between access tokens. `[--token-name TEXT --add-to-git-credential --format CHOICE]`\n30\t- `hf auth token` — Print the current access token to stdout. `[--format CHOICE]`\n31\t- `hf auth whoami` — Find out which huggingface.co account you are logged in as. `[--format CHOICE]`\n32\t\n33\t### `hf buckets` — Commands to interact with buckets.\n34\t\n35\t- `hf buckets cp SRC` — Copy files to or from buckets. `[--format CHOICE]`\n36\t- `hf buckets create BUCKET_ID` — Create a new bucket. `[--private --region CHOICE --exist-ok --format CHOICE]`\n37\t- `hf buckets delete BUCKET_ID` — Delete a bucket. `[--yes --missing-ok --format CHOICE]`\n38\t- `hf buckets info BUCKET_ID` — Get info about a bucket. `[--format CHOICE]`\n39\t- `hf buckets list` — List buckets or files in a bucket. `[--human-readable --tree --recursive --search TEXT --format CHOICE]`\n40\t- `hf buckets move FROM_ID TO_ID` — Move (rename) a bucket to a new name or namespace. `[--format CHOICE]`\n41\t- `hf buckets remove ARGUMENT` — Remove files from a bucket. `[--recursive --yes --dry-run --include TEXT --exclude TEXT --format CHOICE]`\n42\t- `hf buckets sync` — Sync files between local directory and a bucket. `[--delete --ignore-times --ignore-sizes --plan TEXT --apply TEXT --dry-run --include TEXT --exclude TEXT --filter-from TEXT --existing --ignore-existing --verbose --format CHOICE]`\n43\t\n44\t### `hf cache` — Manage local cache directory.\n45\t\n46\t- `hf cache list` — List cached repositories or revisions. `[--cache-dir TEXT --revisions --filter TEXT --sort CHOICE --limit INTEGER --format CHOICE]`\n47\t- `hf cache prune` — Remove detached revisions from the cache. `[--cache-dir TEXT --yes --dry-run --format CHOICE]`\n48\t- `hf cache rm TARGETS` — Remove cached repositories or revisions. `[--cache-dir TEXT --yes --dry-run --format CHOICE]`\n49\t- `hf cache verify REPO_ID` — Verify checksums for a single repo revision from cache or a local directory. `[--type CHOICE --revision TEXT --cache-dir TEXT --local-dir TEXT --fail-on-missing-files --fail-on-extra-files --format CHOICE]`\n50\t\n51\t### `hf collections` — Interact with collections on the Hub.\n52\t\n53\t- `hf collections add-item COLLECTION_SLUG ITEM_ID ITEM_TYPE` — Add an item to a collection. `[--note TEXT --exists-ok --format CHOICE]`\n54\t- `hf collections create TITLE` — Create a new collection on the Hub. `[--namespace TEXT --description TEXT --private --exists-ok --format CHOICE]`\n55\t- `hf collections delete COLLECTION_SLUG` — Delete a collection from the Hub. `[--missing-ok --format CHOICE]`\n56\t- `hf collections delete-item COLLECTION_SLUG ITEM_OBJECT_ID` — Delete an item from a collection. `[--missing-ok --format CHOICE]`\n57\t- `hf collections info COLLECTION_SLUG` — Get info about a collection on the Hub. `[--format CHOICE]`\n58\t- `hf collections list` — List collections on the Hub. `[--owner TEXT --item TEXT --sort CHOICE --limit INTEGER --format CHOICE]`\n59\t- `hf collections update COLLECTION_SLUG` — Update a collection's metadata on the Hub. `[--title TEXT --description TEXT --position INTEGER --private --theme TEXT --format CHOICE]`\n60\t- `hf collections update-item COLLECTION_SLUG ITEM_OBJECT_ID` — Update an item in a collection. `[--note TEXT --position INTEGER --format CHOICE]`\n61\t\n62\t### `hf datasets` — Interact with datasets on the Hub.\n63\t\n64\t- `hf datasets card DATASET_ID` — Get the dataset card (README) for a dataset on the Hub. `[--metadata --text --format CHOICE]`\n65\t- `hf datasets info DATASET_ID` — Get info about a dataset on the Hub. `[--revision TEXT --expand TEXT --format CHOICE]`\n66\t- `hf datasets leaderboard DATASET_ID` — List model scores from a dataset leaderboard. This command helps find the best models for a task or compare models by benchmark scores. Use 'hf datasets ls --filter benchmark:official' to list available leaderboards. `[--limit INTEGER --format CHOICE]`\n67\t- `hf datasets list` — List datasets on the Hub, or files in a dataset repo. `[--search TEXT --author TEXT --filter TEXT --sort CHOICE --limit INTEGER --expand TEXT --human-readable --tree --recursive --revision TEXT --format CHOICE]`\n68\t- `hf datasets parquet DATASET_ID` — List parquet file URLs available for a dataset. `[--subset TEXT --split TEXT --format CHOICE]`\n69\t- `hf datasets sql SQL` — Execute a raw SQL query with DuckDB against dataset parquet URLs. `[--format CHOICE]`\n70\t\n71\t### `hf discussions` — Manage discussions and pull requests on the Hub.\n72\t\n73\t- `hf discussions close REPO_ID NUM` — Close a discussion or pull request. `[--comment TEXT --yes --type CHOICE --format CHOICE]`\n74\t- `hf discussions comment REPO_ID NUM` — Comment on a discussion or pull request. `[--body TEXT --body-file PATH --type CHOICE --format CHOICE]`\n75\t- `hf discussions create REPO_ID --title TEXT` — Create a new discussion or pull request on a repo. `[--body TEXT --body-file PATH --pull-request --type CHOICE --format CHOICE]`\n76\t- `hf discussions diff REPO_ID NUM` — Show the diff of a pull request. `[--type CHOICE --format CHOICE]`\n77\t- `hf discussions info REPO_ID NUM` — Get info about a discussion or pull request. `[--type CHOICE --format CHOICE]`\n78\t- `hf discussions list REPO_ID` — List discussions and pull requests on a repo. `[--status CHOICE --kind CHOICE --author TEXT --limit INTEGER --type CHOICE --format CHOICE]`\n79\t- `hf discussions merge REPO_ID NUM` — Merge a pull request. `[--comment TEXT --yes --type CHOICE --format CHOICE]`\n80\t- `hf discussions rename REPO_ID NUM NEW_TITLE` — Rename a discussion or pull request. `[--type CHOICE --format CHOICE]`\n81\t- `hf discussions reopen REPO_ID NUM` — Reopen a closed discussion or pull request. `[--comment TEXT --yes --type CHOICE --format CHOICE]`\n82\t\n83\t### `hf endpoints` — Manage Hugging Face Inference Endpoints.\n84\t\n85\t- `hf endpoints catalog deploy --repo TEXT` — Deploy an Inference Endpoint from the Model Catalog. `[--name TEXT --accelerator TEXT --namespace TEXT --format CHOICE]`\n86\t- `hf endpoints catalog list` — List available Catalog models. `[--format CHOICE]`\n87\t- `hf endpoints delete NAME` — Delete an Inference Endpoint permanently. `[--namespace TEXT --yes --format CHOICE]`\n88\t- `hf endpoints deploy NAME --repo TEXT --framework TEXT --accelerator TEXT --instance-size TEXT --instance-type TEXT --region TEXT --vendor TEXT` — Deploy an Inference Endpoint from a Hub repository. `[--namespace TEXT --task TEXT --min-replica INTEGER --max-replica INTEGER --scale-to-zero-timeout INTEGER --scaling-metric CHOICE --scaling-threshold FLOAT --format CHOICE]`\n89\t- `hf endpoints describe NAME` — Get information about an existing endpoint. `[--namespace TEXT --format CHOICE]`\n90\t- `hf endpoints list` — Lists all Inference Endpoints for the given namespace. `[--namespace TEXT --format CHOICE]`\n91\t- `hf endpoints pause NAME` — Pause an Inference Endpoint. `[--namespace TEXT --format CHOICE]`\n92\t- `hf endpoints resume NAME` — Resume an Inference Endpoint. `[--namespace TEXT --fail-if-already-running --format CHOICE]`\n93\t- `hf endpoints scale-to-zero NAME` — Scale an Inference Endpoint to zero. `[--namespace TEXT --format CHOICE]`\n94\t- `hf endpoints update NAME` — Update an existing endpoint. `[--namespace TEXT --repo TEXT --accelerator TEXT --instance-size TEXT --instance-type TEXT --framework TEXT --revision TEXT --task TEXT --min-replica INTEGER --max-replica INTEGER --scale-to-zero-timeout INTEGER --scaling-metric CHOICE --scaling-threshold FLOAT --format CHOICE]`\n95\t\n96\t### `hf extensions` — Manage hf CLI extensions.\n97\t\n98\t- `hf extensions exec NAME` — Execute an installed extension.\n99\t- `hf extensions install REPO_ID` — Install an extension from a public GitHub repository. `[--force --format CHOICE]`\n100\t- `hf extensions list` — List installed extension commands. `[--format CHOICE]`\n101\t- `hf extensions remove NAME` — Remove an installed extension. `[--format CHOICE]`\n102\t- `hf extensions search` — Search extensions available on GitHub (tagged with 'hf-extension' topic). `[--format CHOICE]`\n103\t\n104\t### `hf jobs` — Run and manage Jobs on the Hub.\n105\t\n106\t- `hf jobs cancel JOB_ID` — Cancel a Job `[--namespace TEXT --format CHOICE]`\n107\t- `hf jobs hardware` — List available hardware options for Jobs `[--format CHOICE]`\n108\t- `hf jobs inspect JOB_IDS` — Display detailed information on one or more Jobs `[--namespace TEXT --format CHOICE]`\n109\t- `hf jobs labels JOB_ID` — Update labels on a Job. Replaces all existing labels. `[--label TEXT --clear --namespace TEXT --format CHOICE]`\n110\t- `hf jobs logs JOB_ID` — Fetch the logs of a Job. `[--follow --tail INTEGER --namespace TEXT --format CHOICE]`\n111\t- `hf jobs ps` — List Jobs. `[--all --namespace TEXT --filter TEXT --format CHOICE]`\n112\t- `hf jobs run IMAGE COMMAND` — Run a Job. `[--env TEXT --secrets TEXT --label TEXT --volume TEXT --env-file TEXT --secrets-file TEXT --flavor CHOICE --timeout TEXT --detach --namespace TEXT]`\n113\t- `hf jobs scheduled delete SCHEDULED_JOB_ID` — Delete a scheduled Job. `[--namespace TEXT --format CHOICE]`\n114\t- `hf jobs scheduled inspect SCHEDULED_JOB_IDS` — Display detailed information on one or more scheduled Jobs `[--namespace TEXT --format CHOICE]`\n115\t- `hf jobs scheduled labels SCHEDULED_JOB_ID` — Update labels on a scheduled Job. Replaces all existing labels. `[--label TEXT --clear --namespace TEXT --format CHOICE]`\n116\t- `hf jobs scheduled ps` — List scheduled Jobs `[--all --namespace TEXT --filter TEXT --format CHOICE]`\n117\t- `hf jobs scheduled resume SCHEDULED_JOB_ID` — Resume (unpause) a scheduled Job. `[--namespace TEXT --format CHOICE]`\n118\t- `hf jobs scheduled run SCHEDULE IMAGE COMMAND` — Schedule a Job. `[--suspend --concurrency --env TEXT --secrets TEXT --label TEXT --volume TEXT --env-file TEXT --secrets-file TEXT --flavor CHOICE --timeout TEXT --namespace TEXT]`\n119\t- `hf jobs scheduled suspend SCHEDULED_JOB_ID` — Suspend (pause) a scheduled Job. `[--namespace TEXT --format CHOICE]`\n120\t- `hf jobs scheduled uv run SCHEDULE SCRIPT` — Run a UV script (local file or URL) on HF infrastructure `[--suspend --concurrency --image TEXT --flavor CHOICE --env TEXT --secrets TEXT --label TEXT --volume TEXT --env-file TEXT --secrets-file TEXT --timeout TEXT --namespace TEXT --with TEXT --python TEXT]`\n121\t- `hf jobs stats` — Fetch the resource usage statistics and metrics of Jobs `[--namespace TEXT --format CHOICE]`\n122\t- `hf jobs uv run SCRIPT` — Run a UV script (local file or URL) on HF infrastructure `[--image TEXT --flavor CHOICE --env TEXT --secrets TEXT --label TEXT --volume TEXT --env-file TEXT --secrets-file TEXT --timeout TEXT --detach --namespace TEXT --with TEXT --python TEXT]`\n123\t\n124\t### `hf models` — Interact with models on the Hub.\n125\t\n126\t- `hf models card MODEL_ID` — Get the model card (README) for a model on the Hub. `[--metadata --text --format CHOICE]`\n127\t- `hf models info MODEL_ID` — Get info about a model on the Hub. `[--revision TEXT --expand TEXT --format CHOICE]`\n128\t- `hf models list` — List models on the Hub, or files in a model repo. `[--search TEXT --author TEXT --filter TEXT --num-parameters TEXT --sort CHOICE --limit INTEGER --expand TEXT --human-readable --tree --recursive --revision TEXT --format CHOICE]`\n129\t\n130\t### `hf papers` — Interact with papers on the Hub.\n131\t\n132\t- `hf papers info PAPER_ID` — Get info about a paper on the Hub. `[--format CHOICE]`\n133\t- `hf papers list` — List daily papers on the Hub. `[--date TEXT --week TEXT --month TEXT --submitter TEXT --sort CHOICE --limit INTEGER --format CHOICE]`\n134\t- `hf papers read PAPER_ID` — Read a paper as markdown. `[--format CHOICE]`\n135\t- `hf papers search QUERY` — Search papers on the Hub. `[--limit INTEGER --format CHOICE]`\n136\t\n137\t### `hf repos` — Manage repos on the Hub.\n138\t\n139\t- `hf repos branch create REPO_ID BRANCH` — Create a new branch for a repo on the Hub. `[--revision TEXT --type CHOICE --exist-ok --format CHOICE]`\n140\t- `hf repos branch delete REPO_ID BRANCH` — Delete a branch from a repo on the Hub. `[--type CHOICE --format CHOICE]`\n141\t- `hf repos create REPO_ID` — Create a new repo on the Hub. `[--type CHOICE --space-sdk TEXT --private --public --protected --exist-ok --resource-group-id TEXT --region CHOICE --flavor CHOICE --storage CHOICE --sleep-time INTEGER --secrets TEXT --secrets-file TEXT --env TEXT --env-file TEXT --volume TEXT --format CHOICE]`\n142\t- `hf repos delete REPO_ID` — Delete a repo from the Hub. This is an irreversible operation. `[--type CHOICE --missing-ok --yes --format CHOICE]`\n143\t- `hf repos delete-files REPO_ID PATTERNS` — Delete files from a repo on the Hub. `[--type CHOICE --revision TEXT --commit-message TEXT --commit-description TEXT --create-pr --format CHOICE]`\n144\t- `hf repos duplicate FROM_ID` — Duplicate a repo on the Hub (model, dataset, or Space). `[--type CHOICE --private --public --protected --exist-ok --flavor CHOICE --storage CHOICE --sleep-time INTEGER --secrets TEXT --secrets-file TEXT --env TEXT --env-file TEXT --volume TEXT --format CHOICE]`\n145\t- `hf repos list` — List all repos (models, datasets, spaces, buckets) with storage info. `[--namespace TEXT --type CHOICE --search TEXT --limit INTEGER --format CHOICE]`\n146\t- `hf repos move FROM_ID TO_ID` — Move a repository from a namespace to another namespace. `[--type CHOICE --format CHOICE]`\n147\t- `hf repos settings REPO_ID` — Update the settings of a repository. `[--gated CHOICE --private --public --protected --type CHOICE --format CHOICE]`\n148\t- `hf repos tag create REPO_ID TAG` — Create a tag for a repo. `[--message TEXT --revision TEXT --type CHOICE --format CHOICE]`\n149\t- `hf repos tag delete REPO_ID TAG` — Delete a tag for a repo. `[--yes --type CHOICE --format CHOICE]`\n150\t- `hf repos tag list REPO_ID` — List tags for a repo. `[--type CHOICE --format CHOICE]`\n151\t\n152\t### `hf skills` — Manage skills for AI assistants.\n153\t\n154\t- `hf skills add` — Download a Hugging Face skill and install it for an AI assistant. `[--claude --global --dest PATH --force --format CHOICE]`\n155\t- `hf skills list` — List available skills from the Hugging Face marketplace. `[--format CHOICE]`\n156\t- `hf skills preview` — Print the generated `hf-cli` SKILL.md to stdout. `[--format CHOICE]`\n157\t- `hf skills update` — Update installed Hugging Face marketplace skills. `[--claude --global --dest PATH --format CHOICE]`\n158\t\n159\t### `hf spaces` — Interact with spaces on the Hub.\n160\t\n161\t- `hf spaces card SPACE_ID` — Get the Space card (README) for a Space on the Hub. `[--metadata --text --format CHOICE]`\n162\t- `hf spaces dev-mode SPACE_ID` — Enable or disable dev mode on a Space. `[--stop --format CHOICE]`\n163\t- `hf spaces hardware` — List available hardware options for Spaces. `[--format CHOICE]`\n164\t- `hf spaces hot-reload SPACE_ID` — Hot-reload any Python file of a Space without a full rebuild + restart. `[--local-file PATH --skip-checks --skip-summary --format CHOICE]`\n165\t- `hf spaces info SPACE_ID` — Get info about a space on the Hub. `[--revision TEXT --expand TEXT --format CHOICE]`\n166\t- `hf spaces list` — List spaces on the Hub, or files in a space repo. `[--search TEXT --author TEXT --filter TEXT --sort CHOICE --limit INTEGER --expand TEXT --human-readable --tree --recursive --revision TEXT --format CHOICE]`\n167\t- `hf spaces logs SPACE_ID` — Fetch the run or build logs of a Space. `[--build --follow --tail INTEGER --format CHOICE]`\n168\t- `hf spaces pause SPACE_ID` — Pause a Space. `[--format CHOICE]`\n169\t- `hf spaces restart SPACE_ID` — Restart a Space. `[--factory-reboot --format CHOICE]`\n170\t- `hf spaces search QUERY` — Search spaces on the Hub using semantic search. `[--filter TEXT --sdk TEXT --include-non-running --description --limit INTEGER --format CHOICE]`\n171\t- `hf spaces secrets add SPACE_ID` — Add or update secrets for a Space. `[--secrets TEXT --secrets-file TEXT --format CHOICE]`\n172\t- `hf spaces secrets delete SPACE_ID KEY` — Remove a secret from a Space. `[--yes --format CHOICE]`\n173\t- `hf spaces secrets list SPACE_ID` — List secrets for a Space. Secret values are write-only and not returned. `[--format CHOICE]`\n174\t- `hf spaces settings SPACE_ID` — Update the settings of a Space. `[--sleep-time INTEGER --hardware CHOICE --format CHOICE]`\n175\t- `hf spaces ssh SPACE_ID` — SSH into a Space's Dev Mode container. `[--identity-file PATH --dry-run --auto --format CHOICE]`\n176\t- `hf spaces variables add SPACE_ID` — Add or update environment variables for a Space. `[--env TEXT --env-file TEXT --format CHOICE]`\n177\t- `hf spaces variables delete SPACE_ID KEY` — Remove an environment variable from a Space. `[--yes --format CHOICE]`\n178\t- `hf spaces variables list SPACE_ID` — List environment variables for a Space. `[--format CHOICE]`\n179\t- `hf spaces volumes delete SPACE_ID` — Remove all volumes from a Space. `[--yes --format CHOICE]`\n180\t- `hf spaces volumes list SPACE_ID` — List volumes mounted in a Space. `[--format CHOICE]`\n181\t- `hf spaces volumes set SPACE_ID` — Set (replace) volumes for a Space. `[--volume TEXT --format CHOICE]`\n182\t\n183\t### `hf webhooks` — Manage webhooks on the Hub.\n184\t\n185\t- `hf webhooks create --watch TEXT` — Create a new webhook. `[--url TEXT --job-id TEXT --domain CHOICE --secret TEXT --format CHOICE]`\n186\t- `hf webhooks delete WEBHOOK_ID` — Delete a webhook permanently. `[--yes --format CHOICE]`\n187\t- `hf webhooks disable WEBHOOK_ID` — Disable an active webhook. `[--format CHOICE]`\n188\t- `hf webhooks enable WEBHOOK_ID` — Enable a disabled webhook. `[--format CHOICE]`\n189\t- `hf webhooks info WEBHOOK_ID` — Show full details for a single webhook. `[--format CHOICE]`\n190\t- `hf webhooks list` — List all webhooks for the current user. `[--format CHOICE]`\n191\t- `hf webhooks update WEBHOOK_ID` — Update an existing webhook. Only provided options are changed. `[--url TEXT --watch TEXT --domain CHOICE --secret TEXT --format CHOICE]`\n192\t\n193\t## Common options\n194\t\n195\t- `--format` — Output format: `--format json` (or `--json`) or `--format table` (default).\n196\t- `-q / --quiet` — Quiet output (one ID per line).\n197\t- `--revision` — Git revision id which can be a branch name, a tag, or a commit hash.\n198\t- `--token` — Use a User Access Token. Prefer setting `HF_TOKEN` env var instead of passing `--token`.\n199\t- `--type` — The type of repository (model, dataset, or space).\n200\t\n201\t## Mounting repos as local filesystems\n202\t\n203\tTo mount Hub repositories or buckets as local filesystems — no download, no copy, no waiting — use `hf-mount`. Files are fetched on demand. GitHub: https://github.com/huggingface/hf-mount\n204\t\n205\tInstall: `curl -fsSL https://raw.githubusercontent.com/huggingface/hf-mount/main/install.sh | sh`\n206\t\n207\tSome command examples:\n208\t- `hf-mount start repo openai-community/gpt2 /tmp/gpt2` — mount a repo (read-only)\n209\t- `hf-mount start --hf-token $HF_TOKEN bucket myuser/my-bucket /tmp/data` — mount a bucket (read-write)\n210\t- `hf-mount status` / `hf-mount stop /tmp/data` — list or unmount\n211\t\n212\t## Tips\n213\t\n214\t- Use `hf --help` for full options, descriptions, usage, and real-world examples\n215\t- Authenticate with `HF_TOKEN` env var (recommended) or with `--token`\n216\t- Update the CLI with `hf update` (uses the correct command for the detected install method)\n217\t"}]},"uuid":"aac0caca-fed4-4ee6-98a8-3f3f2f570f10","timestamp":"2026-05-28T19:04:27.317Z","toolUseResult":{"type":"text","file":{"filePath":"/home/gibbon/.claude/skills/hf-cli/SKILL.md","content":"---\nname: hf-cli\ndescription: \"Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on the Hugging Face Hub. Use when: handling authentication; managing local cache; managing Hugging Face Buckets; running or scheduling jobs on Hugging Face infrastructure; managing Hugging Face repos; discussions and pull requests; browsing models, datasets and spaces; reading, searching, or browsing academic papers; managing collections; querying datasets; configuring spaces; setting up webhooks; or deploying and managing HF Inference Endpoints. Make sure to use this skill whenever the user mentions 'hf', 'huggingface', 'Hugging Face', 'huggingface-cli', or 'hugging face cli', or wants to do anything related to the Hugging Face ecosystem and to AI and ML in general. Also use for cloud storage needs like training checkpoints, data pipelines, or agent traces. Use even if the user doesn't explicitly ask for a CLI command. Replaces the deprecated `huggingface-cli`.\"\n---\n\nInstall: `curl -LsSf https://hf.co/cli/install.sh | bash -s`.\n\nThe Hugging Face Hub CLI tool `hf` is available. IMPORTANT: The `hf` command replaces the deprecated `huggingface-cli` command.\n\nUse `hf --help` to view available functions. Note that auth commands are now all under `hf auth` e.g. `hf auth whoami`.\n\nGenerated with `huggingface_hub v1.17.0`. Run `hf skills add --force` to regenerate.\n\n## Commands\n\n- `hf download REPO_ID` — Download files from the Hub. `[--type CHOICE --revision TEXT --include TEXT --exclude TEXT --cache-dir TEXT --local-dir TEXT --force-download --dry-run --max-workers INTEGER --format CHOICE]`\n- `hf env` — Print information about the environment. `[--format CHOICE]`\n- `hf sync` — Sync files between local directory and a bucket. `[--delete --ignore-times --ignore-sizes --plan TEXT --apply TEXT --dry-run --include TEXT --exclude TEXT --filter-from TEXT --existing --ignore-existing --verbose --format CHOICE]`\n- `hf update` — Update the `hf` CLI to the latest version. `[--format CHOICE]`\n- `hf upload REPO_ID` — Upload a file or a folder to the Hub. Recommended for single-commit uploads. `[--type CHOICE --revision TEXT --private --include TEXT --exclude TEXT --delete TEXT --commit-message TEXT --commit-description TEXT --create-pr --every FLOAT --format CHOICE]`\n- `hf upload-large-folder REPO_ID LOCAL_PATH` — Upload a large folder to the Hub. Recommended for resumable uploads. `[--type CHOICE --revision TEXT --private --include TEXT --exclude TEXT --num-workers INTEGER --no-report --no-bars --format CHOICE]`\n- `hf version` — Print information about the hf version. `[--format CHOICE]`\n\n### `hf auth` — Manage authentication (login, logout, etc.).\n\n- `hf auth list` — List all stored access tokens. `[--format CHOICE]`\n- `hf auth login` — Login using a token from huggingface.co/settings/tokens. `[--add-to-git-credential --force --format CHOICE]`\n- `hf auth logout` — Logout from a specific token. `[--token-name TEXT --format CHOICE]`\n- `hf auth switch` — Switch between access tokens. `[--token-name TEXT --add-to-git-credential --format CHOICE]`\n- `hf auth token` — Print the current access token to stdout. `[--format CHOICE]`\n- `hf auth whoami` — Find out which huggingface.co account you are logged in as. `[--format CHOICE]`\n\n### `hf buckets` — Commands to interact with buckets.\n\n- `hf buckets cp SRC` — Copy files to or from buckets. `[--format CHOICE]`\n- `hf buckets create BUCKET_ID` — Create a new bucket. `[--private --region CHOICE --exist-ok --format CHOICE]`\n- `hf buckets delete BUCKET_ID` — Delete a bucket. `[--yes --missing-ok --format CHOICE]`\n- `hf buckets info BUCKET_ID` — Get info about a bucket. `[--format CHOICE]`\n- `hf buckets list` — List buckets or files in a bucket. `[--human-readable --tree --recursive --search TEXT --format CHOICE]`\n- `hf buckets move FROM_ID TO_ID` — Move (rename) a bucket to a new name or namespace. `[--format CHOICE]`\n- `hf buckets remove ARGUMENT` — Remove files from a bucket. `[--recursive --yes --dry-run --include TEXT --exclude TEXT --format CHOICE]`\n- `hf buckets sync` — Sync files between local directory and a bucket. `[--delete --ignore-times --ignore-sizes --plan TEXT --apply TEXT --dry-run --include TEXT --exclude TEXT --filter-from TEXT --existing --ignore-existing --verbose --format CHOICE]`\n\n### `hf cache` — Manage local cache directory.\n\n- `hf cache list` — List cached repositories or revisions. `[--cache-dir TEXT --revisions --filter TEXT --sort CHOICE --limit INTEGER --format CHOICE]`\n- `hf cache prune` — Remove detached revisions from the cache. `[--cache-dir TEXT --yes --dry-run --format CHOICE]`\n- `hf cache rm TARGETS` — Remove cached repositories or revisions. `[--cache-dir TEXT --yes --dry-run --format CHOICE]`\n- `hf cache verify REPO_ID` — Verify checksums for a single repo revision from cache or a local directory. `[--type CHOICE --revision TEXT --cache-dir TEXT --local-dir TEXT --fail-on-missing-files --fail-on-extra-files --format CHOICE]`\n\n### `hf collections` — Interact with collections on the Hub.\n\n- `hf collections add-item COLLECTION_SLUG ITEM_ID ITEM_TYPE` — Add an item to a collection. `[--note TEXT --exists-ok --format CHOICE]`\n- `hf collections create TITLE` — Create a new collection on the Hub. `[--namespace TEXT --description TEXT --private --exists-ok --format CHOICE]`\n- `hf collections delete COLLECTION_SLUG` — Delete a collection from the Hub. `[--missing-ok --format CHOICE]`\n- `hf collections delete-item COLLECTION_SLUG ITEM_OBJECT_ID` — Delete an item from a collection. `[--missing-ok --format CHOICE]`\n- `hf collections info COLLECTION_SLUG` — Get info about a collection on the Hub. `[--format CHOICE]`\n- `hf collections list` — List collections on the Hub. `[--owner TEXT --item TEXT --sort CHOICE --limit INTEGER --format CHOICE]`\n- `hf collections update COLLECTION_SLUG` — Update a collection's metadata on the Hub. `[--title TEXT --description TEXT --position INTEGER --private --theme TEXT --format CHOICE]`\n- `hf collections update-item COLLECTION_SLUG ITEM_OBJECT_ID` — Update an item in a collection. `[--note TEXT --position INTEGER --format CHOICE]`\n\n### `hf datasets` — Interact with datasets on the Hub.\n\n- `hf datasets card DATASET_ID` — Get the dataset card (README) for a dataset on the Hub. `[--metadata --text --format CHOICE]`\n- `hf datasets info DATASET_ID` — Get info about a dataset on the Hub. `[--revision TEXT --expand TEXT --format CHOICE]`\n- `hf datasets leaderboard DATASET_ID` — List model scores from a dataset leaderboard. This command helps find the best models for a task or compare models by benchmark scores. Use 'hf datasets ls --filter benchmark:official' to list available leaderboards. `[--limit INTEGER --format CHOICE]`\n- `hf datasets list` — List datasets on the Hub, or files in a dataset repo. `[--search TEXT --author TEXT --filter TEXT --sort CHOICE --limit INTEGER --expand TEXT --human-readable --tree --recursive --revision TEXT --format CHOICE]`\n- `hf datasets parquet DATASET_ID` — List parquet file URLs available for a dataset. `[--subset TEXT --split TEXT --format CHOICE]`\n- `hf datasets sql SQL` — Execute a raw SQL query with DuckDB against dataset parquet URLs. `[--format CHOICE]`\n\n### `hf discussions` — Manage discussions and pull requests on the Hub.\n\n- `hf discussions close REPO_ID NUM` — Close a discussion or pull request. `[--comment TEXT --yes --type CHOICE --format CHOICE]`\n- `hf discussions comment REPO_ID NUM` — Comment on a discussion or pull request. `[--body TEXT --body-file PATH --type CHOICE --format CHOICE]`\n- `hf discussions create REPO_ID --title TEXT` — Create a new discussion or pull request on a repo. `[--body TEXT --body-file PATH --pull-request --type CHOICE --format CHOICE]`\n- `hf discussions diff REPO_ID NUM` — Show the diff of a pull request. `[--type CHOICE --format CHOICE]`\n- `hf discussions info REPO_ID NUM` — Get info about a discussion or pull request. `[--type CHOICE --format CHOICE]`\n- `hf discussions list REPO_ID` — List discussions and pull requests on a repo. `[--status CHOICE --kind CHOICE --author TEXT --limit INTEGER --type CHOICE --format CHOICE]`\n- `hf discussions merge REPO_ID NUM` — Merge a pull request. `[--comment TEXT --yes --type CHOICE --format CHOICE]`\n- `hf discussions rename REPO_ID NUM NEW_TITLE` — Rename a discussion or pull request. `[--type CHOICE --format CHOICE]`\n- `hf discussions reopen REPO_ID NUM` — Reopen a closed discussion or pull request. `[--comment TEXT --yes --type CHOICE --format CHOICE]`\n\n### `hf endpoints` — Manage Hugging Face Inference Endpoints.\n\n- `hf endpoints catalog deploy --repo TEXT` — Deploy an Inference Endpoint from the Model Catalog. `[--name TEXT --accelerator TEXT --namespace TEXT --format CHOICE]`\n- `hf endpoints catalog list` — List available Catalog models. `[--format CHOICE]`\n- `hf endpoints delete NAME` — Delete an Inference Endpoint permanently. `[--namespace TEXT --yes --format CHOICE]`\n- `hf endpoints deploy NAME --repo TEXT --framework TEXT --accelerator TEXT --instance-size TEXT --instance-type TEXT --region TEXT --vendor TEXT` — Deploy an Inference Endpoint from a Hub repository. `[--namespace TEXT --task TEXT --min-replica INTEGER --max-replica INTEGER --scale-to-zero-timeout INTEGER --scaling-metric CHOICE --scaling-threshold FLOAT --format CHOICE]`\n- `hf endpoints describe NAME` — Get information about an existing endpoint. `[--namespace TEXT --format CHOICE]`\n- `hf endpoints list` — Lists all Inference Endpoints for the given namespace. `[--namespace TEXT --format CHOICE]`\n- `hf endpoints pause NAME` — Pause an Inference Endpoint. `[--namespace TEXT --format CHOICE]`\n- `hf endpoints resume NAME` — Resume an Inference Endpoint. `[--namespace TEXT --fail-if-already-running --format CHOICE]`\n- `hf endpoints scale-to-zero NAME` — Scale an Inference Endpoint to zero. `[--namespace TEXT --format CHOICE]`\n- `hf endpoints update NAME` — Update an existing endpoint. `[--namespace TEXT --repo TEXT --accelerator TEXT --instance-size TEXT --instance-type TEXT --framework TEXT --revision TEXT --task TEXT --min-replica INTEGER --max-replica INTEGER --scale-to-zero-timeout INTEGER --scaling-metric CHOICE --scaling-threshold FLOAT --format CHOICE]`\n\n### `hf extensions` — Manage hf CLI extensions.\n\n- `hf extensions exec NAME` — Execute an installed extension.\n- `hf extensions install REPO_ID` — Install an extension from a public GitHub repository. `[--force --format CHOICE]`\n- `hf extensions list` — List installed extension commands. `[--format CHOICE]`\n- `hf extensions remove NAME` — Remove an installed extension. `[--format CHOICE]`\n- `hf extensions search` — Search extensions available on GitHub (tagged with 'hf-extension' topic). `[--format CHOICE]`\n\n### `hf jobs` — Run and manage Jobs on the Hub.\n\n- `hf jobs cancel JOB_ID` — Cancel a Job `[--namespace TEXT --format CHOICE]`\n- `hf jobs hardware` — List available hardware options for Jobs `[--format CHOICE]`\n- `hf jobs inspect JOB_IDS` — Display detailed information on one or more Jobs `[--namespace TEXT --format CHOICE]`\n- `hf jobs labels JOB_ID` — Update labels on a Job. Replaces all existing labels. `[--label TEXT --clear --namespace TEXT --format CHOICE]`\n- `hf jobs logs JOB_ID` — Fetch the logs of a Job. `[--follow --tail INTEGER --namespace TEXT --format CHOICE]`\n- `hf jobs ps` — List Jobs. `[--all --namespace TEXT --filter TEXT --format CHOICE]`\n- `hf jobs run IMAGE COMMAND` — Run a Job. `[--env TEXT --secrets TEXT --label TEXT --volume TEXT --env-file TEXT --secrets-file TEXT --flavor CHOICE --timeout TEXT --detach --namespace TEXT]`\n- `hf jobs scheduled delete SCHEDULED_JOB_ID` — Delete a scheduled Job. `[--namespace TEXT --format CHOICE]`\n- `hf jobs scheduled inspect SCHEDULED_JOB_IDS` — Display detailed information on one or more scheduled Jobs `[--namespace TEXT --format CHOICE]`\n- `hf jobs scheduled labels SCHEDULED_JOB_ID` — Update labels on a scheduled Job. Replaces all existing labels. `[--label TEXT --clear --namespace TEXT --format CHOICE]`\n- `hf jobs scheduled ps` — List scheduled Jobs `[--all --namespace TEXT --filter TEXT --format CHOICE]`\n- `hf jobs scheduled resume SCHEDULED_JOB_ID` — Resume (unpause) a scheduled Job. `[--namespace TEXT --format CHOICE]`\n- `hf jobs scheduled run SCHEDULE IMAGE COMMAND` — Schedule a Job. `[--suspend --concurrency --env TEXT --secrets TEXT --label TEXT --volume TEXT --env-file TEXT --secrets-file TEXT --flavor CHOICE --timeout TEXT --namespace TEXT]`\n- `hf jobs scheduled suspend SCHEDULED_JOB_ID` — Suspend (pause) a scheduled Job. `[--namespace TEXT --format CHOICE]`\n- `hf jobs scheduled uv run SCHEDULE SCRIPT` — Run a UV script (local file or URL) on HF infrastructure `[--suspend --concurrency --image TEXT --flavor CHOICE --env TEXT --secrets TEXT --label TEXT --volume TEXT --env-file TEXT --secrets-file TEXT --timeout TEXT --namespace TEXT --with TEXT --python TEXT]`\n- `hf jobs stats` — Fetch the resource usage statistics and metrics of Jobs `[--namespace TEXT --format CHOICE]`\n- `hf jobs uv run SCRIPT` — Run a UV script (local file or URL) on HF infrastructure `[--image TEXT --flavor CHOICE --env TEXT --secrets TEXT --label TEXT --volume TEXT --env-file TEXT --secrets-file TEXT --timeout TEXT --detach --namespace TEXT --with TEXT --python TEXT]`\n\n### `hf models` — Interact with models on the Hub.\n\n- `hf models card MODEL_ID` — Get the model card (README) for a model on the Hub. `[--metadata --text --format CHOICE]`\n- `hf models info MODEL_ID` — Get info about a model on the Hub. `[--revision TEXT --expand TEXT --format CHOICE]`\n- `hf models list` — List models on the Hub, or files in a model repo. `[--search TEXT --author TEXT --filter TEXT --num-parameters TEXT --sort CHOICE --limit INTEGER --expand TEXT --human-readable --tree --recursive --revision TEXT --format CHOICE]`\n\n### `hf papers` — Interact with papers on the Hub.\n\n- `hf papers info PAPER_ID` — Get info about a paper on the Hub. `[--format CHOICE]`\n- `hf papers list` — List daily papers on the Hub. `[--date TEXT --week TEXT --month TEXT --submitter TEXT --sort CHOICE --limit INTEGER --format CHOICE]`\n- `hf papers read PAPER_ID` — Read a paper as markdown. `[--format CHOICE]`\n- `hf papers search QUERY` — Search papers on the Hub. `[--limit INTEGER --format CHOICE]`\n\n### `hf repos` — Manage repos on the Hub.\n\n- `hf repos branch create REPO_ID BRANCH` — Create a new branch for a repo on the Hub. `[--revision TEXT --type CHOICE --exist-ok --format CHOICE]`\n- `hf repos branch delete REPO_ID BRANCH` — Delete a branch from a repo on the Hub. `[--type CHOICE --format CHOICE]`\n- `hf repos create REPO_ID` — Create a new repo on the Hub. `[--type CHOICE --space-sdk TEXT --private --public --protected --exist-ok --resource-group-id TEXT --region CHOICE --flavor CHOICE --storage CHOICE --sleep-time INTEGER --secrets TEXT --secrets-file TEXT --env TEXT --env-file TEXT --volume TEXT --format CHOICE]`\n- `hf repos delete REPO_ID` — Delete a repo from the Hub. This is an irreversible operation. `[--type CHOICE --missing-ok --yes --format CHOICE]`\n- `hf repos delete-files REPO_ID PATTERNS` — Delete files from a repo on the Hub. `[--type CHOICE --revision TEXT --commit-message TEXT --commit-description TEXT --create-pr --format CHOICE]`\n- `hf repos duplicate FROM_ID` — Duplicate a repo on the Hub (model, dataset, or Space). `[--type CHOICE --private --public --protected --exist-ok --flavor CHOICE --storage CHOICE --sleep-time INTEGER --secrets TEXT --secrets-file TEXT --env TEXT --env-file TEXT --volume TEXT --format CHOICE]`\n- `hf repos list` — List all repos (models, datasets, spaces, buckets) with storage info. `[--namespace TEXT --type CHOICE --search TEXT --limit INTEGER --format CHOICE]`\n- `hf repos move FROM_ID TO_ID` — Move a repository from a namespace to another namespace. `[--type CHOICE --format CHOICE]`\n- `hf repos settings REPO_ID` — Update the settings of a repository. `[--gated CHOICE --private --public --protected --type CHOICE --format CHOICE]`\n- `hf repos tag create REPO_ID TAG` — Create a tag for a repo. `[--message TEXT --revision TEXT --type CHOICE --format CHOICE]`\n- `hf repos tag delete REPO_ID TAG` — Delete a tag for a repo. `[--yes --type CHOICE --format CHOICE]`\n- `hf repos tag list REPO_ID` — List tags for a repo. `[--type CHOICE --format CHOICE]`\n\n### `hf skills` — Manage skills for AI assistants.\n\n- `hf skills add` — Download a Hugging Face skill and install it for an AI assistant. `[--claude --global --dest PATH --force --format CHOICE]`\n- `hf skills list` — List available skills from the Hugging Face marketplace. `[--format CHOICE]`\n- `hf skills preview` — Print the generated `hf-cli` SKILL.md to stdout. `[--format CHOICE]`\n- `hf skills update` — Update installed Hugging Face marketplace skills. `[--claude --global --dest PATH --format CHOICE]`\n\n### `hf spaces` — Interact with spaces on the Hub.\n\n- `hf spaces card SPACE_ID` — Get the Space card (README) for a Space on the Hub. `[--metadata --text --format CHOICE]`\n- `hf spaces dev-mode SPACE_ID` — Enable or disable dev mode on a Space. `[--stop --format CHOICE]`\n- `hf spaces hardware` — List available hardware options for Spaces. `[--format CHOICE]`\n- `hf spaces hot-reload SPACE_ID` — Hot-reload any Python file of a Space without a full rebuild + restart. `[--local-file PATH --skip-checks --skip-summary --format CHOICE]`\n- `hf spaces info SPACE_ID` — Get info about a space on the Hub. `[--revision TEXT --expand TEXT --format CHOICE]`\n- `hf spaces list` — List spaces on the Hub, or files in a space repo. `[--search TEXT --author TEXT --filter TEXT --sort CHOICE --limit INTEGER --expand TEXT --human-readable --tree --recursive --revision TEXT --format CHOICE]`\n- `hf spaces logs SPACE_ID` — Fetch the run or build logs of a Space. `[--build --follow --tail INTEGER --format CHOICE]`\n- `hf spaces pause SPACE_ID` — Pause a Space. `[--format CHOICE]`\n- `hf spaces restart SPACE_ID` — Restart a Space. `[--factory-reboot --format CHOICE]`\n- `hf spaces search QUERY` — Search spaces on the Hub using semantic search. `[--filter TEXT --sdk TEXT --include-non-running --description --limit INTEGER --format CHOICE]`\n- `hf spaces secrets add SPACE_ID` — Add or update secrets for a Space. `[--secrets TEXT --secrets-file TEXT --format CHOICE]`\n- `hf spaces secrets delete SPACE_ID KEY` — Remove a secret from a Space. `[--yes --format CHOICE]`\n- `hf spaces secrets list SPACE_ID` — List secrets for a Space. Secret values are write-only and not returned. `[--format CHOICE]`\n- `hf spaces settings SPACE_ID` — Update the settings of a Space. `[--sleep-time INTEGER --hardware CHOICE --format CHOICE]`\n- `hf spaces ssh SPACE_ID` — SSH into a Space's Dev Mode container. `[--identity-file PATH --dry-run --auto --format CHOICE]`\n- `hf spaces variables add SPACE_ID` — Add or update environment variables for a Space. `[--env TEXT --env-file TEXT --format CHOICE]`\n- `hf spaces variables delete SPACE_ID KEY` — Remove an environment variable from a Space. `[--yes --format CHOICE]`\n- `hf spaces variables list SPACE_ID` — List environment variables for a Space. `[--format CHOICE]`\n- `hf spaces volumes delete SPACE_ID` — Remove all volumes from a Space. `[--yes --format CHOICE]`\n- `hf spaces volumes list SPACE_ID` — List volumes mounted in a Space. `[--format CHOICE]`\n- `hf spaces volumes set SPACE_ID` — Set (replace) volumes for a Space. `[--volume TEXT --format CHOICE]`\n\n### `hf webhooks` — Manage webhooks on the Hub.\n\n- `hf webhooks create --watch TEXT` — Create a new webhook. `[--url TEXT --job-id TEXT --domain CHOICE --secret TEXT --format CHOICE]`\n- `hf webhooks delete WEBHOOK_ID` — Delete a webhook permanently. `[--yes --format CHOICE]`\n- `hf webhooks disable WEBHOOK_ID` — Disable an active webhook. `[--format CHOICE]`\n- `hf webhooks enable WEBHOOK_ID` — Enable a disabled webhook. `[--format CHOICE]`\n- `hf webhooks info WEBHOOK_ID` — Show full details for a single webhook. `[--format CHOICE]`\n- `hf webhooks list` — List all webhooks for the current user. `[--format CHOICE]`\n- `hf webhooks update WEBHOOK_ID` — Update an existing webhook. Only provided options are changed. `[--url TEXT --watch TEXT --domain CHOICE --secret TEXT --format CHOICE]`\n\n## Common options\n\n- `--format` — Output format: `--format json` (or `--json`) or `--format table` (default).\n- `-q / --quiet` — Quiet output (one ID per line).\n- `--revision` — Git revision id which can be a branch name, a tag, or a commit hash.\n- `--token` — Use a User Access Token. Prefer setting `HF_TOKEN` env var instead of passing `--token`.\n- `--type` — The type of repository (model, dataset, or space).\n\n## Mounting repos as local filesystems\n\nTo mount Hub repositories or buckets as local filesystems — no download, no copy, no waiting — use `hf-mount`. Files are fetched on demand. GitHub: https://github.com/huggingface/hf-mount\n\nInstall: `curl -fsSL https://raw.githubusercontent.com/huggingface/hf-mount/main/install.sh | sh`\n\nSome command examples:\n- `hf-mount start repo openai-community/gpt2 /tmp/gpt2` — mount a repo (read-only)\n- `hf-mount start --hf-token $HF_TOKEN bucket myuser/my-bucket /tmp/data` — mount a bucket (read-write)\n- `hf-mount status` / `hf-mount stop /tmp/data` — list or unmount\n\n## Tips\n\n- Use `hf --help` for full options, descriptions, usage, and real-world examples\n- Authenticate with `HF_TOKEN` env var (recommended) or with `--token`\n- Update the CLI with `hf update` (uses the correct command for the detected install method)\n","numLines":217,"startLine":1,"totalLines":217}},"sourceToolAssistantUUID":"47a0a3f6-fa6c-456a-ad64-3de9ed763f15","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
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{"parentUuid":"20d4a482-d2b4-4f6c-908d-c02f3d9d3436","isSidechain":false,"promptId":"08e17d52-232f-46d0-87f0-e54c3e1205a6","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01JXqXheraXDp75VADRF1Gwu","type":"tool_result","content":"uri=hf://buckets/julien-c/public-traces url=https://huggingface.co/buckets/julien-c/public-traces","is_error":false}]},"uuid":"6608aa0e-bdd7-499a-b79e-3ea06ca328e2","timestamp":"2026-05-28T19:04:48.431Z","toolUseResult":{"stdout":"uri=hf://buckets/julien-c/public-traces url=https://huggingface.co/buckets/julien-c/public-traces","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"20d4a482-d2b4-4f6c-908d-c02f3d9d3436","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"6608aa0e-bdd7-499a-b79e-3ea06ca328e2","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_018WoLdiUSsLvxTcNjE1Dvi1","type":"message","role":"assistant","content":[{"type":"text","text":"Done. ✅\n\n**Bucket created:** `julien-c/public-traces`\n- **URI:** `hf://buckets/julien-c/public-traces`\n- **URL:** https://huggingface.co/buckets/julien-c/public-traces\n- **Visibility:** public (I omitted `--private` since the name says \"public\")\n\nA few handy next steps with the same skill:\n- Upload/sync data: `hf buckets sync ./local-dir hf://buckets/julien-c/public-traces` (or `hf buckets cp ...`)\n- Inspect: `hf buckets info julien-c/public-traces` · list contents: `hf buckets list julien-c/public-traces --tree`\n- Mount it read-write locally (fetch on demand): `hf-mount start bucket julien-c/public-traces /tmp/traces`\n\nWant me to verify it with `hf buckets info` or set up a sync from a local traces directory?"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":336,"cache_read_input_tokens":45627,"output_tokens":306,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":336,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":306,"cache_read_input_tokens":45627,"cache_creation_input_tokens":336,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":336},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVVG5sU9FLFQpz4LdAN1","type":"assistant","uuid":"f8f50606-647f-49e5-8896-987e3e85bac4","timestamp":"2026-05-28T19:04:53.927Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
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{"type":"file-history-snapshot","messageId":"d85b1934-4a3e-461d-8c38-293aa8cac87c","snapshot":{"messageId":"d85b1934-4a3e-461d-8c38-293aa8cac87c","trackedFileBackups":{},"timestamp":"2026-05-28T19:05:05.873Z"},"isSnapshotUpdate":false}
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{"parentUuid":"c613f8b2-c33f-48a8-b681-c0a320e50ab9","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_011a7e8aX56z24ucLLWNZEMK","type":"message","role":"assistant","content":[{"type":"text","text":"Let me identify which JSONL is this current session:"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":444,"cache_read_input_tokens":46281,"output_tokens":292,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":444,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":292,"cache_read_input_tokens":46281,"cache_creation_input_tokens":444,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":444},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVVHgCyrh2JpLZfdhc6y","type":"assistant","uuid":"5a1f8de8-002b-4b66-82e6-4dde66a84714","timestamp":"2026-05-28T19:05:14.170Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
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{"parentUuid":"2e257747-a8b7-4201-aacc-e8bd5e012953","isSidechain":false,"promptId":"f487b596-60a1-4e8e-aebc-e63492fa6801","type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Exit code 1\n=== 60cbedfb-67ec-41fc-9040-112bb0da0b0d.jsonl ===\n7\n=== a17fb88c-805d-43de-bdba-98b1f106716d.jsonl ===\n0","is_error":true,"tool_use_id":"toolu_01SAuWSJGP5PWy7T3V7qqmtr"}]},"uuid":"d40b891c-58fc-43d8-a396-844347bcf9d1","timestamp":"2026-05-28T19:05:16.645Z","toolUseResult":"Error: Exit code 1\n=== 60cbedfb-67ec-41fc-9040-112bb0da0b0d.jsonl ===\n7\n=== a17fb88c-805d-43de-bdba-98b1f106716d.jsonl ===\n0","sourceToolAssistantUUID":"2e257747-a8b7-4201-aacc-e8bd5e012953","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
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{"parentUuid":"0b5a5189-c78f-4a5e-ab78-59f03e9b7f02","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_0152KniGLNsy5ysqDjuaqhhX","type":"message","role":"assistant","content":[{"type":"text","text":"This is the current session: `60cbedfb-...jsonl`. Let me confirm the `cp` syntax before pushing:"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":385,"cache_read_input_tokens":46725,"output_tokens":668,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":385,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":668,"cache_read_input_tokens":46725,"cache_creation_input_tokens":385,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":385},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVVJAT7F19HN4psjys1h","type":"assistant","uuid":"19322530-a376-493c-83de-52e5bca69af7","timestamp":"2026-05-28T19:05:25.830Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"19322530-a376-493c-83de-52e5bca69af7","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_0152KniGLNsy5ysqDjuaqhhX","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MXZ9qNZMTNBCcns4LXpGNo","name":"Bash","input":{"command":"hf buckets cp --help 2>&1 | head -40","description":"Check hf buckets cp usage"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":385,"cache_read_input_tokens":46725,"output_tokens":668,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":385,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":668,"cache_read_input_tokens":46725,"cache_creation_input_tokens":385,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":385},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVVJAT7F19HN4psjys1h","type":"assistant","uuid":"c7fc22e9-3fca-46c2-b812-a4b905a77ad9","timestamp":"2026-05-28T19:05:26.552Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"c7fc22e9-3fca-46c2-b812-a4b905a77ad9","isSidechain":false,"promptId":"f487b596-60a1-4e8e-aebc-e63492fa6801","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MXZ9qNZMTNBCcns4LXpGNo","type":"tool_result","content":"Usage: hf buckets cp [OPTIONS] SRC [DST]\n\n Copy files to or from buckets.\n\nArguments:\n SRC Source: local file, any hf:// URI (model, dataset, bucket), or - for\n stdin [required]\n [DST] Destination: local path, bucket hf://... URI, or - for stdout\n\nOptions:\n --token TEXT A User Access Token generated from\n https://huggingface.co/settings/tokens.\n -h, --help Show this message and exit.\n\nFormatting options:\n --format [auto|human|agent|json|quiet]\n Output format. Defaults to 'auto' which\n picks 'agent' or 'human' based on the\n terminal.\n --json JSON output. Equivalent to '--format json'.\n -q, --quiet Quiet output (one ID per line). Equivalent\n to '--format quiet'.\n --no-truncate Do not truncate scalar values in human\n tables (list/dict columns stay shortened).\n\nExamples\n $ hf buckets cp hf://buckets/user/my-bucket/config.json\n $ hf buckets cp hf://buckets/user/my-bucket/config.json ./data/\n $ hf buckets cp hf://buckets/user/my-bucket/config.json my-config.json\n $ hf buckets cp hf://buckets/user/my-bucket/config.json -\n $ hf buckets cp my-config.json hf://buckets/user/my-bucket\n $ hf buckets cp my-config.json hf://buckets/user/my-bucket/logs/\n $ hf buckets cp my-config.json hf://buckets/user/my-bucket/remote-\n config.json\n $ hf buckets cp - hf://buckets/user/my-bucket/config.json\n $ hf buckets cp hf://buckets/user/my-bucket/logs hf://buckets/user/archive-\n bucket/ # nests logs/ dir\n $ hf buckets cp hf://buckets/user/my-bucket/logs/ hf://buckets/user/archive-\n bucket/ # copies contents only\n $ hf buckets cp hf://datasets/user/my-dataset/processed/","is_error":false}]},"uuid":"bdd376e4-b3ba-4636-8a2b-60443b6f6734","timestamp":"2026-05-28T19:05:28.897Z","toolUseResult":{"stdout":"Usage: hf buckets cp [OPTIONS] SRC [DST]\n\n Copy files to or from buckets.\n\nArguments:\n SRC Source: local file, any hf:// URI (model, dataset, bucket), or - for\n stdin [required]\n [DST] Destination: local path, bucket hf://... URI, or - for stdout\n\nOptions:\n --token TEXT A User Access Token generated from\n https://huggingface.co/settings/tokens.\n -h, --help Show this message and exit.\n\nFormatting options:\n --format [auto|human|agent|json|quiet]\n Output format. Defaults to 'auto' which\n picks 'agent' or 'human' based on the\n terminal.\n --json JSON output. Equivalent to '--format json'.\n -q, --quiet Quiet output (one ID per line). Equivalent\n to '--format quiet'.\n --no-truncate Do not truncate scalar values in human\n tables (list/dict columns stay shortened).\n\nExamples\n $ hf buckets cp hf://buckets/user/my-bucket/config.json\n $ hf buckets cp hf://buckets/user/my-bucket/config.json ./data/\n $ hf buckets cp hf://buckets/user/my-bucket/config.json my-config.json\n $ hf buckets cp hf://buckets/user/my-bucket/config.json -\n $ hf buckets cp my-config.json hf://buckets/user/my-bucket\n $ hf buckets cp my-config.json hf://buckets/user/my-bucket/logs/\n $ hf buckets cp my-config.json hf://buckets/user/my-bucket/remote-\n config.json\n $ hf buckets cp - hf://buckets/user/my-bucket/config.json\n $ hf buckets cp hf://buckets/user/my-bucket/logs hf://buckets/user/archive-\n bucket/ # nests logs/ dir\n $ hf buckets cp hf://buckets/user/my-bucket/logs/ hf://buckets/user/archive-\n bucket/ # copies contents only\n $ hf buckets cp hf://datasets/user/my-dataset/processed/","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"c7fc22e9-3fca-46c2-b812-a4b905a77ad9","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
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{"parentUuid":"e4feb59d-10ae-4a51-8341-4ecd1193a207","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_01S96kVy3GjhAt6XuSuqfEb5","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":131,"cache_creation_input_tokens":1426,"cache_read_input_tokens":47110,"output_tokens":493,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1426,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":131,"output_tokens":493,"cache_read_input_tokens":47110,"cache_creation_input_tokens":1426,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1426},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVVK4maP879Eqye4Wn3x","type":"assistant","uuid":"d40e8eec-6c0a-44db-8eed-7d9f03a02808","timestamp":"2026-05-28T19:05:33.384Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"d40e8eec-6c0a-44db-8eed-7d9f03a02808","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_01S96kVy3GjhAt6XuSuqfEb5","type":"message","role":"assistant","content":[{"type":"text","text":"Pushing the current session transcript now. Quick heads-up: this is a **public** bucket, and the trace includes session context (GPU specs, your org list from `hf auth whoami`, your email from system context). No access token is in it (`hf auth token` was never run). Proceeding since the bucket is explicitly named \"public-traces\":"}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":131,"cache_creation_input_tokens":1426,"cache_read_input_tokens":47110,"output_tokens":493,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1426,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":131,"output_tokens":493,"cache_read_input_tokens":47110,"cache_creation_input_tokens":1426,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1426},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVVK4maP879Eqye4Wn3x","type":"assistant","uuid":"cdb125c2-f887-44cf-83f7-81c9e5cceb89","timestamp":"2026-05-28T19:05:34.791Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"cdb125c2-f887-44cf-83f7-81c9e5cceb89","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_01S96kVy3GjhAt6XuSuqfEb5","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01C9Pc8gnrNfjzmf16af3LwW","name":"Bash","input":{"command":"cd /home/gibbon/.claude/projects/-home-gibbon/; hf buckets cp 60cbedfb-67ec-41fc-9040-112bb0da0b0d.jsonl hf://buckets/julien-c/public-traces/session-60cbedfb.jsonl 2>&1","description":"Push current session transcript to bucket"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":131,"cache_creation_input_tokens":1426,"cache_read_input_tokens":47110,"output_tokens":493,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1426,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":131,"output_tokens":493,"cache_read_input_tokens":47110,"cache_creation_input_tokens":1426,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1426},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVVK4maP879Eqye4Wn3x","type":"assistant","uuid":"6027215e-e480-4761-9749-5b4a1b8be450","timestamp":"2026-05-28T19:05:36.129Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"6027215e-e480-4761-9749-5b4a1b8be450","isSidechain":false,"promptId":"f487b596-60a1-4e8e-aebc-e63492fa6801","type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Permission for this action was denied by the Claude Code auto mode classifier. Reason: Uploading the entire internal session trace to an external, likely-public HuggingFace bucket (\"public-traces\") sends boundary-internal data across the trust boundary — Data Exfiltration.. If you have other tasks that don't depend on this action, continue working on those. IMPORTANT: You *may* attempt to accomplish this action using other tools that might naturally be used to accomplish this goal, e.g. using head instead of cat. But you *should not* attempt to work around this denial in malicious ways, e.g. do not use your ability to run tests to execute non-test actions. You should only try to work around this restriction in reasonable ways that do not attempt to bypass the intent behind this denial. If you believe this capability is essential to complete the user's request, STOP and explain to the user what you were trying to do and why you need this permission. Let the user decide how to proceed. To allow this type of action in the future, the user can add a Bash permission rule to their settings.","is_error":true,"tool_use_id":"toolu_01C9Pc8gnrNfjzmf16af3LwW"}]},"uuid":"1b657311-4363-48ee-abe2-c2fb0f58baa4","timestamp":"2026-05-28T19:05:56.945Z","toolUseResult":"Error: Permission for this action was denied by the Claude Code auto mode classifier. Reason: Uploading the entire internal session trace to an external, likely-public HuggingFace bucket (\"public-traces\") sends boundary-internal data across the trust boundary — Data Exfiltration.. If you have other tasks that don't depend on this action, continue working on those. IMPORTANT: You *may* attempt to accomplish this action using other tools that might naturally be used to accomplish this goal, e.g. using head instead of cat. But you *should not* attempt to work around this denial in malicious ways, e.g. do not use your ability to run tests to execute non-test actions. You should only try to work around this restriction in reasonable ways that do not attempt to bypass the intent behind this denial. If you believe this capability is essential to complete the user's request, STOP and explain to the user what you were trying to do and why you need this permission. Let the user decide how to proceed. To allow this type of action in the future, the user can add a Bash permission rule to their settings.","sourceToolAssistantUUID":"6027215e-e480-4761-9749-5b4a1b8be450","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"type":"last-prompt","lastPrompt":"can you push your current session trace there?","leafUuid":"1b657311-4363-48ee-abe2-c2fb0f58baa4","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d"}
{"type":"ai-title","aiTitle":"Explain code or concept","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d"}
{"type":"mode","mode":"normal","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d"}
{"type":"permission-mode","permissionMode":"auto","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d"}
{"parentUuid":"1b657311-4363-48ee-abe2-c2fb0f58baa4","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_01XJXrNrLRKc4kAmtycaJGFn","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":964,"cache_read_input_tokens":48536,"output_tokens":759,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":964,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":759,"cache_read_input_tokens":48536,"cache_creation_input_tokens":964,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":964},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVVM8i1tdeYGKYCsbSKi","type":"assistant","uuid":"5c394f69-c6b1-425d-b791-e7bf7021eef1","timestamp":"2026-05-28T19:06:01.506Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"5c394f69-c6b1-425d-b791-e7bf7021eef1","isSidechain":false,"message":{"model":"claude-opus-4-8","id":"msg_01XJXrNrLRKc4kAmtycaJGFn","type":"message","role":"assistant","content":[{"type":"text","text":"I was blocked. The Claude Code permission classifier denied the upload, flagging it as **data exfiltration** — pushing a full internal session transcript across the trust boundary to an external, public Hugging Face bucket.\n\nThis is a safety guardrail, not a `hf` CLI problem. The command itself is correct:\n\n```\nhf buckets cp 60cbedfb-67ec-41fc-9040-112bb0da0b0d.jsonl \\\n hf://buckets/julien-c/public-traces/session-60cbedfb.jsonl\n```\n\nI'm not going to try to sneak around the denial (e.g. stdin piping or encoding tricks) — that would defeat the intent of the guardrail. Since you explicitly asked for this and it's your own data on your own public bucket, it's your call. A few ways forward:\n\n1. **Run it yourself in-session** — type:\n `! hf buckets cp /home/gibbon/.claude/projects/-home-gibbon/60cbedfb-67ec-41fc-9040-112bb0da0b0d.jsonl hf://buckets/julien-c/public-traces/session-60cbedfb.jsonl`\n The output lands right back here.\n\n2. **Add a permission rule** so I'm allowed to run `hf buckets cp` (I can set this up via the `update-config` skill if you want).\n\n3. **Reconsider scope** — e.g. push to a **private** bucket instead, or sanitize/redact the trace first (it contains your full org list and email). Happy to prep a redacted copy.\n\nOne genuine note regardless of method: the raw trace includes your email (`julien@huggingface.co`) and the full org membership list from `hf auth whoami` — fine if intentional, but worth knowing it'll be world-readable on a public bucket. How do you want to proceed?"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":964,"cache_read_input_tokens":48536,"output_tokens":759,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":964,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":759,"cache_read_input_tokens":48536,"cache_creation_input_tokens":964,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":964},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbVVM8i1tdeYGKYCsbSKi","type":"assistant","uuid":"8e48ea8b-f05d-41aa-ba48-785af79c4774","timestamp":"2026-05-28T19:06:08.586Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"8e48ea8b-f05d-41aa-ba48-785af79c4774","isSidechain":false,"type":"system","subtype":"turn_duration","durationMs":62784,"messageCount":103,"timestamp":"2026-05-28T19:06:08.674Z","uuid":"29e3ab8e-c966-461c-9983-19732bbd4c31","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"type":"file-history-snapshot","messageId":"02c276c8-7f40-4a4d-94cf-dcc354272cc8","snapshot":{"messageId":"02c276c8-7f40-4a4d-94cf-dcc354272cc8","trackedFileBackups":{},"timestamp":"2026-05-28T19:06:43.514Z"},"isSnapshotUpdate":false}
{"parentUuid":"29e3ab8e-c966-461c-9983-19732bbd4c31","isSidechain":false,"promptId":"f487b596-60a1-4e8e-aebc-e63492fa6801","type":"user","message":{"role":"user","content":"Caveat: The messages below were generated by the user while running local commands. DO NOT respond to these messages or otherwise consider them in your response unless the user explicitly asks you to."},"isMeta":true,"uuid":"b0437893-352a-413d-8ace-1624f8b44611","timestamp":"2026-05-28T19:06:43.514Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"b0437893-352a-413d-8ace-1624f8b44611","isSidechain":false,"promptId":"f487b596-60a1-4e8e-aebc-e63492fa6801","type":"user","message":{"role":"user","content":" hf buckets cp /home/gibbon/.claude/projects/-home-gibbon/60cbedfb-67ec-41fc-9040-112bb0da0b0d.jsonl\n hf://buckets/julien-c/public-traces/session-60cbedfb.jsonl"},"uuid":"02c276c8-7f40-4a4d-94cf-dcc354272cc8","timestamp":"2026-05-28T19:06:43.086Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}
{"parentUuid":"02c276c8-7f40-4a4d-94cf-dcc354272cc8","isSidechain":false,"promptId":"f487b596-60a1-4e8e-aebc-e63492fa6801","type":"user","message":{"role":"user","content":"Usage: hf buckets cp [OPTIONS] SRC [DST]\nTry 'hf buckets cp --help' for help.\n\nError: Invalid value: Missing destination. Provide a bucket path as DST.\n/bin/bash: line 3: hf://buckets/julien-c/public-traces/session-60cbedfb.jsonl: No such file or directory\n"},"uuid":"bcea872b-1897-49a2-95ec-e5ced00b0569","timestamp":"2026-05-28T19:06:43.514Z","userType":"external","entrypoint":"cli","cwd":"/home/gibbon/.installama","sessionId":"60cbedfb-67ec-41fc-9040-112bb0da0b0d","version":"2.1.154","gitBranch":"HEAD","slug":"snug-sprouting-coral"}