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DEEPBOM Artifact Evidence

ChatGPT plugin

Inspect AI model artifacts

View in ChatGPT directory

Inspect attached AI model deployment files without executing model code. DEEPBOM analyzes supported TFLite, ONNX, GGUF, SafeTensors, Core ML, and ExecuTorch files in the browser and reports SHA-256, serialized structure, tensor encodings, quantization evidence, and static findings. Ask follow-up questions to inspect a layer, search and page through model evidence, investigate improvement priorities, or compare available static delegate profiles. Inspect encoded activation fusion while keeping runtime fusion unobserved. Explore Model IR tables and visualizations, and export SVG, PNG, Word-ready bundles, CycloneDX 1.7 artifact evidence, or SPDX 2.3 artifact inventories. Use Send PNG to chat to share a selected visualization or Save via ChatGPT to obtain a download link for a generated file when supported by the host. These actions share the generated export, not the model file. Results separate artifact defects, cautions, and evidence gaps, and explain what static analysis cannot establish. Use the local CLI or local MCP for confidential, very large, sharded, or multi-file artifacts. Ask for optional weight distributions, channel statistics, similarity, singular spectra, sparsity or quantization evidence with explicit decoder and budget coverage. Discover workflows for comparison, pruning investigation, BOM verification, metadata and runtime evidence; continue in the relevant deepbom.org workspace for richer interaction, or use the provided local CLI commands. Web continuation requires selecting the model again; model files and results are not transferred by the link.

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#4180of 11,36015places up24h29places up7d
#4,100#4,162#4,224#4,286Oct 6Oct 12Oct 18Oct 24Oct 30Nov 4

Rank in Developer tools

#301of 9003places up24h9places up7d
#250#267#284#301Oct 6Oct 12Oct 18Oct 24Oct 30Nov 4

2 listing changes logged · latest Oct 21: Description, Version. See what changed

In its category

How this plugin compares with others in the same category. Positions are counted within the category, not across the whole directory.

Developer tools301st of 900 by placement
#PluginPosition7d
299SQL Expert#4167790places up
300Vapi#416823places up
301DEEPBOM Artifact EvidenceThis page#418029places up
302Zuora Coding Agent#418225places up
303Caveman#4214595places up

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Example prompts

  • “Inspect this model’s structure and quantization evidence. Which layers should I examine next?”
  • “Analyze this model’s weight distributions and sparsity, and visualize the supported results.”
  • “Assess this model’s static compatibility with my target hardware, and guide me to deeper exploration on deepbom.org.”

Skills

  • deepbom-artifact-evidence

    Inspect attached AI deployment artifacts and follow up with layer, finding, optimization-investigation, static delegate, optional weight, and serialized activation-fusion queries. Use DEEPBOM Evidence IR, Model IR visualizations, and CycloneDX or SPDX exports for supported TFLite, ONNX, GGUF, SafeTensors, Core ML, or ExecuTorch files. Does not execute models or establish measured performance, accuracy, or regulatory compliance.

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Made by
JUNHWAN KWON · Website
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On Install
Availability
Available
Version
2.0.0
Created
September 15, 2026
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