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Local deployment-artifact analysis for TFLite, ONNX, GGUF, SafeTensors, Core ML, and ExecuTorch.
For a local Codex or Claude Code project, preview and install the bundled Agent Skill without operating an analysis server:
npx -y deepbom@1.106.0 integrate codex
npx -y deepbom@1.106.0 integrate codex --apply
npx -y deepbom@1.106.0 integrate claude-code
npx -y deepbom@1.106.0 integrate claude-code --apply
npx deepbom audit model.onnx --format cyclonedx
npx deepbom audit model.onnx --format sarif --output deepbom.sarif --fail-on high
npx deepbom capabilities --compact
npx deepbom gguf model.gguf --context 8192 --memory-mib 8192
npx deepbom audit Model.mlpackage --compact
npx deepbom audit safetensors-repository/ --compact
npx deepbom verify model.onnx --bom supplied.cdx.json --render markdown
npx deepbom contract capture model.onnx -o baseline.interface-contract.json
npx deepbom verify model.tflite --contract production-interface.json
npx deepbom diff baseline.gguf candidate.gguf --tensors --render markdown
npx deepbom explore model.tflite --target-profile target-profile.json
npx deepbom audit model.pte --executorch-build deepbom.executorch-build.json --compact
npx deepbom capabilities --format agent-json
npx deepbom capabilities --format agent-text
npx -y deepbom@1.106.0 mcp
Claude Desktop can install the version-matched deepbom-1.106.0.mcpb asset
from the corresponding GitHub Release as a local desktop extension.
ChatGPT developer-mode users can connect https://deepbom.org/mcp for one
authorized attachment. Analysis runs in the ChatGPT browser sandbox; the
DEEPBOM service receives only a bounded result and does not fetch or retain
model bytes. Public ChatGPT discovery requires separate OpenAI review. Use the
local package for confidential or large files, directories, shards, sidecars,
complete exports, and repeat automation.
On a Claude host that supports remote MCP Apps, private testers can add the
separate https://deepbom.org/mcp/claude connector. It requires an explicit
file selection inside the app and does not automatically access Claude
attachments. The selected bytes stay in the browser sandbox; only a bounded
result is returned to the conversation. Public Claude discovery remains
subject to Anthropic review. Use the local package or MCPB when model-derived
facts must not leave the computer.
The default output is a bounded human-readable summary. Use --json or
--compact for the complete analysis document, --format envelope for the
canonical cross-format contract, --format cyclonedx for CycloneDX 1.7, or
--format sarif for OASIS SARIF 2.1.0. --policy-output records a deterministic
finding gate when --fail-on is selected.
verify --bom reconciles an exactly selected CycloneDX 1.7 component with
artifact-observable facts; publisher declarations remain not assessable from
the file. contract capture creates an artifact-derived interface baseline,
not an approved production contract. verify --contract fails closed on
interface contradictions, diff preserves the
canonical multi-target TFLite delta ledger, and explore exposes deterministic
WASM Pareto candidates. These commands do not add a second analysis engine.
The package contains one generated JavaScript analysis bundle and the canonical
TFLite WebAssembly module. It does not send model bytes or results over the
network, and it does not depend on a hosted DEEPBOM analysis endpoint. A plain
chat client without local shell or MCP access cannot execute an audit.
TensorRT parser observations and build profiles can be imported with
--tensorrt-parser-evidence and --tensorrt-profile.
ONNX external data next to the model is discovered only from safe serialized
references. Use --external-data-dir to bind a different explicit root.
ExecuTorch PTE audits use the same option for PTD data; --executorch-build
binds a duplicate-key-checked selected-build and binary inventory without
promoting it to observed execution.
Core ML packages and sharded SafeTensors repositories are hashed as canonical
multi-file artifact sets rather than collapsed to one unqualified file hash.
Static provider/delegate placement remains predicted or conditionally eligible unless an identity-bound runtime or parser observation is imported.
For the installed version, deepbom --help and deepbom capabilities --compact
are authoritative. The current source inventory is maintained in the
generated CLI reference.
This public channel package is licensed under Apache-2.0. Protected analyzers and private rulepack-generation sources are not included.
FAQs
Local multi-format deployment-artifact analysis for on-device AI models
The npm package deepbom receives a total of 520 weekly downloads. As such, deepbom popularity was classified as not popular.
We found that deepbom demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.

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