ONB-03 · Artifact-aware classifier / auto-detection (Tramiton detect handoff) #121

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2026-07-10T08:34:42Z

sharang commented

2026-07-10 08:34:42 +00:00

Part of #118.

Context

Users should not have to hand-classify targets. Given the ingested artifacts, infer the target type + recommended scans — mirroring Tramiton's table-driven detect.

Scope

Classifier that maps artifacts → likely TargetType + discovered facts (languages, build system, frameworks, package manifests, MCU/board for firmware).
Firmware / bare-metal / RTOS / Yocto: hand off to Tramiton detect (provider/BuildPlan) for build-system + toolchain + target inference.
PLC/SPS: detect PLCopen XML / ST project structure (ties to CS-E1 parser).
Source/mobile/web/backend/desktop: language + build-system + framework fingerprinting (reuse existing SBOM/lint language detection where possible).
Output a confidence-ranked classification the wizard can confirm/override.

Acceptance criteria

Given a fixture per target type, classifier returns the correct type as top candidate.
Firmware fixtures route through Tramiton detect and surface MCU/build facts.
Ambiguous inputs return ranked candidates rather than a wrong single answer.

Depends on

ONB-01, ONB-02. Coordinates with Tramiton (tramiton-core detect) and CS-E1.

Part of #118. ## Context Users should not have to hand-classify targets. Given the ingested artifacts, infer the target type + recommended scans — mirroring Tramiton's table-driven `detect`. ## Scope - Classifier that maps artifacts → likely `TargetType` + discovered facts (languages, build system, frameworks, package manifests, MCU/board for firmware). - Firmware / bare-metal / RTOS / Yocto: hand off to **Tramiton** `detect` (provider/BuildPlan) for build-system + toolchain + target inference. - PLC/SPS: detect PLCopen XML / ST project structure (ties to CS-E1 parser). - Source/mobile/web/backend/desktop: language + build-system + framework fingerprinting (reuse existing SBOM/lint language detection where possible). - Output a confidence-ranked classification the wizard can confirm/override. ## Acceptance criteria - Given a fixture per target type, classifier returns the correct type as top candidate. - Firmware fixtures route through Tramiton detect and surface MCU/build facts. - Ambiguous inputs return ranked candidates rather than a wrong single answer. ## Depends on ONB-01, ONB-02. Coordinates with Tramiton (`tramiton-core` detect) and CS-E1.

sharang added this to the Onboarding v1 milestone 2026-07-10 08:34:42 +00:00

sharang added the enhancement onboarding labels 2026-07-10 08:34:42 +00:00

sharang referenced this issue

2026-07-10 08:41:02 +00:00

ONB-Epic · Multi-target artifact-aware onboarding wizard #118

sharang referenced this issue from a commit

2026-07-10 10:23:59 +00:00

feat(onboarding): unified multi-target model + scan matrix foundation

sharang referenced this issue

2026-07-10 10:24:23 +00:00

feat(onboarding): unified multi-target model + scan matrix foundation #134

sharang referenced this issue