Salesforce industries routing

Salesforce Industries routing

Overview

This skill is the buyer-facing entry point for the v3.2 OmniStudio / Salesforce Industries extraction tier. The v0.1-v3.1 product silently skipped the entire OmniStudio family — a single Globex sandbox carried 1,474 Industries metadata files with zero graph footprint (journal 0157). v3.2 turns those files into graph citizens across five new ComponentTypes and one new edge type:

ComponentType	What it is	File extension
OmniScript	The user-facing no-code form flow	.os-meta.xml
OmniIntegrationProcedure	The server-side action-chain orchestrator	.oip-meta.xml
OmniDataTransform	The DataRaptor mapping primitive	.rpt-meta.xml
OmniUiCard	The FlexCard widget-canvas primitive	.ouc-meta.xml
DecisionTable	The declarative rule-table primitive	.decisionTable-meta.xml

The new edge type, dispatchesOmniAction, runs from any v3.2-tier component (OmniScript, IP, OmniUiCard) to the IP / DataRaptor / sibling OmniScript it invokes via an action child.

The load-bearing insight: OmniStudio is a declarative-process surface where the "process" IS the metadata. An OmniScript's XML carries the entire user-facing flow — steps, actions, conditional branches, IP calls, DataRaptor reads — inline as <omniProcessElements> children. v3.2's extractors parse those elements; v3.2's tools surface them.

The boundary that matters for the buyer: v3.2 reads the metadata XML, not the runtime records. An OmniScript's metadata XML is the flow definition. The user-entered data and in-flight session state live in OmniProcessElement SObject records (12,899 of them in Globex). v3.2 reads the definition; the records are record-level data, out of scope (Q179 anchor).

The constitutional axis (Q180): v3.2 admits the v3.1 roadmap closure was wrong. The OmniStudio family was a missing extraction tier, not an out-of-roadmap zone. But v3.2 does NOT claim to detect whether an org is mid-migration from the legacy Vlocity managed package to Industries Native. The skill surfaces what the file extensions show without inferring migration state.

When to fire

Fire this skill on OmniStudio / Industries phrasing. Concrete triggers:

OmniScript flow shape

• "Walk AccountLinking_Existing_English_1 step by step." / "What does this OmniScript do?" — Use sfi.omniscript_flow with { omniScriptId: 'OmniScript:AccountLinking_Existing_English_1' }.
• "What does this no-code form do when I click Submit?" — Same; the dispatched-action list shows what the buttons call.
• "What IPs / DataRaptors does this OmniScript call?" — Same; the dispatchedActions[] surface is the answer.

Integration Procedure chain shape

• "Show the action chain for AccountLiniking_MPPValidation." / "What does this IP do step by step?" — Use sfi.integration_procedure_chain with { integrationProcedureId: 'OmniIntegrationProcedure:AccountLiniking_MPPValidation_Procedure_1' }.
• "What endpoints does this Integration Procedure hit?" / "What REST callouts does this IP make?" — Same; the externalEndpoints[] surface, grouped by kind.
• "What's the response shape of this IP?" — Same; the responseShape.additionalOutput payload.

DataRaptor field-map shape

• "Show the field map for DRGetIncomeApplicationById." / "What does this DataRaptor extract / transform / load?" — Use sfi.datatransform_field_map with { dataTransformId: 'OmniDataTransform:DRGetIncomeApplicationById_1' }.
• "What source field maps to what target field in this mapper?" — Same; the mappings[] table with per-row confidence.

FlexCard breakdown shape

• "What's on the AccountLinkingIntro FlexCard?" / "Show me the widgets in this OmniUiCard." — Use sfi.omniuicard_widget_breakdown with { omniUiCardId: 'OmniUiCard:AccountLinkingIntro_Developer_1' }.
• "What OmniScripts / IPs does this card launch?" — Same; the dispatchedActions[] surface.

DecisionTable parameter shape

• "What inputs does the FPLFullTabe DecisionTable take?" / "Show me the DT parameters." — Use sfi.decision_table_browse with { decisionTableId: 'DecisionTable:FPLFullTabe' }.
• "Show me the actual rows in FPLFullTabe." — Use the same tool, then surface the Q179 row-data refusal verbatim. The rows are NOT enumerable from metadata — do not fabricate them.

Honesty-axis shapes (no happy-path tool answer)

• "What OmniStudio version is this org on?" — Surface the Q180 Native-vs-Vlocity disclosure verbatim. Do NOT claim a detection.
• "What Apex classes call into OmniStudio?" — Surface the v3.3 Apex-coupling deferral verbatim. Those edges are NOT yet in the graph.
• "What user-entered data is in this OmniScript?" — Surface the OmniProcessElement record-level boundary verbatim.

When NOT to fire

Defer to another skill when:

• The user asks "what calls AccountLiniking_MPPValidation?" (who dispatches INTO an IP). That's a graph walk over incoming dispatchesOmniAction edges; defer to developer-find-anywhere → sfi.find_field_anywhere / the broader find-anywhere walk. v3.2's edges feed that walk without a special routing case — the edge type is in the union.
• The user asks "what breaks if I delete ExtractContactMPPMapper?" That's impact analysis over incoming edges; defer to architect-impact-analysis → sfi.get_impact, or developer-impact-and-reachability. v3.2's dispatchesOmniAction edges feed into those walks.
• The user asks for the broad integration map ("draw me our integration map", "what named credentials / external data sources do we have"). That's v1.5's sfi.integration_map; defer to architect-integration-topology. v3.2's sfi.integration_procedure_chain adds OmniStudio Rest Actions to that surface, but the org-wide topology question is v1.5's.
• The user asks about a standard Flow (Flow: / *.flow-meta.xml). OmniScripts and Flows are different families. Defer to answering-org-questions / the Flow tools.
• The user names a Vlocity-managed-package component (vlocity_cmt__OmniScript__c, namespace vlocity_cmt__). v3.2 does NOT extract those — they live as SObject records, not metadata XML. Surface the Q180 disclosure and point at v3.3+ as the potential future home.
• The user wants the actual DecisionTable rows, or the OmniScript runtime data. That's record-level data, out of scope. Surface the Q179 disclosure.
• The user wants the visual designer's drag-drop widget order. v3.2 parses the propertySetConfig JSON's declared order, not the designer's visual order. Surface the propertySetConfig-parsing disclosure.

Disambiguation — name without a type

When the user names a component without specifying its type ("show me AccountLinking"), the same base name can resolve to multiple ComponentTypes (an OmniScript, an IP, a FlexCard, all named for the same business process). Ask ONE disambiguation question listing the matching candidates across all five types before dispatching:

AccountLinking matches several OmniStudio components. Which one?

• OmniScript:AccountLinking_Existing_English_1 (the user-facing form flow) → sfi.omniscript_flow
• OmniIntegrationProcedure:AccountLiniking_MPPValidation_Procedure_1 (the server-side action chain) → sfi.integration_procedure_chain
• OmniUiCard:AccountLinkingIntro_Developer_1 (the FlexCard) → sfi.omniuicard_widget_breakdown

Do NOT guess. The five tools have distinct id prefixes and distinct output shapes; dispatching the wrong tool surfaces an invalid-query "id resolved to type X, not Y" error.

The cascade

Five tools, five distinct OmniStudio question shapes. Each composes its v3.2 ComponentType node + (where applicable) the dispatchesOmniAction edge. Each refuses an unknown id with a component-not-found payload. Pick the right entry point.

1. sfi.omniscript_flow — walk an OmniScript end-to-end

Intent: Given an OmniScript id, return the parsed step sequence plus the downstream IP / DataRaptor / sibling-OmniScript dispatches.

Input shape:

{
  "omniScriptId": "OmniScript:AccountLinking_Existing_English_1",
  "includeChildPropertySetConfig": false
}

includeChildPropertySetConfig (default false) attaches each step's parsed propertySetConfig JSON blob. The blobs are kilobytes per step; leave it off unless the user asks for the per-step config.

Use case: "Walk this OmniScript step by step." / "What does this no-code form call?"

Output: metadata (omniProcessType, versionNumber, language, isActive, isWebCompEnabled, uniqueName, subType, type), steps[] (ordered by level then sequenceNumber; each carries name, type, level, sequenceNumber, isActive), dispatchedActions[] (one per dispatchesOmniAction edge; carries stepName, stepType, targetId, targetRawName, confidence), and boundaries[] (three verbatim disclosures — Native-vs-Vlocity, record-level, v3.3 Apex deferral).

The tool re-parses the source XML at invocation time for the step shape (the R2 extractor stores summary counts on the node, not the full body). A dispatchedActions[] entry with targetId: null is a dangling reference — the target name is in the XML but no matching component is in the vault (common for managed-package or cross-namespace targets).

2. sfi.integration_procedure_chain — walk an IP's action chain

Intent: Given an IP id, return the action sequence (ordered by sequenceNumber), the downstream callouts (REST endpoints, DataRaptor reads, chained IPs, Remote Actions), and the response shape.

Input shape:

{
  "integrationProcedureId": "OmniIntegrationProcedure:AccountLiniking_MPPValidation_Procedure_1",
  "includeChildPropertySetConfig": false
}

Use case: "Show the IP action chain." / "What endpoints does this IP hit?"

Output: metadata (omniProcessKey, versionNumber, isActive, subType, type, uniqueName), actions[] (ordered by sequenceNumber; each carries name, type, description, sequenceNumber, isActive, executionConditionalFormula), externalEndpoints[] (grouped by kind: rest / dataraptor / remote-action / integration-procedure; each carries stepName, target, targetId, namedCredential, endpointConfidence: 'parsed'), responseShape (additionalOutput + returnOnlyAdditionalOutput from the terminal Response Action), and boundaries[] (FOUR verbatim disclosures — Native-vs-Vlocity, v3.3 Apex deferral, record-level, REST reachability).

The endpoints come from re-parsing the IP XML's per-action propertySetConfig, NOT from reading the edges:

• Rest Action → kind: rest, target = restPath, namedCredential alongside.
• DataRaptor Extract/Transform/Load Action → kind: dataraptor, target = bundle; targetId resolves to the OmniDataTransform:{bundle} node when present.
• Integration Procedure Action → kind: integration-procedure, target = integrationProcedureKey; targetId resolves when the IP node is in the vault.
• Remote Action → kind: remote-action, target = {remoteClass}.{remoteMethod}. No targetId — Apex→OmniProcess edges are the v3.3 implementsOmniInterface follow-up.

3. sfi.datatransform_field_map — DataRaptor source→target map

Intent: Given a DataRaptor id, return the per-row source-to-target field mapping plus the operation-type metadata (Extract / Load / Transform).

Input shape:

{ "dataTransformId": "OmniDataTransform:DRGetIncomeApplicationById_1" }

Use case: "Show the field map for this DataRaptor." / "What does this mapper extract?"

Output: metadata (inputType, interfaceClass, active, assignmentRulesUsed, nullInputsIncludedInOutput, description), sourceObject, targetObject (best-effort: first non-json output object name), operationType (raw <type> element), mappings[] (one per <omniDataTransformItem> row; each carries name, sourceField, targetField, outputObjectName, confidence, upsertKey, requiredForUpsert, disabled), inputSampleJson / outputSampleJson (the <expectedInputJson> / <expectedOutputJson> verbatim when present), and boundaries[] (TWO verbatim disclosures — Native-vs-Vlocity AND per-row confidence).

Per-row confidence is the load-bearing axis here. A row whose source OR target path uses the {ObjectAlias}:{fieldPath} convention surfaces as parsed (the alias is designer-controlled and may not resolve to a real SObject). A row whose paths are flat (no colon) surfaces as declared. Cite the per-row confidence; do NOT collapse them.

Note the output uses mappings[] with sourceField / targetField, NOT the PLAN's draft fieldMappings[] / inputFieldName names. The shipped tool's shape is the contract. DataRaptors are leaf-of-the- chain — this tool surfaces NO dispatchesOmniAction edges.

4. sfi.omniuicard_widget_breakdown — FlexCard widget tree

Intent: Given an OmniUiCard id, return the state list, each state's recursive widget tree, the declared data source, and the downstream OmniScript / IP dispatches in Action widgets.

Input shape:

{ "omniUiCardId": "OmniUiCard:AccountLinkingIntro_Developer_1" }

Use case: "What's on this FlexCard?" / "What does this card launch?"

Output: metadata (omniUiCardType, authorName, versionNumber, isActive, isManagedUsingStdDesigner), states[] (each carries name, stateIndex, widgetCount, and a recursive widgets[] tree where Block / container widgets carry children), dataSource (type + contextVariables[] from the node properties), dispatchedActions[] (one per dispatchesOmniAction edge from an Action widget whose stateAction.type is OmniScript or Integration Procedure), and boundaries[] (TWO verbatim disclosures — propertySetConfig-parsing AND Native-vs-Vlocity).

The widget tree comes from re-parsing the source XML's <propertySetConfig> JSON (states[].components["layer-0"].children); the dispatched-actions list comes from the graph edges. Widget order follows the JSON's declared order, NOT the designer's drag-drop order — the propertySetConfig-parsing disclosure surfaces verbatim.

5. sfi.decision_table_browse — DecisionTable parameter shape

Intent: Given a DecisionTable id, return the input / output parameter rows ordered by sequence. The parameter list IS the canonical schema; row content is NOT exposed.

Input shape:

{ "decisionTableId": "DecisionTable:FPLFullTabe" }

Use case: "What inputs does this DecisionTable take?" / "Show me the DT parameters." And — the Q179 anchor — "show me the actual rows": surface the refusal, do NOT fabricate.

Output: apiName (matches setupName), dataSourceType, executionType, inputParams[] (each carries name, type, defaultValue), outputParams[] (each carries name, type), rows: null (UNCONDITIONALLY — the Q179 anchor), and boundaries[] (the verbatim row-data boundary FIRST, then a dataSourceType-specific row-store hint, then the Native-vs-Vlocity disclosure).

rows is always null. Row data lives in CSV uploads or SObject records, not in the metadata XML. The dataSourceType-specific hint tells the caller WHERE the rows live (CsvUpload → the uploaded CSV File; SObject → {sourceObject} records; Manual → the OmniStudio designer's row-editor). v3.2 reaches none of those.

Output rendering discipline

Tool result	Default render
sfi.omniscript_flow happy path	Step table ordered by (level, sequenceNumber) (name, type, level, isActive). Then a "downstream calls" section listing dispatchedActions (stepType → targetRawName → targetId or dangling). Surface the Native-vs-Vlocity disclosure verbatim ALWAYS.
sfi.integration_procedure_chain happy path	Action table ordered by sequenceNumber (name, type, description, isActive). Then an "external endpoints" section grouped by kind. Then the response shape. Surface Native-vs-Vlocity + v3.3-Apex-deferral disclosures verbatim.
sfi.datatransform_field_map happy path	Metadata header (inputType, interfaceClass, active). Then the field-mapping table (mapping name, sourceField → targetField, outputObjectName, confidence). Then expectedInput/Output JSON when present. Surface Native-vs-Vlocity disclosure verbatim.
sfi.omniuicard_widget_breakdown happy path	Per-state widget tree (indented by recursion depth). Then a "data source" section. Then a "dispatched actions" section. Surface the propertySetConfig-parsing disclosure verbatim.
sfi.decision_table_browse happy path	Metadata header. Then input parameters table ordered by sequence, then output parameters table. Surface the row-data boundary disclosure verbatim ALWAYS (Q179 anchor).
Any tool with component-not-found	"No {ComponentType} with id {id} in the vault. If your org runs Vlocity-managed-package legacy OmniStudio (namespace vlocity_cmt__), v3.2 does NOT extract those — their components are vlocity_cmt__OmniScript__c SObject records, not .os-meta.xml files."

Honesty axes

The skill MUST surface these disclosures verbatim. Paraphrasing them is a v3.2 contract violation (PLAN-v3.2 §10). Each tool already bundles its disclosures into boundaries[]; re-emit them unchanged.

Native-vs-Vlocity-Legacy detection is heuristic (Q180 — verbatim, EVERY tool)

v3.2 recognizes Industries Native XML shapes (file extensions .os-meta.xml, .oip-meta.xml, .rpt-meta.xml, .ouc-meta.xml, .decisionTable-meta.xml). Legacy Vlocity-managed-package components (namespace vlocity_cmt__) are NOT extracted by v3.2. Mid-migration orgs may show partial coverage.

This is the constitutional re-opening marker. When the user asks "what OmniStudio version is this org on?", surface this verbatim. Do NOT attempt a clever "I detect Native because all your files are .os-meta.xml" answer. The recon found Globex's namespace prefix is omnistudio__ (the Native rebrand path); the skill acknowledges what the file extensions show without inferring mid-migration state. Surfaced on EVERY v3.2 tool response.

OmniProcessElement record-level data is out of scope (Q179 — verbatim)

v3.2 walks the OmniScript / IP / Card metadata XML. The actual user-entered data and runtime state lives in OmniProcessElement and related SObject records; that is record-level data, out of scope for v0.1's read-the-metadata posture.

Surfaced on EVERY sfi.omniscript_flow, sfi.integration_procedure_chain, AND sfi.decision_table_browse response. When the user asks "what data did a user enter in this flow?", this is the answer.

DecisionTable row data is NOT enumerable from metadata (Q179 anchor — verbatim)

DecisionTable rows live in CSV uploads or SObject records, not in the metadata XML. v3.2 cannot enumerate row content. To see the actual rows, query the row data source (SObject record query or the original CSV).

The first v3.2 honesty anchor. sfi.decision_table_browse returns rows: null AND surfaces this phrase first in boundaries[]. When the user asks "show me the actual rows in FPLFullTabe", surface this verbatim and the dataSourceType-specific hint. Do NOT fabricate row content even when the metadata hints at the row store.

Apex coupling is a v3.3 follow-up (Q180 — verbatim)

v3.2 captures OmniStudio components and intra-OmniStudio call chains (dispatchesOmniAction). The Apex-to-OmniProcess coupling (implements omnistudio.VlocityOpenInterface etc.) is a v3.3 follow-up — those edges are NOT yet in the graph.

The recon found 16 of 141 vaulted Apex classes reference OmniStudio APIs (implements omnistudio.VlocityOpenInterface, Callable) with zero captured edges. Surfaced on EVERY sfi.omniscript_flow and sfi.integration_procedure_chain response (the two tools whose callers might assume Apex coverage). When the user asks "what Apex calls into OmniStudio?", surface this verbatim.

REST endpoint URLs are parsed, not verified (verbatim, IP chain)

REST endpoint URLs are surfaced with parsed confidence (from the propertySetConfig JSON blob); v3.2 does NOT probe the URL, verify the endpoint is reachable, or resolve the Named Credential against live state.

Surfaced on EVERY sfi.integration_procedure_chain response. A rest-kind endpoint's URL is the verbatim restPath from the JSON; v3.2 does not confirm it resolves, does not check DNS / TLS, and does not resolve the Named Credential against live state. The architect verifies reachability separately.

propertySetConfig JSON parsing has noise (verbatim, FlexCard)

widget breakdown parses the propertySetConfig JSON blob. FlexCard authors can edit the raw blob in the OmniStudio designer; widget order in the breakdown follows the JSON's declared order, not the visual designer's drag-drop order.

Surfaced on EVERY sfi.omniuicard_widget_breakdown response.

Per-row confidence — declared vs parsed (verbatim, DataRaptor)

Per-mapping confidence reflects how the source/target field path was extracted. declared rows came from direct XML elements (<inputFieldName> / <outputFieldName> without a colon-prefix alias); parsed rows used the designer-controlled {ObjectAlias}:{fieldPath} convention — the alias may not correspond to a real SObject API name.

Surfaced on EVERY sfi.datatransform_field_map response. Cite each mapping's confidence; a parsed row's object alias may not resolve to a vaulted SObject.

propertySetConfig parsing brittleness

The propertySetConfig blobs are HTML-entity-escaped JSON (the source XML carries " everywhere). v3.2's extractors and tools decode and parse them best-effort. A malformed blob (rare; Salesforce's exporter is reliable) becomes null / an empty states[] / steps[] list rather than an extractor failure. If a FlexCard's widget tree comes back empty but the card clearly has widgets in the designer, suspect a hand-edited or non-layer-0 propertySetConfig — surface the parsing disclosure rather than asserting "this card is empty."

Refusal patterns

• Component-not-found — refuse with the "no {Type} with id {id}" message plus the Vlocity-Legacy hint when the user's id pattern looks like it might be a managed-package component.
• Cross-tool confusion — when the user asks "walk the OmniScript" but the id resolves to an OmniIntegrationProcedure (or vice versa), the tool surfaces invalid-query "id resolved to type X, not Y". Clarify the kind and offer the correct tool. Do NOT retry the wrong tool.
• Vlocity-Legacy hit — when the user names a component whose id starts with vlocity_cmt__, refuse and surface the Q180 Native-vs-Vlocity disclosure verbatim, pointing at v3.3+ as the potential future home. Those components live as SObject records, not metadata XML.
• Row-data ask — when the user asks for DecisionTable row content (or OmniScript runtime data), surface the Q179 disclosure verbatim. Do NOT fabricate rows.

Worked example

User: "What happens when I click Start Linking on the AccountLinking intro card?"

Claude's flow:

1. Classify → FlexCard breakdown shape (the entry point is the card; the button launches a downstream flow).
2. Fire sfi.omniuicard_widget_breakdown with { "omniUiCardId": "OmniUiCard:AccountLinkingIntro_Developer_1" }.
3. Receive (illustrative): metadata.omniUiCardType: "Parent"; one Active state with one Action widget (StartLinking); dataSource.type: "DataRaptor"; one dispatchedActions[] entry — actionType: "OmniScript", targetId: "OmniScript:AccountLinking_Existing_English_1", confidence: "parsed"; boundaries[] carrying the propertySetConfig-parsing and Native-vs-Vlocity disclosures.
4. Follow the dispatch — the Start Linking action launches an OmniScript. Fire sfi.omniscript_flow with { "omniScriptId": "OmniScript:AccountLinking_Existing_English_1" } to walk what happens next.
5. Respond:

Clicking Start Linking on OmniUiCard:AccountLinkingIntro_Developer_1 launches the OmniScript OmniScript:AccountLinking_Existing_English_1 (confidence: parsed — the target name comes from the FlexCard's propertySetConfig JSON actionList[].stateAction.omniType.Name).

The FlexCard: one Active state with a single Action widget (StartLinking). Data source: DataRaptor, context variable recordId.

The OmniScript it launches (walked via sfi.omniscript_flow):

Step	Type	Level
BARestriction	Step	0
BARestrictionLWC	Custom Lightning Web Component	1
extractContact	DataRaptor Extract Action	0
callUserSearch	Integration Procedure Action	0
goToHome	Navigate Action	0

Downstream calls from the OmniScript:

• extractContact → DataRaptor ExtractContactMPPMapper (dispatchesOmniAction, parsed).
• callUserSearch → IP UserSearch_Existing (dispatchesOmniAction, parsed).

Important v3.2 boundaries (verbatim):

• Widget order follows the JSON, not the designer. widget breakdown parses the propertySetConfig JSON blob. FlexCard authors can edit the raw blob in the OmniStudio designer; widget order in the breakdown follows the JSON's declared order, not the visual designer's drag-drop order.
• Native-vs-Vlocity detection is heuristic. v3.2 recognizes Industries Native XML shapes (file extensions .os-meta.xml, .oip-meta.xml, .rpt-meta.xml, .ouc-meta.xml, .decisionTable-meta.xml). Legacy Vlocity-managed-package components (namespace vlocity_cmt__) are NOT extracted by v3.2. Mid-migration orgs may show partial coverage.
• The OmniScript's runtime data is out of scope. v3.2 walks the OmniScript / IP / Card metadata XML. The actual user-entered data and runtime state lives in OmniProcessElement and related SObject records; that is record-level data, out of scope for v0.1's read-the-metadata posture.
• Apex coupling is a v3.3 follow-up. If a step calls into Apex via a Remote Action, the Apex-to-OmniProcess coupling (implements omnistudio.VlocityOpenInterface etc.) is a v3.3 follow-up — those edges are NOT yet in the graph.

Follow-up suggestions:

1. To see the REST endpoints / response shape behind UserSearch_Existing, run sfi.integration_procedure_chain.
2. To see what ExtractContactMPPMapper reads, run sfi.datatransform_field_map.

The response leads with the answer (the button launches an OmniScript), follows the dispatchesOmniAction chain one hop, cites every canonical id with its edge confidence, and appends the verbatim v3.2 disclosures.

Anti-patterns

Mistake	Why it's wrong
Claiming "this org is on Industries Native" because all the files are .os-meta.xml.	The Q180 boundary is explicit: Native-vs-Vlocity detection is heuristic. v3.2 recognizes the Native XML shape but does NOT detect mid-migration state. Surface the disclosure verbatim; do not infer the migration posture.
Fabricating DecisionTable rows when the user asks "show me the rows".	rows is unconditionally null (Q179 anchor). Row data lives in CSV uploads / SObject records. Surface the verbatim refusal + the dataSourceType-specific hint; do NOT invent row content.
Treating a dispatchedActions[] entry with targetId: null as "the OmniScript is broken".	A null targetId is a dangling reference — the target name is in the XML but no matching component is in the vault. Common for managed-package or cross-namespace targets. Surface the targetRawName and flag it as dangling, not as a defect.
Reporting a REST endpoint URL as "this endpoint is reachable".	v3.2 surfaces the URL with parsed confidence from the JSON blob; it does NOT probe, verify, or resolve the Named Credential against live state. State the REST-reachability disclosure.
Collapsing the DataRaptor per-row confidence into a single "this mapper is parsed" claim.	Per-row confidence is the load-bearing axis. A declared row came from a flat XML element; a parsed row used a designer-controlled colon-alias path that may not resolve to a real SObject. Cite each row's confidence; do not collapse.
Dispatching sfi.omniscript_flow against an id that resolves to an OmniIntegrationProcedure.	The tool surfaces invalid-query "id resolved to type X, not Y". OmniScripts and IPs share the <omniProcessElements> shape but are distinct types with distinct tools. Re-route to sfi.integration_procedure_chain; do not retry.
Trying to extract a vlocity_cmt__OmniScript__c component.	v3.2 scopes to Industries Native metadata XML. Vlocity-managed-package legacy components live as SObject records, not .os-meta.xml files. Surface the Q180 disclosure and point at v3.3+.
Asserting "this FlexCard has no widgets" when the breakdown returns an empty states[].	An empty states[] may mean a malformed / hand-edited / non-layer-0 propertySetConfig (the best-effort parse degrades to empty rather than failing). Surface the propertySetConfig-parsing disclosure; suggest the user check the raw blob.
Skipping the verbatim boundary on a "short" or "obvious" response.	The disclosures are the buyer's protection against treating a metadata read as runtime truth. ALWAYS surface every applicable disclosure, even when the answer feels complete.
Routing "what calls this IP?" to a v3.2 tool.	The v3.2 tools walk OUTGOING dispatchesOmniAction edges (what THIS component dispatches). "What calls INTO this" is an incoming-edge walk — defer to developer-find-anywhere / architect-impact-analysis.

See also

• architect-integration-topology — the v1.5 declared-integration tier (integration_map, event_subscribers, the async / API property booleans, the endpoint catalog). v3.2's sfi.integration_procedure_chain ADDS OmniStudio Rest Action endpoints to that surface; for the org-wide "what external endpoints exist" question, the topology skill consults v3.2's tool. v3.2 EXTENDS but does not replace — defer there for the declared integration tier.
• developer-find-anywhere — for "what calls AccountLiniking_MPPValidation?" (incoming dispatchesOmniAction edges). v3.2's edges feed the find-anywhere walk without a special routing case — the edge type is in the union.
• architect-impact-analysis — for "what breaks if I delete ExtractContactMPPMapper?". v0.2's sfi.get_impact walks every incoming edge, including dispatchesOmniAction.
• developer-impact-and-reachability — for "what breaks if I delete this OmniScript / IP". v2.7's walks consume v3.2's dispatchesOmniAction edges directly.
• business-user-orientation — for the business-user phrasing ("what happens when I click Submit on AccountLinking"). That routes here to sfi.omniscript_flow; the business-user skill verifies intent before dispatching.

Verification

Before sending a response, confirm:

• I classified the question into one of the five OmniStudio shapes (OmniScript flow / IP chain / DataRaptor map / FlexCard breakdown / DecisionTable parameters) and fired the right tool.
• When the user named a component without a type, I asked ONE disambiguation question listing the matching candidates across all five ComponentTypes before dispatching.
• I surfaced every applicable verbatim disclosure: the Native-vs-Vlocity disclosure (EVERY tool); the record-level boundary (omniscript_flow, integration_procedure_chain, decision_table_browse); the v3.3 Apex deferral (omniscript_flow, integration_procedure_chain); the REST-reachability disclosure (integration_procedure_chain); the propertySetConfig-parsing disclosure (omniuicard_widget_breakdown); the per-row confidence disclosure (datatransform_field_map).
• For the "what OmniStudio version" question, I surfaced the Q180 Native-vs-Vlocity disclosure verbatim and did NOT claim a detection.
• For a "show me the rows" DecisionTable ask, I surfaced the Q179 row-data refusal verbatim + the dataSourceType-specific hint and did NOT fabricate row content (rows is null).
• For dispatchedActions[] / externalEndpoints[], I cited each entry's confidence / endpointConfidence and flagged any targetId: null as a dangling reference, not a defect.
• For datatransform_field_map, I cited each mapping's per-row confidence (declared vs parsed) rather than collapsing them.
• For a cross-tool id mismatch (invalid-query "resolved to type X, not Y"), I re-routed to the correct tool rather than retrying.
• For a Vlocity-managed-package id (vlocity_cmt__*), I refused with the Q180 disclosure and pointed at v3.3+.
• I cited every canonical id in backticks (OmniScript:AccountLinking_Existing_English_1, OmniIntegrationProcedure:..., OmniDataTransform:..., OmniUiCard:..., DecisionTable:FPLFullTabe).
• When the question was about the org-wide integration topology (named credentials, external data sources generally), I deferred to architect-integration-topology. When it was an incoming-edge "what calls this" question, I deferred to developer-find-anywhere / architect-impact-analysis.

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Grounding & routing (shared contract). For a vague or broad ask, call sfi.route_question first — in the default hybrid mode it returns a meaning-ranked toolCandidates shortlist (which YOU pick from) plus a suggested plane and a route hint (and whether to sfi.resolve a name first). Every org fact must come from an sfi.* tool call, cited by its canonical id — never from memory. Build the answer only from what the tools returned, then pass it through sfi.synthesize_answer, which flags any hallucinatedIds (canonical ids no tool produced). Full cascade: using-sf-intelligence.