Skill: Analysing Flow Architecture

Purpose: Authoritative rules for how an AI agent should analyse a single TIBCO flow group, generate an architecture visualization, and store the discovery results. Follow exactly.

1. Source Reading Depth

• Call migration_getArtifactDetails AND migration_readSourceFile for EVERY artifact in the group.
• Extract ALL configuration details — connector type, HTTP listener paths, Mapper/XSLT scripts, scheduler expressions, database queries, error handler strategies, global config references, process-call targets, choice/scatter-gather branches, variable assignments.
• ZERO HALLUCINATION — every value in the architecture diagram MUST come from source files.

2. Reference Lookup (MANDATORY)

Before classifying any component's Azure equivalent:

1. Read the skill source-to-logic-apps-mapping to look up the exact Logic Apps Standard equivalent.
2. For EACH connector/processor/technology, use the connector name and operation names from that skill as search terms:
   • Call migration_readReferenceDoc with action="search" and a TARGETED query.
   • Call migration_readReferenceDoc with action="read" for the TOP result.
3. Do NOT combine all connectors into one generic search.
4. Do NOT assume any connector lacks native support without checking the skill and docs first.

3. Mermaid Architecture Diagram Rules

Generate a flowchart TB with subgraphs for: SOURCES (TRIGGERS), GLOBAL CONFIGS, FLOWS, sub-processes, OUTBOUND CONNECTORS.

3.1 Flow Source Rules

• Each flow with a source (http:listener, scheduler, jms:listener, etc.) gets an entry point node in the SOURCES subgraph.
• Pattern: Source → Flow → Processors → Outbound Connectors.
• Use cylinder shape [("..")] for queue/topic destinations.

3.2 Flow Reference Rules

• process-call links from one flow/sub-process to another MUST be shown as arrows between subgraphs.
• CORRECT: FLOW1 --> SUB_FLOW1, where the arrow label is "process-call: sub-process-name".
• sub-processes have NO source — they are always invoked via process-call.

3.3 Global Config References

Read the TIBCO XML carefully for global connector configurations:

Show global configs as shared resources that multiple flows reference via config-ref.

3.4 Flow Internal Detail (MANDATORY)

Do NOT draw a flow as a single box. Each flow MUST be a subgraph containing its individual processors as separate nodes:

• HTTP Listener, mapper activity, choice (with when/otherwise branches), scatter-gather (with routes), foreach, try (with error-handler), process-call, set-variable, logger, http:request, JDBC SQL activities/insert, etc.
• Show the execution flow between processors with arrows.
• Include for each processor: doc:name (display name), processor type, config-ref, key attributes (path, method, Mapper/XSLT script reference, collection expression).
• Label every arrow with what happens at that step.
• For choice routers, show each when branch condition and the otherwise branch.
• For scatter-gather, show parallel routes as parallel branches converging.

3.5 sub-process Expansion (MANDATORY)

If any flow invokes a sub-process via process-call:

1. Each invoked sub-process MUST be expanded as its own subgraph with full internal processors — exactly like the parent flow (§3.4). Do NOT render sub-processes as collapsed leaf nodes (e.g., process-call_1, subflow_2).
2. Read the target sub-process's source file using migration_readSourceFile to get its processors.
3. Connect parent → sub-process with an arrow labeled "process-call: {sub-process-name}".
4. Recurse: if the sub-process itself calls further sub-processes, expand those too — all the way down the call tree.

3.6 No Collapsed Invocation Targets

Leaf nodes like process-call_1 or subflow_2 are NOT acceptable final output. Every invoked sub-process must be a fully expanded subgraph unless:

• The target sub-process is NOT in the flow group's artifact list (in which case, label the node as "External: {name} (not in group)").

3.7 Overflow Handling

When the diagram becomes too large (more than ~30 flow/sub-process subgraphs or ~200 processor nodes):

• Split into parent diagram + child detail diagrams.
• The parent diagram shows flow-level boxes with process-call relationships.
• Each child detail diagram shows the full internal processors for one flow.
• Store the parent diagram via storeArchitecture; reference child details in storeComponents.

3.8 Pre-Store Validation Gates

Before calling migration_discovery_storeArchitecture or migration_discovery_finalize, verify:

• ALL invoked sub-processes in the flow group are expanded as subgraphs with internal processors
• ALL processors are labeled with doc:name, type, and relevant details
• ALL arrows between processors have step-level labels
• NO collapsed invocation targets remain (no bare process-call_* or subflow_* leaf nodes)

If any gate fails, do NOT call storeArchitecture or finalize. Fix the diagram first.

4. Component Mapping Priority Ladder

⚠️ MANDATORY OVERRIDE — READ THIS FIRST: Source custom code — custom Java classes, custom TIBCO modules, XPath (TIBCO Expression Language) scripts with complex Java interop, custom transformers, custom policies — MUST ALWAYS map to .NET local functions (level 5). Do NOT simplify custom code to expressions, inline code, or any other level. This rule overrides the priority ladder below. If source code exists, the conversion agent MUST translate the real business logic into a .NET local function — never a stub, never an expression approximation.

For all other (non-custom-code) components, follow this priority for azureEquivalent:

1. Built-in actions — HTTP trigger/action, Compose, Parse JSON, Select, Transform XML (Xslt), XML Parse (XmlParse), XML Compose (XmlCompose), Validate XML (XmlValidation), Flat File Decode/Encode, Service Bus, SQL Connector, File/FTP/SFTP connectors.
2. Workflow expressions — @concat(), @add(), @if(), @body(), @items() — ONLY when no built-in action exists.
3. Data Mapper / Liquid — for Mapper/XSLT-to-Liquid field mapping conversions.
4. Inline Code — for moderate logic (simple Mapper/XSLT expressions that can be inlined).
5. .NET local functions — for complex Mapper/XSLT scripts, Java-based custom code, or logic that cannot be expressed in Liquid.
6. Azure Functions — ONLY for truly external services (last resort).

AUTO-APPLY RULE: Always choose the HIGHEST applicable level without asking. If a built-in action exists for the task (e.g. SQL connector for JDBC SQL activities, HTTP action for http:request), use it — do NOT fall back to expressions or ask the user. The ladder is deterministic: pick the first level that works.

Mapper/XSLT PROCESSING RULE: For Mapper/XSLT transformations (mapper activity), assess complexity. Simple field mappings → Liquid templates. Complex scripts with functions, reduce, groupBy, match → .NET local functions or Azure Functions. Always flag Mapper/XSLT conversions as gaps requiring review.

Additional Rules

• Every flow (type=flow) MUST have azureEquivalent='Logic Apps Standard workflow' — NEVER 'local function'.
• sub-processes → child workflows invoked via Workflow action type, OR inlined into the parent workflow if simple enough.
• .NET local function = NATIVE (isLogicAppsNative=true); custom built-in connector = NOT native (isLogicAppsNative=false).

5. Required Store Tool Sequence

Store discovery results in THIS order:

1. migration_discovery_storeMeta — explanation, summary (with flows, subProcesses, globalConfigs, connectors, Mapper/XSLTFiles, errorHandlers arrays), title.
2. migration_discovery_storeArchitecture — complete Mermaid diagram string.
3. migration_discovery_storeComponents — componentDetails array (id, name, type, description, purpose, connectedTo, properties, azureEquivalent, isLogicAppsNative).
4. migration_discovery_storeMessageFlow — messageFlow array (step, component, componentType, action, messageType, description, pipelineComponents, properties, subscriptionFilter, additionalDetails). additionalDetails is MANDATORY and MUST be an object of named fields, never a raw string. If there is only one free-text note, put it in description or use additionalDetails: { note: "..." }. If there are no extra structured details, send additionalDetails: {}.
5. migration_discovery_storeGaps — gapAnalysis array (component, componentType, gap, severity, options, recommendation).
6. migration_discovery_storePatterns — migrationPatterns array (pattern, description, complexity, TIBCOApproach, logicAppsApproach, components).
7. migration_discovery_storeDependencies — missingDependencies array + summary + allCriticalResolved + counts.
8. migration_discovery_finalize — assemble all files and open visualization.

Do NOT call migration_discovery_storeAnalysis — use the individual tools above.