* feat(flowstudio): align Power Automate skills with MCP server v1.1.6 Foundation skill (flowstudio-power-automate-mcp) rewritten to use the server's new tool_search and list_skills meta-tools (v1.1.5+) for discovery instead of cataloging every tool by hand. Cut from 519 to 295 lines. New "Which Skill to Use When" intent-keyed decision tree points at the four specialized skills. Build/debug/governance/monitoring updated for use-case framing. Tools that genuinely cross tiers (e.g. debug skill borrowing get_store_flow_summary) are correct when the workflow needs them — the split between skills is by use-case intent, not by tool partition. Build skill: new Step 3a Resolving Dynamic Connector Values covers get_live_dynamic_options outer-parameter auto-bridge (v1.1.6+) and the AadGraph user-picker fallback via shared_office365users.SearchUserV2 (replaces broken builtInOperation:AadGraph.GetUsers). Debug skill: Outlook user-picker failure note pointing at the fallback. Monitoring skill description disambiguates from the server's monitor-flow tool bundle (runtime control of a single flow) — this skill is tenant-wide health analytics over the cached store. All 5 skills validate via npm run skill:validate; line endings LF only; codespell clean; auto-regenerated docs/README.skills.md included. * fix(flowstudio): remove deprecated tool references The v1.1.5 MCP server release marked 5 tools [DEPRECATED] but the previous alignment commit missed them. Replacements per server source: - get_live_flow_http_schema → read trigger.inputs.schema from get_live_flow - get_live_flow_trigger_url → read trigger.metadata.callbackUrl from get_live_flow - get_store_flow_trigger_url → get_store_flow.triggerUrl field - get_store_flow_errors → get_store_flow_runs(status=["Failed"]) - set_store_flow_state → set_live_flow_state Touches build, debug, governance, monitoring SKILL.md and the foundation skill's tool-reference.md. Remaining mentions of the deprecated names are intentional — they live in deprecation notices naming the obsolete wrapper alongside its replacement. * Update FlowStudio Power Automate skills * Cover latest FlowStudio MCP actions * Trim FlowStudio Power Automate skills * Number FlowStudio build workflow steps
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FlowStudio MCP — Common Power Automate Errors
Reference for error codes, likely causes, and recommended fixes when debugging Power Automate flows via the FlowStudio MCP server.
Expression / Template Errors
InvalidTemplate — Function Applied to Null
Full message pattern: "Unable to process template language expressions... function 'split' expects its first argument 'text' to be of type string"
Root cause: An expression like @split(item()?['Name'], ' ') received a null value.
Diagnosis:
- Note the action name in the error message
- Call
get_live_flow_run_action_outputson the action that produces the array - Find items where
Name(or the referenced field) isnull
Fixes:
Before: @split(item()?['Name'], ' ')
After: @split(coalesce(item()?['Name'], ''), ' ')
Or guard the whole foreach body with a condition:
expression: "@not(empty(item()?['Name']))"
InvalidTemplate — Wrong Expression Path
Full message pattern: "Unable to process template language expressions... 'triggerBody()?['FieldName']' is of type 'Null'"
Root cause: The field name in the expression doesn't match the actual payload schema.
Diagnosis:
# Check trigger output shape
mcp("get_live_flow_run_action_outputs",
environmentName=ENV, flowName=FLOW_ID, runName=RUN_ID,
actionName="<trigger-name>")
# Compare actual keys vs expression
Fix: Update expression to use the correct key name. Common mismatches:
triggerBody()?['body']vstriggerBody()?['Body'](case-sensitive)triggerBody()?['Subject']vstriggerOutputs()?['body/Subject']
InvalidTemplate — Type Mismatch
Full message pattern: "... expected type 'Array' but got type 'Object'"
Root cause: Passing an object where the expression expects an array (e.g. a single item HTTP response vs a list response).
Fix:
Before: @outputs('HTTP')?['body']
After: @outputs('HTTP')?['body/value'] ← for OData list responses
@createArray(outputs('HTTP')?['body']) ← wrap single object in array
Connection / Auth Errors
ConnectionAuthorizationFailed
Full message: "The API connection ... is not authorized."
Root cause: The connection referenced in the flow is owned by a different user/service account than the one whose JWT is being used.
Diagnosis: Check properties.connectionReferences — the connectionName GUID
identifies the owner. Cannot be fixed via API.
Fix options:
- Open flow in Power Automate designer → re-authenticate the connection
- Use a connection owned by the service account whose token you hold
- Share the connection with the service account in PA admin
InvalidConnectionCredentials
Root cause: The underlying OAuth token for the connection has expired or the user's credentials changed.
Fix: Owner must sign in to Power Automate and refresh the connection.
HTTP Action Errors
ActionFailed — HTTP 4xx/5xx
Full message pattern: "An HTTP request to... failed with status code '400'"
Diagnosis:
actions_out = mcp("get_live_flow_run_action_outputs", ..., actionName="HTTP_My_Call")
item = actions_out[0] # first entry in the returned array
print(item["outputs"]["statusCode"]) # 400, 401, 403, 500...
print(item["outputs"]["body"]) # error details from target API
Common causes:
- 401 — missing or expired auth header
- 403 — permission denied on target resource
- 404 — wrong URL / resource deleted
- 400 — malformed JSON body (check expression that builds the body)
ActionFailed — HTTP Timeout
Root cause: Target endpoint did not respond within the connector's timeout (default 90 s for HTTP action).
Fix: Add retry policy to the HTTP action, or split the payload into smaller batches to reduce per-request processing time.
Control Flow Errors
ActionSkipped Instead of Running
Root cause: The runAfter condition wasn't met. E.g. an action set to
runAfter: { "Prev": ["Succeeded"] } won't run if Prev failed or was skipped.
Diagnosis: Check the preceding action's status. Deliberately skipped (e.g. inside a false branch) is intentional — unexpected skip is a logic gap.
Fix: Add "Failed" or "Skipped" to the runAfter status array if the
action should run on those outcomes too.
Foreach Runs in Wrong Order / Race Condition
Root cause: Foreach without operationOptions: "Sequential" runs
iterations in parallel, causing write conflicts or undefined ordering.
Fix: Add "operationOptions": "Sequential" to the Foreach action.
Foreach Parent Failed After Handled Inner Failure
Symptom: Inner actions have failure handlers, but the parent Foreach still
shows Failed, and downstream actions such as Response are skipped.
Root cause: A handled child failure can still mark the loop container as
failed. Downstream runAfter that only accepts Succeeded will not run.
Diagnosis: Inspect the parent foreach with get_live_flow_run_error, then
inspect child action outputs for the iteration that failed.
Fix: If partial success is acceptable, allow the downstream join/response to
run after Succeeded and Failed, and include an explicit error summary in the
payload. If the loop must be all-or-nothing, wrap risky inner work in a Scope and
handle success/failure at the Scope boundary.
Update / Deploy Errors
update_live_flow Returns No-Op
Symptom: result["updated"] is empty list or result["created"] is empty.
Likely cause: Passing wrong parameter name. The required key is definition
(object), not flowDefinition or body.
update_live_flow — "Supply connectionReferences"
Root cause: The definition contains OpenApiConnection or
OpenApiConnectionWebhook actions but connectionReferences was not passed.
Fix: Fetch the existing connection references with get_live_flow and pass
them as the connectionReferences argument.
Data Logic Errors
union() Overriding Correct Records with Nulls
Symptom: After merging two arrays, some records have null fields that existed in one of the source arrays.
Root cause: union(old_data, new_data) — union() first-wins, so old_data
values override new_data for matching records.
Fix: Swap argument order: union(new_data, old_data)
Before: @sort(union(outputs('Old_Array'), body('New_Array')), 'Date')
After: @sort(union(body('New_Array'), outputs('Old_Array')), 'Date')
Null Cascade in Filter Array / Query
Symptom: A lookup/filter step returns the wrong record or a later expression fails on null even though the filter action itself succeeded.
Root cause: The lookup key is null or empty. A condition such as
equals(item()?['Email'], outputs('Lookup_Email')) can accidentally match rows
where both sides are null, or can pass an empty array downstream.
Diagnosis: Inspect the action that creates the lookup key and the filter output length. Confirm the key is non-empty before trusting the filter result.
Fix: Add a non-empty guard before the filter, normalize comparison values
with trim()/toLower(), and branch explicitly when no match is found.