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* 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
164 lines
5.6 KiB
Markdown
164 lines
5.6 KiB
Markdown
# FlowStudio MCP — Debug Workflow
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End-to-end decision tree for diagnosing Power Automate flow failures.
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---
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## Top-Level Decision Tree
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```
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Flow is failing
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│
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├── Flow never starts / no runs appear
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│ └── ► Check flow State: get_live_flow → properties.state
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│ ├── "Stopped" → flow is disabled; enable in PA designer
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│ └── "Started" + no runs → trigger condition not met (check trigger config)
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│
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├── Flow run shows "Failed"
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│ ├── Step A: get_live_flow_run_error → read error.code + error.message
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│ │
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│ ├── error.code = "InvalidTemplate"
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│ │ └── ► Expression error (null value, wrong type, bad path)
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│ │ └── See: Expression Error Workflow below
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│ │
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│ ├── error.code = "ConnectionAuthorizationFailed"
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│ │ └── ► Connection owned by different user; fix in PA designer
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│ │
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│ ├── error.code = "ActionFailed" + message mentions HTTP
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│ │ └── ► See: HTTP Action Workflow below
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│ │
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│ ├── parent action is Foreach / Apply to each
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│ │ └── ► Inspect child actions; handled child failures can still fail the parent
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│ │
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│ └── Unknown / generic error
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│ └── ► Walk actions backwards (Step B below)
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│
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└── Flow Succeeds but output is wrong
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└── ► Inspect intermediate actions with get_live_flow_run_action_outputs
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└── See: Data Quality Workflow below
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```
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---
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## Expression Error Workflow
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```
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InvalidTemplate error
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│
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├── 1. Read error.message — identifies the action name and function
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│
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├── 2. Get flow definition: get_live_flow
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│ └── Find that action in definition["actions"][action_name]["inputs"]
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│ └── Identify what upstream value the expression reads
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│
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├── 3. get_live_flow_run_action_outputs for the action BEFORE the failing one
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│ └── Look for null / wrong type in that action's output
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│ ├── Null string field → wrap with coalesce(): @coalesce(field, '')
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│ ├── Null object → add empty check condition before the action
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│ └── Wrong field name → correct the key (case-sensitive)
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│
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└── 4. Apply fix with update_live_flow, then resubmit
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```
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---
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## HTTP Action Workflow
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```
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ActionFailed on HTTP action
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│
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├── 1. get_live_flow_run_action_outputs on the HTTP action
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│ └── Read: outputs.statusCode, outputs.body
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│
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├── statusCode = 401
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│ └── ► Auth header missing or expired OAuth token
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│ Check: action inputs.authentication block
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│
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├── statusCode = 403
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│ └── ► Insufficient permission on target resource
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│ Check: service principal / user has access
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│
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├── statusCode = 400
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│ └── ► Malformed request body
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│ Check: action inputs.body expression; parse errors often in nested JSON
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│
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├── statusCode = 404
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│ └── ► Wrong URL or resource deleted/renamed
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│ Check: action inputs.uri expression
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│
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└── statusCode = 500 / timeout
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└── ► Target system error; retry policy may help
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Add: "retryPolicy": {"type": "Fixed", "count": 3, "interval": "PT10S"}
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```
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---
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## Data Quality Workflow
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```
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Flow succeeds but output data is wrong
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│
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├── 1. Identify the first "wrong" output — which action produces it?
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│
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├── 2. get_live_flow_run_action_outputs on that action
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│ └── Compare actual output body vs expected
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│
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├── Source array has nulls / unexpected values
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│ ├── Check the trigger data — get_live_flow_run_action_outputs on trigger
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│ └── Trace forward action by action until the value corrupts
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│
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├── Merge/union has wrong values
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│ └── Check union argument order:
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│ union(NEW, old) = new wins ✓
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│ union(OLD, new) = old wins ← common bug
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│
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├── Foreach output missing items
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│ ├── Check foreach condition — filter may be too strict
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│ └── Check if parallel foreach caused race condition (add Sequential)
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│
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├── Filter/Query result unexpectedly matches nulls or returns empty
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│ └── Guard lookup keys before the filter; do not compare null-to-null
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│
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└── Date/time values wrong timezone
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└── Use convertTimeZone() — utcNow() is always UTC
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```
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---
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## Walk-Back Analysis (Unknown Failure)
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When the error message doesn't clearly name a root cause:
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```python
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# 1. Get all action names from definition
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defn = mcp("get_live_flow", environmentName=ENV, flowName=FLOW_ID)
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actions = list(defn["properties"]["definition"]["actions"].keys())
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# 2. Check status of each action in the failed run
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for action in actions:
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actions_out = mcp("get_live_flow_run_action_outputs",
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environmentName=ENV, flowName=FLOW_ID, runName=RUN_ID,
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actionName=action)
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# Returns an array of action objects
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item = actions_out[0] if actions_out else {}
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status = item.get("status", "unknown")
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print(f"{action}: {status}")
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# 3. Find the boundary between Succeeded and Failed/Skipped
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# The first Failed action is likely the root cause (unless skipped by design)
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```
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Actions inside Foreach / Condition branches may appear nested —
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check the parent action first to confirm the branch ran at all.
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---
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## Post-Fix Verification Checklist
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1. `update_live_flow` returns `error: null` — definition accepted
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2. `resubmit_live_flow_run` confirms new run started
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3. Wait for run completion (poll `get_live_flow_runs` every 15 s)
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4. Confirm new run `status = "Succeeded"`
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5. If flow has downstream consumers (child flows, emails, SharePoint writes),
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spot-check those too
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