mirror of
https://github.com/github/awesome-copilot.git
synced 2026-05-15 11:11:48 +00:00
e67c66c441
* 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
5.6 KiB
5.6 KiB
FlowStudio MCP — Debug Workflow
End-to-end decision tree for diagnosing Power Automate flow failures.
Top-Level Decision Tree
Flow is failing
│
├── Flow never starts / no runs appear
│ └── ► Check flow State: get_live_flow → properties.state
│ ├── "Stopped" → flow is disabled; enable in PA designer
│ └── "Started" + no runs → trigger condition not met (check trigger config)
│
├── Flow run shows "Failed"
│ ├── Step A: get_live_flow_run_error → read error.code + error.message
│ │
│ ├── error.code = "InvalidTemplate"
│ │ └── ► Expression error (null value, wrong type, bad path)
│ │ └── See: Expression Error Workflow below
│ │
│ ├── error.code = "ConnectionAuthorizationFailed"
│ │ └── ► Connection owned by different user; fix in PA designer
│ │
│ ├── error.code = "ActionFailed" + message mentions HTTP
│ │ └── ► See: HTTP Action Workflow below
│ │
│ ├── parent action is Foreach / Apply to each
│ │ └── ► Inspect child actions; handled child failures can still fail the parent
│ │
│ └── Unknown / generic error
│ └── ► Walk actions backwards (Step B below)
│
└── Flow Succeeds but output is wrong
└── ► Inspect intermediate actions with get_live_flow_run_action_outputs
└── See: Data Quality Workflow below
Expression Error Workflow
InvalidTemplate error
│
├── 1. Read error.message — identifies the action name and function
│
├── 2. Get flow definition: get_live_flow
│ └── Find that action in definition["actions"][action_name]["inputs"]
│ └── Identify what upstream value the expression reads
│
├── 3. get_live_flow_run_action_outputs for the action BEFORE the failing one
│ └── Look for null / wrong type in that action's output
│ ├── Null string field → wrap with coalesce(): @coalesce(field, '')
│ ├── Null object → add empty check condition before the action
│ └── Wrong field name → correct the key (case-sensitive)
│
└── 4. Apply fix with update_live_flow, then resubmit
HTTP Action Workflow
ActionFailed on HTTP action
│
├── 1. get_live_flow_run_action_outputs on the HTTP action
│ └── Read: outputs.statusCode, outputs.body
│
├── statusCode = 401
│ └── ► Auth header missing or expired OAuth token
│ Check: action inputs.authentication block
│
├── statusCode = 403
│ └── ► Insufficient permission on target resource
│ Check: service principal / user has access
│
├── statusCode = 400
│ └── ► Malformed request body
│ Check: action inputs.body expression; parse errors often in nested JSON
│
├── statusCode = 404
│ └── ► Wrong URL or resource deleted/renamed
│ Check: action inputs.uri expression
│
└── statusCode = 500 / timeout
└── ► Target system error; retry policy may help
Add: "retryPolicy": {"type": "Fixed", "count": 3, "interval": "PT10S"}
Data Quality Workflow
Flow succeeds but output data is wrong
│
├── 1. Identify the first "wrong" output — which action produces it?
│
├── 2. get_live_flow_run_action_outputs on that action
│ └── Compare actual output body vs expected
│
├── Source array has nulls / unexpected values
│ ├── Check the trigger data — get_live_flow_run_action_outputs on trigger
│ └── Trace forward action by action until the value corrupts
│
├── Merge/union has wrong values
│ └── Check union argument order:
│ union(NEW, old) = new wins ✓
│ union(OLD, new) = old wins ← common bug
│
├── Foreach output missing items
│ ├── Check foreach condition — filter may be too strict
│ └── Check if parallel foreach caused race condition (add Sequential)
│
├── Filter/Query result unexpectedly matches nulls or returns empty
│ └── Guard lookup keys before the filter; do not compare null-to-null
│
└── Date/time values wrong timezone
└── Use convertTimeZone() — utcNow() is always UTC
Walk-Back Analysis (Unknown Failure)
When the error message doesn't clearly name a root cause:
# 1. Get all action names from definition
defn = mcp("get_live_flow", environmentName=ENV, flowName=FLOW_ID)
actions = list(defn["properties"]["definition"]["actions"].keys())
# 2. Check status of each action in the failed run
for action in actions:
actions_out = mcp("get_live_flow_run_action_outputs",
environmentName=ENV, flowName=FLOW_ID, runName=RUN_ID,
actionName=action)
# Returns an array of action objects
item = actions_out[0] if actions_out else {}
status = item.get("status", "unknown")
print(f"{action}: {status}")
# 3. Find the boundary between Succeeded and Failed/Skipped
# The first Failed action is likely the root cause (unless skipped by design)
Actions inside Foreach / Condition branches may appear nested — check the parent action first to confirm the branch ran at all.
Post-Fix Verification Checklist
update_live_flowreturnserror: null— definition acceptedresubmit_live_flow_runconfirms new run started- Wait for run completion (poll
get_live_flow_runsevery 15 s) - Confirm new run
status = "Succeeded" - If flow has downstream consumers (child flows, emails, SharePoint writes), spot-check those too