int-reference

SKILL.md

Copilot Studio YAML Reference

Core File Types

File Purpose
agent.mcs.yml Main agent metadata (kind: GptComponentMetadata)
settings.mcs.yml Agent settings and configuration
connectionreferences.mcs.yml Connector references
topics/*.mcs.yml Conversation topics (kind: AdaptiveDialog)
actions/*.mcs.yml Connector-based actions (kind: TaskDialog)
knowledge/*.mcs.yml Knowledge sources (kind: KnowledgeSourceConfiguration)
variables/*.mcs.yml Global variables (kind: GlobalVariableComponent)
agents/*.mcs.yml Child agents (kind: AgentDialog)

Trigger Types

Topics with OnRecognizedIntent have two routing mechanisms — which one matters depends on the orchestration mode:

  • modelDescription — used by generative orchestration (GenerativeActionsEnabled: true). The AI orchestrator reads this to decide routing. Primary mechanism for generative agents.
  • Trigger phrases (triggerQueries) — used by classic orchestration. Pattern-matched against the user's utterance. Secondary hints when generative orchestration is enabled.

System triggers (OnConversationStart, OnUnknownIntent, OnError, etc.) fire automatically and don't use either mechanism.

Kind Purpose
OnRecognizedIntent Trigger phrases matched
OnConversationStart Conversation begins
OnUnknownIntent No topic matched (fallback)
OnEscalate User requests human agent
OnError Error handling
OnSystemRedirect Triggered by redirect only
OnSelectIntent Multiple topics matched (disambiguation)
OnSignIn Authentication required
OnToolSelected Child agent invocation
OnKnowledgeRequested Custom knowledge source search triggered (YAML-only, no UI)
OnGeneratedResponse Intercept AI-generated response before sending
OnOutgoingMessage Non-functional (2026-03-15) — exists in schema but does not fire at runtime. Do not use.

YAML-Only Features

These features work at runtime but are not visible in the Copilot Studio UI. Warn users that UI edits may silently remove them.

Feature Notes
triggerCondition on knowledge sources The UI only exposes this as an on/off toggle (=false to exclude from UniversalSearchTool). Arbitrary Power Fx expressions (e.g., =Global.UserDepartment = "HR") work at runtime but can only be set via YAML. Use with caution. (2026-03-16)

Action Types

Kind Purpose
SendActivity Send a message
Question Ask user for input
SetVariable Set/compute a variable (Power Fx expression, prefix =)
SetTextVariable Set a text variable using template interpolation ({}). Useful for converting non-text types (e.g., Number) to text: "You have {Topic.Count} items"
ConditionGroup Branching logic
BeginDialog Call another topic
ReplaceDialog Replace current topic
EndDialog End current topic
CancelAllDialogs Cancel all topics
ClearAllVariables Clear variables
SearchAndSummarizeContent Generative answers (grounded in knowledge)
AnswerQuestionWithAI AI answer (conversation history + general knowledge only)
EditTable Modify a collection
CSATQuestion Customer satisfaction
LogCustomTelemetryEvent Logging
OAuthInput Sign-in prompt
SearchKnowledgeSources Search knowledge sources (returns raw results, no AI summary)
CreateSearchQuery AI-generated search query from user input

Connector Actions (TaskDialog)

Connector actions (kind: TaskDialog) invoke external connector operations. They are stored in actions/ and require a connection reference in connectionreferences.mcs.yml.

Use /add-action to create new actions from available connectors. The schema describes the structural properties of TaskDialog and InvokeConnectorTaskAction, but the specific inputs and outputs for each connector operation are connector-specific — use the connector lookup script (connector-lookup.bundle.js) to get the full operation details.

Action Structure

Field Purpose
kind: TaskDialog Identifies this as a connector action
inputs Inputs: AutomaticTaskInput (AI-provided) or ManualTaskInput (fixed value)
modelDisplayName Display name for AI orchestrator routing
modelDescription Description for AI orchestrator routing
outputs Output property names returned by the connector
action.kind Always InvokeConnectorTaskAction for connector actions
action.connectionReference Logical name of the connection (registered in connectionreferences.mcs.yml)
action.connectionProperties.mode Maker (maker's credentials) or Invoker (end user's credentials)
action.operationId The connector's specific operation identifier
outputMode Usually All — exports all operation outputs

Input Types

Input Kind Use When Notes
AutomaticTaskInput The AI orchestrator should provide the value based on context Includes description for the AI to understand what to provide
ManualTaskInput A fixed/hardcoded value (e.g., timezone, folder path) Can only hardcode strings. Non-string values (IDs, enums) should be reviewed by the user after pushing

System Variables

Variable Description
System.Bot.Name Agent's name
System.Activity.Text User's current message
System.Conversation.Id Conversation identifier
System.Conversation.InTestMode True if in test chat
System.FallbackCount Number of consecutive fallbacks
System.Error.Message Error message
System.Error.Code Error code
System.SignInReason Why sign-in was triggered
System.Recognizer.IntentOptions Matched intents for disambiguation
System.Recognizer.SelectedIntent User's selected intent
System.SearchQuery AI-rewritten search query (available in OnKnowledgeRequested)
System.KeywordSearchQuery Keyword version of search query (available in OnKnowledgeRequested)
System.SearchResults Table to populate with custom search results — schema: Content, ContentLocation, Title (available in OnKnowledgeRequested)
System.ContinueResponse Set to false in OnGeneratedResponse to suppress auto-send
System.Response.FormattedText The AI-generated response text (available in OnGeneratedResponse)

Variable Scopes

Prefix Scope Lifetime
Topic.<name> Topic variable Current topic only
Global.<name> Global variable Entire conversation (defined in variables/ folder)
System.<name> System variable Built-in, read-only

Global variables are defined as YAML files in variables/<Name>.mcs.yml (kind: GlobalVariableComponent). aIVisibility accepts UseInAIContext (orchestrator can read and reason about the value) or Hidden (orchestrator unaware — use for flags and internal bookkeeping).

Prebuilt Entities

Entity Use Case
BooleanPrebuiltEntity Yes/No questions
NumberPrebuiltEntity Numeric inputs
StringPrebuiltEntity Free text
DateTimePrebuiltEntity Date/time
EMailPrebuiltEntity Email addresses

Power Fx Expression Reference

Only use functions from the supported list below. Copilot Studio supports a subset of Power Fx — using unsupported functions will cause errors.

# Arithmetic
value: =Text(Topic.number1 + Topic.number2)

# Date formatting
value: =Text(Now(), DateTimeFormat.UTC)

# Conditions
condition: =System.FallbackCount < 3
condition: =Topic.EndConversation = true
condition: =!IsBlank(Topic.Answer)
condition: =System.Conversation.InTestMode = true
condition: =System.SignInReason = SignInReason.SignInRequired
condition: =System.Recognizer.SelectedIntent.TopicId = "NoTopic"

# String interpolation in activity (uses {} without =)
activity: "Error: {System.Error.Message}"
activity: "Error code: {System.Error.Code}, Time (UTC): {Topic.CurrentTime}"

# Record creation
value: "={ DisplayName: Topic.NoneOfTheseDisplayName, TopicId: \"NoTopic\", TriggerId: \"NoTrigger\", Score: 1.0 }"

# Variable initialization (first assignment uses init: prefix)
variable: init:Topic.UserEmail
variable: init:Topic.CurrentTime
# Subsequent assignments omit init:
variable: Topic.UserEmail

Supported Power Fx Functions

These are all the Power Fx functions available in Copilot Studio. Do NOT use any function not on this list.

Math: Abs, Acos, Acot, Asin, Atan, Atan2, Cos, Cot, Degrees, Exp, Int, Ln, Log, Mod, Pi, Power, Radians, Rand, RandBetween, Round, RoundDown, RoundUp, Sin, Sqrt, Sum, Tan, Trunc

Text: Char, Concat, Concatenate, EncodeHTML, EncodeUrl, EndsWith, Find, Left, Len, Lower, Match, MatchAll, Mid, PlainText, Proper, Replace, Right, Search, Split, StartsWith, Substitute, Text, Trim, TrimEnds, UniChar, Upper, Value

Date/Time: Date, DateAdd, DateDiff, DateTime, DateTimeValue, DateValue, Day, EDate, EOMonth, Hour, IsToday, Minute, Month, Now, Second, Time, TimeValue, TimeZoneOffset, Today, Weekday, WeekNum, Year

Logical: And, Coalesce, If, IfError, IsBlank, IsBlankOrError, IsEmpty, IsError, IsMatch, IsNumeric, IsType, Not, Or, Switch

Table: AddColumns, Column, ColumnNames, Count, CountA, CountIf, CountRows, Distinct, DropColumns, Filter, First, FirstN, ForAll, Index, Last, LastN, LookUp, Patch, Refresh, RenameColumns, Sequence, ShowColumns, Shuffle, Sort, SortByColumns, Summarize, Table

Aggregate: Average, Max, Min, StdevP, VarP

Type conversion: AsType, Boolean, Dec2Hex, Decimal, Float, GUID, Hex2Dec, JSON, ParseJSON

Other: Blank, ColorFade, ColorValue, Error, Language, OptionSetInfo, RGBA, Trace, With

Available Templates

Templates are bundled with the plugin. Skills that use templates reference them via ${CLAUDE_SKILL_DIR}/../../templates/.

Template File Pattern
Greeting templates/topics/greeting.topic.mcs.yml OnConversationStart welcome
Fallback templates/topics/fallback.topic.mcs.yml OnUnknownIntent with escalation
Arithmetic templates/topics/arithmeticsum.topic.mcs.yml Inputs/outputs with computation
Question + Branching templates/topics/question-topic.topic.mcs.yml Question with ConditionGroup
Knowledge Search templates/topics/search-topic.topic.mcs.yml SearchAndSummarizeContent fallback
Custom Knowledge Source templates/topics/custom-knowledge-source.topic.mcs.yml OnKnowledgeRequested with custom API (YAML-only)
Remove Citations templates/topics/remove-citations.topic.mcs.yml OnGeneratedResponse citation stripping
Authentication templates/topics/auth-topic.topic.mcs.yml OnSignIn with OAuthInput
Error Handler templates/topics/error-handler.topic.mcs.yml OnError with telemetry
Disambiguation templates/topics/disambiguation.topic.mcs.yml OnSelectIntent flow
Agent templates/agents/agent.mcs.yml GptComponentMetadata
Connector Action (generic) templates/actions/connector-action.mcs.yml TaskDialog with connector (structural reference)
Knowledge (Public Website) templates/knowledge/public-website.knowledge.mcs.yml PublicSiteSearchSource
Knowledge (SharePoint) templates/knowledge/sharepoint.knowledge.mcs.yml SharePointSearchSource
Global Variable templates/variables/global-variable.variable.mcs.yml GlobalVariableComponent
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