From copilot-studio
Provides reference tables for Copilot Studio YAML authoring: core files, triggers, actions, variables, entities, Power Fx functions, templates.
How this skill is triggered — by the user, by Claude, or both
Slash command
/copilot-studio:int-referenceThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
| File | Purpose |
| 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) |
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.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. |
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) |
| 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 (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.
| 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 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 |
$-Prefixed Property Names (SharePoint, OData)Some connectors (notably SharePoint) use OData parameters like $filter, $orderby, $top. These require special quoting in TaskDialog YAML — both single and double quotes:
# TaskDialog (actions/*.mcs.yml) — CORRECT
- kind: ManualTaskInput
propertyName: "'$filter'"
value: "Status eq 'Active'"
"'$filter'" means: the outer "" are YAML string delimiters; the inner '' are part of the literal value sent to the runtime. Using $filter, "$filter", or '$filter' alone will fail.
InvokeConnectorAction (inline in topics) uses a different format — the parameters/ prefix with no inner single quotes:
# InvokeConnectorAction (inside topics) — CORRECT
- kind: InvokeConnectorAction
operationId: GetItems
input:
parameters/$filter: "Status eq 'Active'"
Never mix these two formats.
| 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) |
| 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).
| Entity | Use Case |
|---|---|
BooleanPrebuiltEntity | Yes/No questions |
NumberPrebuiltEntity | Numeric inputs |
StringPrebuiltEntity | Free text |
DateTimePrebuiltEntity | Date/time |
EMailPrebuiltEntity | Email addresses |
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
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
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 |
npx claudepluginhub microsoft/skills-for-copilot-studio --plugin copilot-studioLibrary of proven patterns for Copilot Studio agent design. Includes YAML examples, design guidance, pattern suggestions, best practice review, and troubleshooting pitfalls.
Guides you through creating tool definitions (function calling), attaching them to config variations, and verifying via LaunchDarkly MCP server.
Builds, modifies, debugs, and deploys Salesforce Agentforce AI agents using Agent Script, .agent files, aiAuthoringBundle metadata, and sf CLI commands like generate, preview, publish, test.