
platform-custom-field-generate
Use when users create, generate, or validate Salesforce Custom Field metadata. Trigger on custom fields, field types, Roll-Up Summary, Master-Detail/Lookup relationships, formula fields, picklists, dependent (controlling) picklists, referencing a value set from a field, or scoping picklist values per record type; also field deployment errors, including a record type that won't deploy without a business process. DO NOT TRIGGER for creating/customizing the value set itself — a new GlobalValueSet or a StandardValueSet catalog like Industry — use platform-value-set-generate; this skill covers the field that references a value set, not the value set definition.
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Works with every agent the skills CLI supports.
npx skills add https://github.com/forcedotcom/sf-skills --skill platform-custom-field-generate- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads platform-custom-field-generate automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
Security audits
Independent scans of the skill's instructions and bundled files.
SKILL.md
The instructions your agent reads when the skill is triggered.
Salesforce Custom Field Generator and Validator
Overview
Generates and validates Salesforce CustomField metadata XML, with special handling for the highest-failure-rate types — Roll-Up Summary and Master-Detail. The agent must verify the constraints below before outputting XML to prevent Metadata API deployment errors.
1. Universal Mandatory Attributes
Every generated field must include these tags:
| Attribute | Requirement | Notes |
|---|---|---|
<fullName> | Required | Field name only: derive from <label> — capitalize each word, replace spaces with _, append __c. Must start with a letter. E.g., label Total Contract Value → Total_Contract_Value__c. This rule is for the FIELD name. Picklist VALUE <fullName> is different — keep it exactly as the user spelled it, spaces and all, no __c (e.g. Closed Won, NOT Closed_Won). See references/advanced-picklists.md (ref §3). |
<label> | Required | The UI name (Title Case) |
<description> | Always include | Explain the business reason why this field exists. |
<inlineHelpText> | Always include | Actionable end-user guidance that adds value beyond the label (e.g., "Enter the value in USD including tax", not "The amount"). |
<description> and <inlineHelpText> are mandatory even though the Metadata API does not enforce them — omitting them yields low-quality metadata.
File path (SFDX source format): save each field as force-app/main/default/objects/<Object>/fields/<FieldName>__c.field-meta.xml, where <Object> is the object's API name (Account, Opportunity, or a custom Inventory_Item__c). A correct XML at the wrong path is never seen by the Metadata API.
External ID Configuration
Trigger: If the user mentions "integration," "importing data," "external system ID," or "unique key from [System Name]," set <externalId>true</externalId>.
Applicable Types: Text, Number, Email
2. Precision, Scale, and Length Rules
To ensure deployment success, follow these mathematical constraints:
Precision vs. Scale Rules
precisionis the total digits;scaleis the decimal digits- Rule:
precision ≤ 18ANDscale ≤ precision - Calculation: Digits to the left of decimal =
precision - scale
The "Fixed 255" Rule
TextArea: do NOT include <length> — the API fixes it at 255 implicitly and rejects an explicit value ("Can not specify 'length' for a CustomField of type TextArea"). The field needs only <fullName>, <label>, and <type>TextArea</type>.
Visible Lines
Mandatory for Long/Rich text and Multi-select picklists to control UI height.
3. Field Data Types
3.1 Simple Attribute Types
| Type | <type> Value | Required Attributes |
|---|---|---|
| Auto Number | AutoNumber | displayFormat (must include {0}), startingNumber |
| Checkbox | Checkbox | Default defaultValue to false |
| Date | Date | No precision/length required |
| Date/Time | DateTime | No precision/length required |
Email | Built-in format validation | |
| Lookup Relationship | Lookup | referenceTo, relationshipName, deleteConstraint |
| Master-Detail Relationship | MasterDetail | referenceTo, relationshipName, relationshipOrder |
| Number | Number | precision, scale |
| Currency | Currency | Default precision: 18, scale: 2 |
| Percent | Percent | Default precision: 5, scale: 2 |
| Phone | Phone | Standardizes phone number formatting |
| Picklist | Picklist | valueSet containing EITHER valueSetDefinition (inline) OR valueSetName (reference); restricted (see "Picklist restricted default" below; advanced cases in §3.4) |
| Text | Text | length (Max 255) |
| Text Area | TextArea | None — do NOT include <length>; the API fixes length at 255 implicitly |
| Text (Long) | LongTextArea | length, visibleLines (default 3) |
| Text (Rich) | Html | length, visibleLines (default 25) |
| Time | Time | Stores time only (no date) |
| URL | Url | Validates for protocol and format |
3.2 Computed & Multi-Value Types
| Type | <type> Value | Required Attributes |
|---|---|---|
| Formula | Result type (e.g., Number) | formula, formulaTreatBlanksAs |
| Roll-Up Summary | Summary | See Section 5 for complete requirements |
| Multi-Select Picklist | MultiselectPicklist | valueSet, visibleLines (default 4) |
3.3 Specialized Types
| Type | <type> Value | Required Attributes |
|---|---|---|
| Geolocation | Location | scale, displayLocationInDecimal |
Picklist restricted default
Always set <restricted>true</restricted> inside <valueSet> unless the user explicitly says the picklist should accept custom values not in the admin-defined list (e.g. "unrestricted"/"open"). Restricted sets are capped at 1,000 total values (active + inactive). Minimal inline shape:
<valueSet>
<restricted>true</restricted>
<valueSetDefinition>
<sorted>false</sorted>
<value><fullName>Option_A</fullName><default>false</default><label>Option A</label></value>
</valueSetDefinition>
</valueSet>
3.4 Advanced Picklists
The inline <valueSetDefinition> above is the simple case. Full rules and worked correct/incorrect
examples for everything below are in
references/advanced-picklists.md — load it for any
non-trivial picklist. Section numbers in parentheses below (e.g. "ref §1") point to that
reference file, not to this skill. The hard rules:
- Value-set reference (ref §1). A
<valueSet>holds EITHER<valueSetName>(reference) OR<valueSetDefinition>(inline) — never both. Reference by the bare developer name — Standard setIndustry, GlobalValueSetPriority_Levelswith NO__gvsand no__c(the__gvssuffix is org-storage display only; the Metadata API uses the bare name). A value-set-backed field is<restricted>true</restricted>. Creating the value set is theplatform-value-set-generateskill's job; this one only references it. - Value-name fidelity (ref §3). A picklist value's
<fullName>/<label>keep the user's exact text including spaces (Closed Won, neverClosed_Won). The space→_+__crule is for the FIELD name only. - Dependent picklists (ref §2). Use the modern API 38.0+ form:
<controllingField>+ one<valueSettings>(<controllingFieldValue>+<valueName>) per pair; never the legacy<picklist>/<picklistValues>/<controllingFieldValues>tags. Both controlling and dependent fields MUST be<restricted>true</restricted>, even if the request doesn't say so. - Enhanced value attributes (ref §3).
<value>entries also accept<color>(hex, leading#),<isActive>(falseretires a value), and a value-level<description>. - Scoping a picklist to a record type (ref §5). Per-record-type value visibility lives on the
RecordType (
<picklistValues>), not the field. The RecordType file carries its own<fullName>(bare developer name). First decide if the object needs a BusinessProcess: only Opportunity / Lead / Case / Solution require one — they won't deploy without a<businessProcess>(Required field is missing: businessProcess), even when only a custom picklist is filtered. There you emit two coupled files: thebusinessProcesses/<Name>.businessProcess-meta.xmlfile AND a matching<businessProcess><Name></businessProcess>inside the<RecordType>(after<active>, before<picklistValues>; the<fullName>in the BP file is bare, never object-qualified). Custom objects (*__c) and all other standard objects (Account, Contact, …) need NO BusinessProcess — emit the RecordType alone; do not invent one. Scope limit: picklist-value visibility per record type only — NOT general record-type authoring (compact layouts, page layouts, branding).
4. Master-Detail Relationship Rules CRITICAL
Master-Detail fields have strict attribute restrictions that differ from Lookup fields. Violating these rules causes deployment failures.
Forbidden Attributes on Master-Detail Fields
NEVER include these attributes on Master-Detail fields:
| Forbidden Attribute | Why | What Happens |
|---|---|---|
<required> | Master-Detail is ALWAYS required by design | Deployment error |
<deleteConstraint> | Master-Detail ALWAYS cascades deletes | Deployment error |
<lookupFilter> | Only supported on Lookup fields | Deployment error |
Master-Detail vs Lookup Comparison
| Attribute | Master-Detail | Lookup |
|---|---|---|
<required> | FORBIDDEN | Optional |
<deleteConstraint> | FORBIDDEN (always CASCADE) | Required (SetNull, Restrict, Cascade) |
<lookupFilter> | FORBIDDEN | Optional |
<relationshipOrder> | Required (0 or 1) | Not applicable |
<reparentableMasterDetail> | Optional | Not applicable |
<writeRequiresMasterRead> | Optional | Not applicable |
INCORRECT — Master-Detail with forbidden attributes:
<CustomField xmlns="http://soap.sforce.com/2006/04/metadata">
<fullName>Account__c</fullName>
<type>MasterDetail</type>
<referenceTo>Account</referenceTo>
<relationshipName>Contacts</relationshipName>
<relationshipOrder>0</relationshipOrder>
<required>true</required> <!-- WRONG: remove -->
<deleteConstraint>Cascade</deleteConstraint> <!-- WRONG: remove -->
<lookupFilter>...</lookupFilter> <!-- WRONG: remove entire block -->
</CustomField>
Errors: Master-Detail Relationship Fields Cannot be Optional or Required · Can not specify 'deleteConstraint' for a CustomField of type MasterDetail · Lookup filters are only supported on Lookup Relationship Fields
CORRECT — Master-Detail field:
<CustomField xmlns="http://soap.sforce.com/2006/04/metadata">
<fullName>Account__c</fullName>
<label>Account</label>
<description>Links this record to its parent Account</description>
<type>MasterDetail</type>
<referenceTo>Account</referenceTo>
<relationshipLabel>Child Records</relationshipLabel>
<relationshipName>ChildRecords</relationshipName>
<relationshipOrder>0</relationshipOrder>
<reparentableMasterDetail>false</reparentableMasterDetail>
<writeRequiresMasterRead>false</writeRequiresMasterRead>
<!-- NO required, deleteConstraint, or lookupFilter -->
</CustomField>
CORRECT — Lookup field (with optional attributes):
<CustomField xmlns="http://soap.sforce.com/2006/04/metadata">
<fullName>Related_Account__c</fullName>
<label>Related Account</label>
<description>Optional link to a related Account</description>
<type>Lookup</type>
<referenceTo>Account</referenceTo>
<relationshipLabel>Related Records</relationshipLabel>
<relationshipName>RelatedRecords</relationshipName>
<required>false</required>
<deleteConstraint>SetNull</deleteConstraint>
<lookupFilter>
<active>true</active>
<filterItems>
<field>Account.Type</field>
<operation>equals</operation>
<value>Customer</value>
</filterItems>
<isOptional>false</isOptional>
</lookupFilter>
</CustomField>
Additional Master-Detail Rules
- Relationship Order: First Master-Detail on object =
0, second =1 - Relationship Name: Must be a plural PascalCase string (e.g.,
Travel_Bookings) - Junction Objects: Use two Master-Detail fields for standard many-to-many (enables Roll-ups)
- Limit: Maximum 2 Master-Detail relationships per object. Use Lookup for additional relationships.
5. Roll-Up Summary Field Rules CRITICAL
Roll-up Summary fields have the highest deployment failure rate. Follow these rules exactly.
Required Elements for Roll-Up Summary
| Element | Requirement | Format |
|---|---|---|
<type> | Required | Always Summary |
<summaryOperation> | Required | count, sum, min, or max |
<summaryForeignKey> | Required | ChildObject__c.MasterDetailField__c |
<summarizedField> | Conditional | Required for sum, min, max. NOT for count |
Forbidden Elements on Roll-Up Summary
NEVER include these attributes on Roll-Up Summary fields:
| Forbidden Attribute | Why |
|---|---|
<precision> | Summary inherits from summarized field |
<scale> | Summary inherits from summarized field |
<required> | Not applicable to Summary fields |
<length> | Not applicable to Summary fields |
Format Rules for summaryForeignKey and summarizedField
CRITICAL: Both summaryForeignKey and summarizedField MUST use the fully qualified format:
ChildObjectAPIName__c.FieldAPIName__c
Decision Logic:
summaryForeignKey=ChildObject__c.MasterDetailFieldOnChild__csummarizedField=ChildObject__c.FieldToSummarize__c
INCORRECT — Roll-Up Summary with common errors:
<CustomField xmlns="http://soap.sforce.com/2006/04/metadata">
<fullName>Total_Amount__c</fullName>
<label>Total Amount</label>
<type>Summary</type>
<precision>18</precision> <!-- WRONG: Remove - inherited from source -->
<scale>2</scale> <!-- WRONG: Remove - inherited from source -->
<summaryOperation>sum</summaryOperation>
<summaryForeignKey>Order__c</summaryForeignKey> <!-- WRONG: Missing field name -->
<summarizedField>Amount__c</summarizedField> <!-- WRONG: Missing object name -->
</CustomField>
Errors:
Can not specify 'precision' for a CustomField of type SummaryMust specify the name in the CustomObject.CustomField format (e.g. Account.MyNewCustomField)
CORRECT — Roll-Up Summary (SUM operation):
<CustomField xmlns="http://soap.sforce.com/2006/04/metadata">
<fullName>Total_Amount__c</fullName>
<label>Total Amount</label>
<description>Sum of all line item amounts</description>
<inlineHelpText>Automatically calculated from child line items</inlineHelpText>
<type>Summary</type>
<summaryOperation>sum</summaryOperation>
<summarizedField>Order_Line_Item__c.Amount__c</summarizedField>
<summaryForeignKey>Order_Line_Item__c.Order__c</summaryForeignKey>
<!-- NO precision, scale, required, or length -->
</CustomField>
COUNT: like SUM but omit <summarizedField> (keep <summaryForeignKey>). MIN / MAX: like SUM with <summaryOperation>min</summaryOperation> or max.
Roll-Up Summary Quick Reference
| Operation | summarizedField Required? | Use Case |
|---|---|---|
count | NO | Count number of child records |
sum | YES | Add up numeric values |
min | YES | Find smallest value |
max | YES | Find largest value |
Roll-Up Summary Prerequisites
- Roll-Up Summary fields can ONLY be created on the parent object in a Master-Detail relationship
- The child object MUST have a Master-Detail field pointing to this parent
- The summarized field must exist on the child object
6. Formula Field Rules
Formula Result Types
A Formula is not a type itself. The <formula> tag is added to a field whose <type> is the result data type (Checkbox, Currency, Date, DateTime, Number, Percent, Text).
- A formula field never carries
<length>— not even a Text-result formula. The API rejects it:Can not specify a length for CustomFields that have a formula.
Formula XML Generation Rules
- The contents of the
<formula>tag MUST be wrapped in<![CDATA[ ... ]]>, so the parser does not read formula operators (&,<,>) as XML markup. - If the formula text itself contains the literal sequence
]]>, escape it by breaking the CDATA block: e.g.,<![CDATA[Text_Field__c & "]]]]><![CDATA[>"]]> - NEVER use an attribute or tag named
returnType. This does not exist in the Metadata API. The<type>tag defines the return data type of the formula result.
formulaTreatBlanksAs Rule
Decision Logic:
- IF formula result type =
Number,Currency, orPercent→ set<formulaTreatBlanksAs>BlankAsZero</formulaTreatBlanksAs> - IF formula result type =
Text,Date, orDateTime→ set<formulaTreatBlanksAs>BlankAsBlank</formulaTreatBlanksAs>
INCORRECT — Using Formula as type:
<CustomField xmlns="http://soap.sforce.com/2006/04/metadata">
<fullName>Calculated_Value__c</fullName>
<type>Formula</type> <!-- WRONG: Formula is not a valid type -->
<returnType>Number</returnType> <!-- WRONG: returnType does not exist in Metadata API -->
<formula>Field1__c + Field2__c</formula> <!-- WRONG: Missing CDATA wrapper -->
</CustomField>
CORRECT — Formula field:
<CustomField xmlns="http://soap.sforce.com/2006/04/metadata">
<fullName>Calculated_Value__c</fullName>
<label>Calculated Value</label>
<description>Sum of Field1 and Field2</description>
<type>Number</type> <!-- Result type, not "Formula" -->
<precision>18</precision>
<scale>2</scale>
<formula><![CDATA[Field1__c + Field2__c]]></formula>
<formulaTreatBlanksAs>BlankAsZero</formulaTreatBlanksAs>
</CustomField>
Formula Field Dependencies & Functions
- Formula fields that reference other fields fail deployment if the referenced field doesn't exist or hasn't deployed yet — deploy referenced fields first.
- Use
ISPICKVAL()(not==) for picklist comparisons. - For the full formula-function reference (TEXT/VALUE/CASE/DAY/MONTH/DATEVALUE/ISCHANGED type rules), defer to the
platform-validation-rule-generateskill, which owns formula-function correctness.
7. Common Deployment Errors
| Error Message | Cause | Fix |
|---|---|---|
ConversionError: Invalid XML tags or unable to find matching parent xml file for CustomField | XML comments placed before the root <CustomField> element | Remove XML comments (<!-- ... -->) that appear before <CustomField> in the .field-meta.xml file |
Field [FieldName] does not exist. Check spelling. | Referenced field does not exist or has not been deployed yet | Verify the referenced field exists and is deployed before this field |
DUPLICATE_DEVELOPER_NAME | Field fullName already exists on the object | Use a unique business-driven name |
MAX_RELATIONSHIPS_EXCEEDED | More than 2 Master-Detail or 15 Lookup fields on the object | Use Lookup for 3rd+ Master-Detail; review Lookup count |
| Reserved keyword error | Using Order__c, Group__c, etc. | Rename to Status_Order__c, etc. |
Value set must reference a value set name or define a value set, but not both | <valueSet> has both <valueSetName> and <valueSetDefinition> | Keep exactly one (see Section 3.4) |
duplicate value found: [X] is defined multiple times | Two <value> entries share a <fullName> | Make every picklist value <fullName> unique |
Invalid fullName on a picklist value | Value <fullName> starts with a digit or contains hyphens | Start with a letter; no hyphens, no leading digit. Spaces ARE allowed — do NOT underscore them (see §3.4 value-name fidelity) |
Element ...picklist is not allowed | Deprecated ≤37.0 dependent-picklist syntax (<picklist>/<picklistValues>/<controllingFieldValues>) | Use the modern valueSettings/controllingFieldValue/valueName form (Section 3.4) |
8. Verification Checklist
Before generating CustomField XML, verify:
Universal Checks
- Does
<fullName>use valid format and end in__c? - Are
<description>and<inlineHelpText>both populated and meaningful? - Is
<label>in Title Case? - Are there no XML comments (
<!-- ... -->) before the root<CustomField>element? (Comments before the root element break SDR's parser)
Master-Detail Field Checks CRITICAL
- Is
<required>attribute ABSENT? (Master-Detail is always required) - Is
<deleteConstraint>attribute ABSENT? (Master-Detail always cascades) - Is
<lookupFilter>block ABSENT? (Only for Lookup fields) - Is
<relationshipOrder>set to0or1? - Is parent object's
<sharingModel>set toControlledByParent?
Lookup Field Checks
- Is
<deleteConstraint>set toSetNull,Restrict, orCascade? - Is
<relationshipName>in plural PascalCase?
Picklist Field Checks
- Does each
<valueSet>contain EITHER<valueSetName>OR<valueSetDefinition>— never both? - For a value-set reference: is
<restricted>true</restricted>set? - For a StandardValueSet reference: is the name the bare enum with NO
__c(e.g.Industry)? - For a GlobalValueSet reference: is the name the bare developer name with NO
__gvssuffix? - For dependent picklists: is
<controllingField>set, with one<valueSettings>(<controllingFieldValue>+<valueName>) per pair? - For dependent picklists: is the deprecated
<picklist>/<picklistValues>/<controllingFieldValues>form ABSENT? - Are all picklist value
<fullName>values unique, start with a letter, and free of hyphens? (spaces are allowed — do NOT replace them with underscores, per the §3.4 value-name fidelity rule)
Roll-Up Summary Field Checks CRITICAL
- Is
<precision>attribute ABSENT? - Is
<scale>attribute ABSENT? - Is
<summaryForeignKey>in formatChildObject__c.MasterDetailField__c? - For SUM/MIN/MAX: Is
<summarizedField>in formatChildObject__c.FieldName__c? - For COUNT: Is
<summarizedField>ABSENT? - Does the child object have a Master-Detail field to this parent?
Formula Field Checks
- Is
<type>set to result type (NOT "Formula")? - Is
<formula>content wrapped in<![CDATA[ ... ]]>? - Is
<returnType>attribute ABSENT? (does not exist in Metadata API) - Is
<length>ABSENT? (formula fields never carry a length, even Text-result formulas) - Is
<formulaTreatBlanksAs>set toBlankAsZerofor numeric results orBlankAsBlankfor text/date results? - Do all referenced fields exist and deploy before this field?
Numeric Field Checks
- Is
scale ≤ precision? - Is
precision ≤ 18?
Text Area Checks
- For TextArea: Is
<length>omitted? (The API rejects an explicit<length>value on TextArea fields.) - For LongTextArea/Html: Is
<visibleLines>set?
Relationship Limit Checks
- Are there 2 or fewer Master-Detail relationships on the object?
- Are there 15 or fewer Lookup relationships on the object?
Naming Checks
- Is the API name free of reserved words (
Order,Group,Select, etc.)? - Is the API name unique on this object?
FAQ
What does the platform-custom-field-generate skill do?
Use when users create, generate, or validate Salesforce Custom Field metadata. Trigger on custom fields, field types, Roll-Up Summary, Master-Detail/Lookup relationships, formula fields, picklists, dependent (controlling) picklists, referencing a value set from a field, or scoping picklist values per record type; also field deployment errors, including a record type that won't deploy without a business process. DO NOT TRIGGER for creating/customizing the value set itself — a new GlobalValueSet or a StandardValueSet catalog like Industry — use platform-value-set-generate; this skill covers the field that references a value set, not the value set definition.
How do I install platform-custom-field-generate?
Run npx skills add https://github.com/forcedotcom/sf-skills --skill platform-custom-field-generate in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/platform-custom-field-generate/ (personal) or .claude/skills/platform-custom-field-generate/ (project).
Which AI agents can use platform-custom-field-generate?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is platform-custom-field-generate safe to install?
Security partners have reviewed it: Gen Agent Trust Hub passed; Socket passed; Snyk passed. As with any skill, read the SKILL.md and bundled scripts before installing.
Who maintains platform-custom-field-generate?
It is published by forcedotcom in forcedotcom/sf-skills. It has 6,566 recorded installs.
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azure-ai
microsoft/azure-skills
Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.
azure-deploy
microsoft/azure-skills
Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and infrastructure files. DO NOT use this skill when the user asks to CREATE a new application — use azure-prepare instead. This skill runs azd up, azd deploy, terraform apply, and az deployment commands with built-in error recovery. Requires .azure/deployment-plan.md from azure-prepare and validated status from azure-validate. WHEN: "run azd up", "run azd deploy", "execute deployment", "push to production", "push to cloud", "go live", "ship it", "bicep deploy", "terraform apply", "publish to Azure", "launch on Azure". DO NOT USE WHEN: "create and deploy", "build and deploy", "create a new app", "set up infrastructure", "create and deploy to Azure using Terraform" — use azure-prepare for these.
azure-validate
microsoft/azure-skills
Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prerequisites before deploying. WHEN: validate my app, check deployment readiness, run preflight checks, verify configuration, check if ready to deploy, validate azure.yaml, validate Bicep, test before deploying, troubleshoot deployment errors, validate Azure Functions, validate function app, validate serverless deployment, verify RBAC roles, check role assignments, review managed identity permissions, what-if analysis, validate Container Apps deployment.