motleyai/update-text-block

Update Text Block

Create or modify text blocks using the update_text_block MCP tool. Text blocks support variable substitution, LLM-generated content, and constrained outputs.

How It Works

1. Call update_text_block with a user_prompt template
2. The block resolves immediately — variables are substituted and (optionally) LLM generates content
3. The resolved content is returned inline in the tool response

Returns: The resolved content of the text block.

Template Syntax

The user_prompt supports:

• Variable references: {query_name} — substituted with query block results
• Cross-slide references: {Slide::Block} — pulls content from other slides
• Arithmetic: {a + b}, {a / b}
• Formatting functions: {percent(x)}, {currency(x)}, {integer(x)}, {number(x, decimals=N)}

For full syntax details, see variable-reference-syntax.md.

Variable Reference Rules

• Same-slide query: Use bare name → {total_revenue}
• Cross-slide content: Use {Slide::Block} → {Sales::revenue_chart}
• Context variables: Use bare name → {end_month} (universal), or any source-specific variable shown by get_doc_variables
• Always verify: Use get_doc_variables(doc_id=..., show_context_vars=true) to check available variables

Content Rules

• Must be valid CommonMark markdown
• No tables in text blocks — use bullet points instead (tables belong in table blocks)
• No line breaks inside bullet points — each bullet must be a single line
• No % after {variable} — use {percent(x)} instead
• Every {variable} must have a corresponding query block or context variable

Modes

Direct Substitution (call_llm=false, the default)

Variables are replaced with their resolved values. No LLM is involved.

update_text_block(
    location={doc_id: 42, slide_name: "Overview", block_name: "kpi_text"},
    user_prompt="Revenue: {currency(total_revenue)}\nCustomers: {integer(active_customers)}\nGrowth: {percent(revenue_growth)}"
)

Use this when you have a fixed template and just need data values filled in.

LLM Generation (call_llm=true)

The LLM receives the resolved template (with variables already substituted) and generates content based on it.

update_text_block(
    location={doc_id: 42, slide_name: "Summary", block_name: "analysis_text"},
    user_prompt="Based on the following data, write a 2-sentence executive summary:\n\nRevenue: {currency(total_revenue)}\nGrowth: {percent(revenue_growth)}\nTop region: {top_region}\n\nChart data:\n{Revenue::revenue_chart}",
    call_llm=true
)

Use this when you want the LLM to synthesize insights from data.

Constrained Generation (call_llm=true + allowed_outputs)

The LLM must choose one of the specified outputs. Useful for conditional/dynamic content.

update_text_block(
    location={doc_id: 42, slide_name: "Status", block_name: "trend_indicator"},
    user_prompt="Based on the growth rate of {percent(revenue_growth)}, classify the trend.",
    call_llm=true,
    allowed_outputs=["Strong Growth", "Moderate Growth", "Stable", "Declining"]
)

Use this for status labels, categories, or any content that must be one of a fixed set of values.

Workflow

Every reference in the template must exist before you call update_text_block. The block resolves immediately, so any {variable} that can't be found will cause a resolution failure.

• {query_name} → call update_query_block first
• {Slide::Block} → the referenced slide/block must already have content
• {context_var} (e.g. {end_month}, or any source-specific key from get_doc_variables) → no setup needed if get_doc_variables lists it

Create query blocks first, then set the text template:

1. Create the data queries:

   update_query_block(
       parent_location={doc_id: 42, slide_name: "Overview", block_name: "summary_text"},
       query_name="total_revenue",
       prompt="Total revenue for the reporting period",
       model_name="revenue"
   )
   
   update_query_block(
       parent_location={doc_id: 42, slide_name: "Overview", block_name: "summary_text"},
       query_name="customer_count",
       prompt="Number of active customers",
       model_name="customers"
   )
   

2. Then set the template:

   update_text_block(
       location={doc_id: 42, slide_name: "Overview", block_name: "summary_text"},
       user_prompt="In {end_month}, the business generated {currency(total_revenue)} in revenue across {integer(customer_count)} active customers."
   )
   

Examples

Static KPI Display

update_text_block(
    location={doc_id: 42, slide_name: "KPIs", block_name: "revenue_kpi"},
    user_prompt="{currency(total_revenue)}"
)

Multi-Line Template

update_text_block(
    location={doc_id: 42, slide_name: "Performance", block_name: "metrics_text"},
    user_prompt="**Performance — {end_month}**\n\n- Revenue: {currency(total_revenue)} ({percent(revenue_growth)} vs prior period)\n- Active users: {integer(active_users)}\n- Avg session duration: {number(avg_duration, decimals=1)} minutes"
)

LLM-Generated Summary from Chart Data

update_text_block(
    location={doc_id: 42, slide_name: "Insights", block_name: "chart_analysis"},
    user_prompt="Analyze the revenue trend data below and provide 3 key insights as bullet points. Be concise — each bullet should be one sentence.\n\n{Revenue::revenue_chart}",
    call_llm=true
)

Conditional Label

update_text_block(
    location={doc_id: 42, slide_name: "Status", block_name: "health_label"},
    user_prompt="The customer's health score is {health_score} out of 100. Classify their status.",
    call_llm=true,
    allowed_outputs=["Healthy", "At Risk", "Critical"]
)

Overflow Handling

If the resolved text exceeds the element's size on the slide, the tool returns an overflow error. To fix:

• Shorten the template: Use fewer variables, shorter text
• Use LLM with brevity instructions: Add "Be very concise" or "Maximum 2 sentences" to your prompt
• Reduce data: Use fewer query blocks or summarize data before display

Error Handling — behavior_if_query_fails

Controls what happens when a child query block fails to resolve:

• "drop_slide" — The slide is silently skipped during export (useful for optional data)
• "fail_resolution" — Resolution raises an error (useful for required data)
• null (default) — Keeps the existing behavior unchanged

Related Skills

• For creating query blocks: see the update-query-block skill
• For expression syntax: see variable-reference-syntax.md
• For context variables: see resolution-context.md