// Prompts for common InfraNodus use cases
export const prompts = [
{
name: "analyze-text",
definition: {
title: "Analyze text as a knowledge graph",
description:
"Generate a knowledge graph from text to identify main topics, concepts, and gaps",
arguments: [
{
name: "text",
description: "The text to analyze",
required: true,
},
],
},
handler: async (args: { [key: string]: string | undefined }) => {
const text = args.text as string;
return {
messages: [
{
role: "user" as const,
content: {
type: "text" as const,
text: `Please analyze the following text using InfraNodus to generate a knowledge graph. Show me the main topics, topical clusters, key concepts, relationships, and any structural gaps you identify:
${text}
Use the generate_knowledge_graph tool to get a detailed analysis.`,
},
},
],
};
},
},
{
name: "gap-analysis",
definition: {
title: "Find the gaps in a text",
description:
"Find the gaps in a text based on the knowledge graph analysis",
arguments: [
{
name: "text",
description: "The text to find the gaps in",
required: true,
},
],
},
handler: async (args: { [key: string]: string | undefined }) => {
const text = args.text as string;
return {
messages: [
{
role: "user" as const,
content: {
type: "text" as const,
text: `Please analyze the following text using InfraNodus to find the gaps within it that could be bridged to improve the content and generate new ideas:
${text}
Use the generate_content_gaps tool to get a detailed analysis.`,
},
},
],
};
},
},
{
name: "topic-analysis",
definition: {
title: "Find the topics in a text",
description:
"Find the main topics and topical clusters in a text based on the knowledge graph analysis",
arguments: [
{
name: "text",
description: "The text to find the topics in",
required: true,
},
],
},
handler: async (args: { [key: string]: string | undefined }) => {
const text = args.text as string;
return {
messages: [
{
role: "user" as const,
content: {
type: "text" as const,
text: `Please analyze the following text using InfraNodus to find the gaps within it that could be bridged to improve the content and generate new ideas:
${text}
Use the generate_topical_clusters tool to get a detailed analysis.`,
},
},
],
};
},
},
{
name: "compare-texts",
definition: {
title: "Compare two texts",
description:
"Find overlaps and differences between two texts using knowledge graphs",
arguments: [
{
name: "text1",
description:
"The main text to find similarities and find the differences: what's in the first text that is not in the second one.",
required: true,
},
{
name: "text2",
description:
"The second text to compare for similarities and differences: the content in the first text that is not in the second.",
required: true,
},
],
},
handler: async (args: { [key: string]: string | undefined }) => {
const text1 = args.text1 as string;
const text2 = args.text2 as string;
return {
messages: [
{
role: "user" as const,
content: {
type: "text" as const,
text: `Please compare these two texts using InfraNodus:
Text 1:
${text1}
Text 2:
${text2}
First, use the overlap_between_texts tool to find common themes and concepts.
Then, use the difference_between_texts tool to identify what's present in the first text that is not in the second one.
Provide a summary of the main similarities and differences.`,
},
},
],
};
},
},
{
name: "research-ideas",
definition: {
title: "Generate research ideas",
description:
"Generate research questions and ideas from text or existing graph",
arguments: [
{
name: "text",
description: "The text to generate research ideas from",
required: true,
},
{
name: "graphName",
description:
"Optional: name of existing graph to use if no text is provided",
required: false,
},
],
},
handler: async (args: { [key: string]: string | undefined }) => {
const text = args.text as string;
const graphName = args.graphName;
if (graphName) {
return {
messages: [
{
role: "user" as const,
content: {
type: "text" as const,
text: `Please generate research ideas for the graph "${graphName}":
1. Use the generate_research_questions_from_graph tool to create research questions
2. Use the generate_responses_from_graph tool to generate potential responses
Provide a comprehensive research agenda based on the analysis.`,
},
},
],
};
}
return {
messages: [
{
role: "user" as const,
content: {
type: "text" as const,
text: `Please help me generate research ideas based on this text:
"${text}"
Use the develop_text tool to generate research ideas based on the content gaps, conceptual bridges, and latent topics identified in the text.
Provide a structured research plan with key questions and areas to investigate.`,
},
},
],
};
},
},
{
name: "seo-topic-analysis",
definition: {
title: "SEO analysis of a topic",
description:
"Analyze search queries and results to identify search intent, the main topics for topical authority, and high-volume search queries that are not adequately served by search results",
arguments: [
{
name: "queries",
description:
"The most likely search queries to analyze for a given topic, comma-separated list",
required: true,
},
],
},
handler: async (args: { [key: string]: string | undefined }) => {
const queries = args.queries as string;
const basePrompt = `Please perform an SEO analysis for the following search queries: "${queries}"
1. First, use the generate_google_search_queries_graph tool to analyze related search queries
2. Then, use the generate_google_search_results_graph tool to analyze the top search results
3. Use the generate_google_results_vs_queries_graph tool to find gaps between queries and results`;
return {
messages: [
{
role: "user" as const,
content: {
type: "text" as const,
text:
basePrompt +
`
Provide insights about the search landscape and content opportunities based on the gaps identified.`,
},
},
],
};
},
},
{
name: "seo-content-analysis",
definition: {
title: "SEO analysis of a content",
description: "Analyze the content to identify SEO opportunities and gaps",
arguments: [
{
name: "content",
description:
"The content to analyze for SEO opportunities and gaps, can be a text or the text content of a website",
required: true,
},
],
},
handler: async (args: { [key: string]: string | undefined }) => {
const content = args.content as string;
const basePrompt = `Please perform an SEO analysis for the following content:
${content}
Use the generate_seo_report tool to provide full report on the SEO opportunities and gaps identified in the content`;
return {
messages: [
{
role: "user" as const,
content: {
type: "text" as const,
text:
basePrompt +
`
Provide insights about the main topics for topical authority, high-volume search queries, content gaps and other SEO opportunities.`,
},
},
],
};
},
},
{
name: "seo-competition-analysis",
definition: {
title: "SEO analysis of the competition",
description:
"Analyze the highest-ranking websites of your competition to identify their main topics and gaps and see what you can focus on to improve your ranking",
arguments: [
{
name: "yourWebsite",
description: "The URL of your website to analyze",
required: true,
},
{
name: "competitionWebsites",
description:
"The URLs of the highest-ranking websites of your competition to analyze, comma-separated list",
required: true,
},
],
},
handler: async (args: { [key: string]: string | undefined }) => {
const yourWebsite = args.yourWebsite as string;
const competitionWebsites = args.competitionWebsites as string;
const basePrompt = `Extract the content of the main and highest-ranking pages on Google for my website "${yourWebsite}" and the content of the highest ranking pages on Googlefollowing websites of my competition: "${competitionWebsites}"
Then use the difference_between_texts tool to keyword combinations that are present in the competitors' websites that is not in my website.
Then use the analyze_related_search_queries tool with these keyword combinations to identify the high-volume, low-competition search queries.
Then use the generate_seo_report tool to analyze the content of competitors content and see what they are missing.
Then run the analyze_google_search_results tool on the gaps identified to extract the main topics to target to improve topical authority.
Provide a comprensive advice on how to improve my website's SEO based on this analysis.
`;
return {
messages: [
{
role: "user" as const,
content: {
type: "text" as const,
text: basePrompt,
},
},
],
};
},
},
{
name: "develop-text",
definition: {
title: "Develop and expand text",
description:
"Develop text using knowledge graph analysis to fill gaps and expand ideas",
arguments: [
{
name: "text",
description: "The text to develop and expand",
required: true,
},
],
},
handler: async (args: { [key: string]: string | undefined }) => {
const text = args.text as string;
const focus = args.focus;
let prompt = `Please help me develop and expand this text using InfraNodus:
${text}
Use the develop_text tool to generate research ideas based on the content gaps, conceptual bridges, and latent topics identified in the text.
`;
return {
messages: [
{
role: "user" as const,
content: {
type: "text" as const,
text: prompt,
},
},
],
};
},
},
{
name: "save-memory",
definition: {
title: "Save text to InfraNodus memory",
description:
"Save important information to your InfraNodus knowledge base",
arguments: [
{
name: "graphName",
description: "Name for the saved graph",
required: true,
},
{
name: "text",
description: "The text to save",
required: true,
},
],
},
handler: async (args: { [key: string]: string | undefined }) => {
const graphName = args.graphName as string;
const text = args.text as string;
return {
messages: [
{
role: "user" as const,
content: {
type: "text" as const,
text: `Please save the following text to my InfraNodus memory with the name "${graphName}":
${text}
Use the memory_add_relations tool to save this information.`,
},
},
],
};
},
},
];
