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// Extracts how an icon is used inside a source file (surrounding element,
// label text, handlers, config objects) and aggregates those usages into
// per-icon descriptions. Used by `iconUsage.mts` with `--context`/`--describe`.
export type UsageContext = {
line : number ;
kind : 'element' | 'prop' | 'object' | 'reference' | 'data-attribute' ;
localName : string ;
hostTag : string | null ;
ancestors : string [];
component : string | null ;
labels : string [];
i18nKeys : string [];
handlers : string [];
links : string [];
iconProps : string | null ;
snippet : string ;
description : string ;
};
export type ContextMatch = {
repository : string ;
path : string ;
htmlUrl : string ;
context : UsageContext ;
};
export type IconContextSummary = {
contexts : number ;
repositories : number ;
topLabels : Array < { value : string ; count : number } > ;
topHosts : Array < { value : string ; count : number } > ;
topAncestors : Array < { value : string ; count : number } > ;
topHandlers : Array < { value : string ; count : number } > ;
kinds : Record < string , number >;
examples : Array < { repository : string ; htmlUrl : string ; description : string } > ;
};
const MAX_CONTEXTS_PER_FILE = 3 ;
const SNIPPET_LINES_BEFORE = 3 ;
const SNIPPET_LINES_AFTER = 3 ;
const LOOKBEHIND_CHARS = 2500 ;
const MAX_SNIPPET_LINE_LENGTH = 160 ;
const escapeRegExp = ( value : string ) => value . replace ( /[.*+?^${}()|[\]\\]/g , '\\$&' );
const toKebabCase = ( value : string ) =>
value
. replace ( /([a-z0-9])([A-Z])/g , '$1-$2' )
. replace ( /([A-Z])([A-Z][a-z])/g , '$1-$2' )
. toLowerCase ();
const unique = < T ,>( values : T []) => [... new Set ( values )];
const clean = ( value : string ) => value . replace ( /\s+/g , ' ' ). trim ();
/**
* Resolves the identifiers a file uses for an icon, following `as` aliases
* and default imports of direct icon paths (e.g. `lucide-react/icons/trash`).
*/
export const localNamesFor = (
source : string ,
packageName : string ,
icon : string ,
usageNames : string [],
) => {
const names = new Set < string >();
const escapedPackage = escapeRegExp ( packageName );
const namedImportRegex = new RegExp (
`import\\s+(?:type\\s+)?\\{([\\s\\S]*?)\\}\\s+from\\s+['"] ${ escapedPackage } ['"]` ,
'g' ,
);
for ( const match of source . matchAll ( namedImportRegex )) {
for ( const specifier of ( match [ 1 ] ?? '' ). split ( ',' )) {
const parts = specifier
. trim ()
. replace ( /^type\s+/ , '' )
. split ( /\s+as\s+/ );
if ( ! usageNames . includes ( parts [ 0 ] ? . trim () ?? '' )) continue ;
names . add (( parts [ 1 ] ?? parts [ 0 ]). trim ());
}
}
const directImportRegex = new RegExp (
`import\\s+([A-Za-z_$][\\w$]*)\\s+from\\s+['"] ${ escapeRegExp ( ` ${ packageName } /icons/ ${ icon } ` ) } (?:\\.js)?['"]` ,
'g' ,
);
for ( const match of source . matchAll ( directImportRegex )) names . add ( match [ 1 ]);
// Packages without imports in the template (vanilla `lucide`, Angular) are
// referenced by their export names directly.
if ( names . size === 0 ) usageNames . forEach (( name ) => names . add ( name ));
return [... names ];
};
/** Character ranges that are import/export statements and must not count as usage. */
const statementRanges = ( source : string ) => {
const ranges : Array < [ number , number ] > = [];
const regex =
/(?:^|\n)\s*(?:import|export)\s+(?:type\s+)?(?:[\w$*\s,]*\{[\s\S]*?\}|[\w$*\s,]+?)\s*from\s*['"][^'"]+['"]/g ;
for ( const match of source . matchAll ( regex )) {
ranges . push ([ match . index ?? 0 , ( match . index ?? 0 ) + match [ 0 ]. length ]);
}
return ranges ;
};
type Tag = { name : string ; start : number ; end : number ; attributes : string };
/**
* Finds the end of a JSX/HTML tag that starts at `start`, skipping over `{}`
* expressions, strings and arrow functions so `onClick={() => a > b}` does not
* end the tag early.
*/
const findTagEnd = ( source : string , start : number , limit : number ) => {
let depth = 0 ;
let quote : string | null = null ;
for ( let index = start + 1 ; index < limit ; index += 1 ) {
const char = source [ index ];
if ( quote ) {
if ( char === quote && source [ index - 1 ] !== '\\' ) quote = null ;
continue ;
}
if ( char === '"' || char === "'" || char === '`' ) quote = char ;
else if ( char === '{' ) depth += 1 ;
else if ( char === '}' ) depth = Math . max ( 0 , depth - 1 );
else if ( char === '>' && depth === 0 && source [ index - 1 ] !== '=' ) return index ;
else if (
char === '<' &&
depth === 0 &&
index > start + 1 &&
/[A-Za-z/]/ . test ( source [ index + 1 ] ?? '' )
)
return - 1 ;
}
return - 1 ;
};
const VOID_ELEMENTS = new Set ([
'img' ,
'input' ,
'br' ,
'hr' ,
'meta' ,
'link' ,
'source' ,
'area' ,
'col' ,
'embed' ,
'wbr' ,
]);
/**
* Scans markup before `position` and returns the still-open elements
* (innermost last) plus the tag `position` sits inside, if any.
*/
const openElementsAt = ( source : string , position : number ) => {
const windowStart = Math . max ( 0 , position - LOOKBEHIND_CHARS );
const stack : Tag [] = [];
let host : Tag | null = null ;
const tagRegex = /<(\/?)([A-Za-z][\w.:-]*)/g ;
tagRegex . lastIndex = windowStart ;
let match : RegExpExecArray | null ;
while (( match = tagRegex . exec ( source )) && match . index < position ) {
const [, closing , name ] = match ;
// `a < b` or generics like `Array<string>` are not markup.
const before = source [ match . index - 1 ] ?? '' ;
if ( ! closing && /[\w$)\]]/ . test ( before )) continue ;
const end = findTagEnd ( source , match . index , Math . min ( source . length , position + 2000 ));
if ( end === - 1 ) continue ;
const tag = { name , start : match.index , end , attributes : source.slice ( match . index , end + 1 ) };
if ( end >= position ) {
if ( ! closing ) host = tag ;
break ;
}
if ( closing ) {
const openIndex = stack . map (( item ) => item . name ). lastIndexOf ( name );
if ( openIndex !== - 1 ) stack . splice ( openIndex );
} else if ( source [ end - 1 ] !== '/' && ! VOID_ELEMENTS . has ( name . toLowerCase ())) {
stack . push ( tag );
}
tagRegex . lastIndex = end + 1 ;
}
return { stack , host };
};
const LABEL_ATTRIBUTES = [
'aria-label' ,
'title' ,
'label' ,
'tooltip' ,
'alt' ,
'placeholder' ,
'content' ,
'text' ,
'name' ,
];
const attributeValues = ( markup : string , names : string []) => {
const values : string [] = [];
const pattern = names . map ( escapeRegExp ). join ( '|' );
const regex = new RegExp (
`(?:^|[\\s{,])(?: ${ pattern } )\\s*[=:]\\s*(?:\\{\\s*)?(?:"([^"]{1,80})"|'([^']{1,80})'|\`([^\`$]{1,80})\`)` ,
'g' ,
);
for ( const match of markup . matchAll ( regex )) {
const value = clean ( match [ 1 ] ?? match [ 2 ] ?? match [ 3 ] ?? '' );
if ( value ) values . push ( value );
}
return values ;
};
const handlerValues = ( markup : string ) => {
const values : string [] = [];
const regex =
/(?:^|[\s(])(on[A-Z]\w*|@[\w.-]+|v-on:[\w.-]+|\(click\)|on:\w+|onclick)\s*=\s*\{?\s*["']?(?:\(\)\s*=>\s*)?([\w$.]+)/g ;
for ( const match of markup . matchAll ( regex )) {
if ( match [ 2 ] && ! [ 'function' , 'async' , 'e' , 'event' ]. includes ( match [ 2 ])) {
values . push ( ` ${ match [ 1 ] } = ${ match [ 2 ] } ` );
}
}
return values ;
};
const linkValues = ( markup : string ) =>
attributeValues ( markup , [ 'href' , 'to' , 'url' , 'path' , 'route' , 'routerLink' ]);
const i18nKeys = ( markup : string ) => {
const keys : string [] = [];
const regex =
/\b(?:t|i18n\.t|\$t|translate|formatMessage|intl\.formatMessage)\(\s*(?:\{\s*id:\s*)?['"`]([\w.:-]{2,80})['"`]/g ;
for ( const match of markup . matchAll ( regex )) keys . push ( match [ 1 ]);
return keys ;
};
/** Content range of an element (between its open and close tags), bounded in size. */
const elementContent = ( source : string , parent : Tag | undefined , fallbackStart : number ) => {
const start = parent ? parent . end + 1 : fallbackStart ;
const closing = parent ? source . indexOf ( `</ ${ parent . name } ` , start ) : - 1 ;
const end =
closing === - 1 ? Math . min ( source . length , start + 300 ) : Math . min ( closing , start + 600 );
return source . slice ( start , end );
};
/** Visible text inside an element, with nested tags and expressions removed. */
const elementText = ( source : string , parent : Tag | undefined , fallbackStart : number ) => {
const content = elementContent ( source , parent , fallbackStart );
const text = content
. replace ( /<[^>]*>/g , ' ' )
. replace ( /\{[^{}]*\}/g , ' ' )
. replace ( /[{}]/g , ' ' );
const value = clean ( text );
if ( ! value || value . length > 80 || /[;=]|=>|\breturn\b/ . test ( value )) return [];
return [ value ];
};
const enclosingComponent = ( source : string , position : number ) => {
const before = source . slice ( Math . max ( 0 , position - 20000 ), position );
const regex =
/(?:function\s+([A-Z][\w$]*)|(?:const|let|var)\s+([A-Z][\w$]*)\s*(?::[^=]+)?=\s*(?:\([^)]*\)|[\w$]+)?\s*(?:=>|function)|class\s+([A-Z][\w$]*))/g ;
let name : string | null = null ;
for ( const match of before . matchAll ( regex )) name = match [ 1 ] ?? match [ 2 ] ?? match [ 3 ] ?? name ;
return name ;
};
const snippetAround = ( lines : string [], lineIndex : number ) =>
lines
. slice ( Math . max ( 0 , lineIndex - SNIPPET_LINES_BEFORE ), lineIndex + SNIPPET_LINES_AFTER + 1 )
. map (( line ) =>
line . length > MAX_SNIPPET_LINE_LENGTH ? ` ${ line . slice ( 0 , MAX_SNIPPET_LINE_LENGTH ) } …` : line ,
)
. join ( '\n' );
/** Object literal around a reference such as `{ title: 'Settings', icon: Settings }`. */
const objectLiteralAround = ( source : string , position : number ) => {
let depth = 0 ;
let start = - 1 ;
for ( let index = position ; index >= Math . max ( 0 , position - 600 ); index -= 1 ) {
const char = source [ index ];
if ( char === '}' ) depth += 1 ;
else if ( char === '{' ) {
if ( depth === 0 ) {
start = index ;
break ;
}
depth -= 1 ;
}
}
if ( start === - 1 ) return null ;
depth = 0 ;
for ( let index = start ; index < Math . min ( source . length , start + 1200 ); index += 1 ) {
const char = source [ index ];
if ( char === '{' ) depth += 1 ;
else if ( char === '}' ) {
depth -= 1 ;
if ( depth === 0 ) return source . slice ( start , index + 1 );
}
}
return null ;
};
const describe = ( context : Omit < UsageContext , 'description' | 'snippet' >) => {
const parent = context . ancestors . at ( - 1 );
const where =
context . kind === 'object'
? 'config object'
: context . kind === 'prop'
? `\` ${ context . hostTag } \` prop`
: parent
? `< ${ parent } >`
: context . kind === 'data-attribute'
? `< ${ context . hostTag ?? 'i' } data-lucide>`
: 'standalone element' ;
const parts = [ ` ${ context . localName } in ${ where } ` ];
const label = context . labels [ 0 ] ?? context . i18nKeys [ 0 ];
if ( label ) parts . push ( `labelled " ${ label } "` );
if ( context . handlers . length > 0 )
parts . push ( `handling ${ context . handlers . slice ( 0 , 2 ). join ( ', ' ) } ` );
if ( context . links . length > 0 ) parts . push ( `linking to ${ context . links [ 0 ] } ` );
if ( context . iconProps && /spin|animate|loading/i . test ( context . iconProps ))
parts . push ( '(animated)' );
if ( context . component ) parts . push ( `within ${ context . component } ` );
return parts . join ( ' ' );
};
/** Extracts up to a few usage contexts of an icon from a single source file. */
export const extractContexts = (
source : string ,
packageName : string ,
icon : string ,
usageNames : string [],
) : UsageContext [] => {
const localNames = localNamesFor ( source , packageName , icon , usageNames );
const ranges = statementRanges ( source );
const lines = source . split ( '\n' );
const lineStarts : number [] = [];
lines . reduce (( offset , line ) => {
lineStarts . push ( offset );
return offset + line . length + 1 ;
}, 0 );
const lineAt = ( position : number ) => {
let low = 0 ;
let high = lineStarts . length - 1 ;
while ( low < high ) {
const mid = Math . ceil (( low + high ) / 2 );
if ( lineStarts [ mid ] <= position ) low = mid ;
else high = mid - 1 ;
}
return low ;
};
const namePattern = unique ([
... localNames . map ( escapeRegExp ),
// Vue templates may use kebab-case component names.
...( packageName === '@lucide/vue'
? localNames . map (( name ) => escapeRegExp ( toKebabCase ( name )))
: []),
]). join ( '|' );
const occurrences : Array < { position : number ; name : string ; dataAttribute : boolean } > = [];
for ( const match of source . matchAll (
new RegExp ( `(?<![\\w$.'"/-])( ${ namePattern } )(?![\\w$-])` , 'g' ),
)) {
occurrences . push ({ position : match.index ?? 0 , name : match [ 1 ], dataAttribute : false });
}
if ( packageName === 'lucide' ) {
for ( const match of source . matchAll (
new RegExp ( `data-lucide\\s*=\\s*["'] ${ escapeRegExp ( icon ) } ["']` , 'g' ),
)) {
occurrences . push ({ position : match.index ?? 0 , name : icon , dataAttribute : true });
}
}
const contexts : UsageContext [] = [];
const seenLines = new Set < number >();
for ( const { position , name , dataAttribute } of occurrences . sort (
( a , b ) => a . position - b . position ,
)) {
if ( contexts . length >= MAX_CONTEXTS_PER_FILE ) break ;
if ( ranges . some (([ start , end ]) => position >= start && position < end )) continue ;
const lineIndex = lineAt ( position );
if ( seenLines . has ( lineIndex )) continue ;
const lineText = lines [ lineIndex ];
if ( /^\s*(\/\/|\*|\/\*)/ . test ( lineText )) continue ;
// Registration calls such as `createIcons({ icons: { Trash } })` carry no context.
if (
/(?:createIcons\s*\(|LucideAngularModule\.pick\s*\(|addIcons\s*\(|icons\s*:\s*\{)[^}<]*$/ . test (
source . slice ( Math . max ( 0 , position - 300 ), position ),
)
)
continue ;
const isElement = source [ position - 1 ] === '<' ;
const { stack , host } = isElement
? openElementsAt ( source , position - 1 )
: openElementsAt ( source , position );
const ownTag = isElement
? (() => {
const end = findTagEnd ( source , position - 1 , Math . min ( source . length , position + 2000 ));
return end === - 1 ? null : source . slice ( position - 1 , end + 1 );
})()
: null ;
let kind : UsageContext [ 'kind' ] = 'reference' ;
let hostTag : string | null = null ;
let markupForSignals = '' ;
if ( dataAttribute ) {
kind = 'data-attribute' ;
hostTag = host ? . name ?? null ;
} else if ( isElement ) {
kind = 'element' ;
} else if ( host ) {
kind = 'prop' ;
hostTag = host . name ;
markupForSignals = host . attributes ;
} else {
const object = objectLiteralAround ( source , position );
if ( object && new RegExp ( `[\\w$]+\\s*:\\s* ${ escapeRegExp ( name ) } \\b` ). test ( object )) {
kind = 'object' ;
markupForSignals = object ;
}
}
const ancestors = stack . slice ( - 3 ). map (( tag ) => tag . name );
const parent = stack . at ( - 1 );
const ancestorMarkup = stack
. slice ( - 2 )
. map (( tag ) => tag . attributes )
. join ( ' ' );
const signalMarkup = [ markupForSignals , ancestorMarkup ]. join ( ' ' );
const labels = unique ([
...( kind === 'object' ? attributeValues ( markupForSignals , LABEL_ATTRIBUTES ) : []),
... attributeValues (
signalMarkup ,
LABEL_ATTRIBUTES . filter (( attr ) => attr !== 'name' ),
),
...( kind === 'element' || kind === 'data-attribute' || kind === 'prop'
? elementText ( source , kind === 'prop' && host ? host : parent , position )
: []),
]). slice ( 0 , 4 );
const base = {
line : lineIndex + 1 ,
kind ,
localName : name ,
hostTag ,
ancestors ,
component : enclosingComponent ( source , position ),
labels ,
i18nKeys : unique (
i18nKeys (
kind === 'object'
? markupForSignals
: ` ${ signalMarkup } ${ elementContent ( source , kind === 'prop' && host ? host : parent , position ) } ` ,
),
). slice ( 0 , 3 ),
handlers : unique ( handlerValues ( signalMarkup )). slice ( 0 , 3 ),
links : unique ( linkValues ( signalMarkup )). slice ( 0 , 2 ),
iconProps : ownTag
? clean ( ownTag . slice ( name . length + 1 , - 1 ). replace ( /\/$/ , '' )). slice ( 0 , 120 ) || null
: null ,
};
seenLines . add ( lineIndex );
contexts . push ({
... base ,
snippet : snippetAround ( lines , lineIndex ),
description : describe ( base ),
});
}
return contexts ;
};
const topValues = ( values : string [], limit = 8 ) => {
const counts = new Map < string , number >();
for ( const value of values ) counts . set ( value , ( counts . get ( value ) ?? 0 ) + 1 );
return [... counts . entries ()]
. sort (( a , b ) => b [ 1 ] - a [ 1 ] || a [ 0 ]. localeCompare ( b [ 0 ]))
. slice ( 0 , limit )
. map (([ value , count ]) => ({ value , count }));
};
/** Aggregates the contexts collected for one icon into frequency tables. */
export const summarizeContexts = ( matches : ContextMatch []) : IconContextSummary => {
const contexts = matches . map (( match ) => match . context );
const kinds : Record < string , number > = {};
for ( const context of contexts ) kinds [ context . kind ] = ( kinds [ context . kind ] ?? 0 ) + 1 ;
// Prefer one example per repository so a single project cannot dominate.
const examples : IconContextSummary [ 'examples' ] = [];
const exampleRepos = new Set < string >();
for ( const match of matches ) {
if ( exampleRepos . has ( match . repository )) continue ;
exampleRepos . add ( match . repository );
examples . push ({
repository : match.repository ,
htmlUrl : ` ${ match . htmlUrl } #L ${ match . context . line } ` ,
description : match.context.description ,
});
if ( examples . length >= 10 ) break ;
}
return {
contexts : contexts.length ,
repositories : new Set ( matches . map (( match ) => match . repository )). size ,
topLabels : topValues (
contexts . flatMap (( context ) =>
unique ([... context . labels , ... context . i18nKeys ]. map (( value ) => value . toLowerCase ())),
),
),
topHosts : topValues ( contexts . flatMap (( context ) => ( context . hostTag ? [ context . hostTag ] : []))),
topAncestors : topValues ( contexts . flatMap (( context ) => context . ancestors . slice ( - 1 ))),
topHandlers : topValues (
contexts . flatMap (( context ) => context . handlers . map (( handler ) => handler . split ( '=' )[ 0 ])),
),
kinds ,
examples ,
};
};
export type UsageDescription = {
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useCase : string [];
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description : string ;
sampleShare : number ;
examples : string [];
};
type DescribeOptions = {
icon : string ;
matches : ContextMatch [];
summary : IconContextSummary ;
existingUseCases : string [];
model : string ;
maxPromptContexts : number ;
readCache : ( key : string ) => Promise < UsageDescription [] | null >;
writeCache : ( key : string , value : UsageDescription []) => Promise < void >;
};
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const METADATA_INSTRUCTIONS = new URL (
'../.github/instructions/metadata.instructions.md' ,
import . meta . url ,
);
const FALLBACK_USE_CASE_GUIDELINES = `Write each use-case as a short phrase of roughly 4-12 words starting with a present participle verb (e.g. "Indicating a low battery charge level"), from the interface's perspective, naming the concrete context where useful. No trailing period, no first person, no marketing language, and never just the icon's name.` ;
/**
* Returns the "Use Cases" section of the repository's metadata instructions
* (including its examples), so generated use-cases follow the same style.
*/
const loadUseCaseGuidelines = async () => {
try {
const fs = await import ( 'node:fs/promises' );
const instructions = await fs . readFile ( METADATA_INSTRUCTIONS , 'utf8' );
const start = instructions . indexOf ( '## Use Cases' );
if ( start === - 1 ) return FALLBACK_USE_CASE_GUIDELINES ;
const sections = instructions . slice ( start ). split ( /\n(?=## )/ );
return sections
. filter (( section , index ) => index === 0 || section . startsWith ( '## Examples' ))
. join ( '\n' )
. trim ();
} catch {
return FALLBACK_USE_CASE_GUIDELINES ;
}
};
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/**
* Asks an OpenAI model to cluster the collected usage contexts into distinct,
* real-world use cases for the icon. Responses are cached by prompt hash.
*/
export const describeIconUsage = async ({
icon ,
matches ,
summary ,
existingUseCases ,
model ,
maxPromptContexts ,
readCache ,
writeCache ,
} : DescribeOptions ) : Promise < UsageDescription [] > => {
if ( matches . length === 0 ) return [];
const samples = matches . slice ( 0 , maxPromptContexts ). map (( match , index ) => ({
id : index + 1 ,
repository : match.repository ,
path : match.path ,
component : match.context.component ,
parents : match.context.ancestors ,
labels : [... match . context . labels , ... match . context . i18nKeys ],
handlers : match.context.handlers ,
links : match.context.links ,
snippet : match.context.snippet ,
}));
const input = `You are maintaining the metadata for the Lucide icon library. Below are real usages of the \` ${ icon } \` icon found in public GitHub repositories, extracted from source code.
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Group these usages by what the icon means in them, and describe each group.
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Fields for each group:
- useCase: an array of 1-3 use-case phrases for this group, written exactly as the use-case guidelines below describe. Add more than one phrase only when the group covers genuinely distinct uses; never rephrase the same idea. Don't repeat a phrase across groups.
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- description: one or two sentences describing how and where the icon appears in the UI (e.g. inside a ghost button in a table row, next to a "Delete" label).
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- sampleShare: the approximate fraction (0-1) of the samples that belong to this group.
- examples: ids of up to 3 samples that best illustrate the group.
Rules:
- Return between 1 and 4 groups, most common first. Ignore samples without enough context to judge.
- The samples are your source material: extract the function the icon serves in the interface and discard implementation details such as component names, class names or file paths.
- Base everything on the samples; never invent use cases that are not supported by them.
- Match the style of the existing use-cases, and avoid duplicating them.
Use-case guidelines (from .github/instructions/metadata.instructions.md):
<guidelines>
${ await loadUseCaseGuidelines () }
</guidelines>
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Existing use-cases for " ${ icon } ": ${ JSON . stringify ( existingUseCases ) }
Aggregated signals:
${ JSON . stringify ({ topLabels : summary.topLabels , topParents : summary.topAncestors , topHandlers : summary.topHandlers , kinds : summary.kinds } )}
Samples:
${ JSON . stringify ( samples , null , 1 ) } ` ;
const crypto = await import ( 'node:crypto' );
const cacheKey = crypto . createHash ( 'sha256' ). update ( ` ${ model } \ n ${ input } ` ). digest ( 'hex' );
const cached = await readCache ( cacheKey );
if ( cached ) return cached ;
const [{ default : OpenAI }, { zodTextFormat }, { default : z }] = await Promise . all ([
import ( 'openai' ),
import ( 'openai/helpers/zod' ),
import ( 'zod' ),
]);
const schema = z . object ({
useCases : z.array (
z . object ({
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useCase : z.array ( z . string ()),
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description : z.string (),
sampleShare : z.number (),
examples : z.array ( z . number ()),
}),
),
});
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// The SDK retries timeouts (408), rate limits and server errors with backoff.
const client = new OpenAI ({ apiKey : process.env.OPENAI_API_KEY , maxRetries : 5 });
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const response = await client . responses . create ({
model ,
input ,
text : { format : zodTextFormat ( schema , 'usage' ) },
});
const parsed = schema . parse ( JSON . parse ( response . output_text ));
const descriptions = parsed . useCases . map (( useCase ) => ({
useCase : useCase.useCase ,
description : useCase.description ,
sampleShare : useCase.sampleShare ,
examples : useCase.examples
. map (( id ) => matches [ id - 1 ])
. filter ( Boolean )
. map (( match ) => ` ${ match . htmlUrl } #L ${ match . context . line } ` ),
}));
await writeCache ( cacheKey , descriptions );
return descriptions ;
};