Tyler Gillispie
4df94c2a19
- Updates `forum/DATA_STRUCTURES.md` with missing concepts: Protocol Buffers, TurboQuant, Git Merkle DAG Diffing, Dependency Graphing, and Declarative Frontmatter (UUIDv7). - Expands `forum/experiments/lab.ts` with 5 new proofs-of-concept for the new data structures. - Adds `protobuf_poc.ts`, `merkle_diff_poc.ts`, `vector_db_poc.ts`, `dependency_graph_poc.ts`, and `telemetry_poc.ts`. Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com> Co-authored-by: mrteye <1945243+mrteye@users.noreply.github.com>
110 lines
3.1 KiB
TypeScript
110 lines
3.1 KiB
TypeScript
import { assertEquals } from "https://deno.land/std@0.224.0/testing/asserts.ts";
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/**
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* Proof of Concept: Local Code Intelligence (AST Parsing)
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*
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* In the full implementation, this would use Tree-sitter WASM or SCIP.
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* For this Deno PoC, we will simulate the extraction of structured data
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* from raw code by building a lightweight regex-based scanner that
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* extracts exported function signatures. This proves the concept of
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* transforming "raw text" into "structured JSON context" for an agent.
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*/
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export interface ExportSymbol {
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name: string;
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type: "function" | "class" | "const";
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signature: string;
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}
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export function extractExports(sourceCode: string): ExportSymbol[] {
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const exports: ExportSymbol[] = [];
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// A naive regex for PoC purposes to find exported functions
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// Matches: export function foo(bar: string): void {
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const functionRegex =
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/export\s+(?:async\s+)?function\s+([a-zA-Z0-9_]+)\s*\(([^)]*)\)(?:\s*:\s*([^ {]+))?/g;
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let match;
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while ((match = functionRegex.exec(sourceCode)) !== null) {
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const name = match[1];
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const args = match[2].trim();
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const returnType = match[3] ? match[3].trim() : "any";
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exports.push({
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name,
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type: "function",
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signature: `(${args}) => ${returnType}`,
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});
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}
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// Matches: export const foo = ...
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const constRegex = /export\s+const\s+([a-zA-Z0-9_]+)\s*=/g;
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while ((match = constRegex.exec(sourceCode)) !== null) {
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exports.push({
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name: match[1],
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type: "const",
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signature: "const",
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});
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}
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return exports;
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}
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// In a real scenario, tests would be separated. For this PoC, we will run the tests here.
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if (import.meta.main) {
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console.log("Running Local Code Intelligence PoC tests...");
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const mockSourceCode = `
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import { stuff } from "somewhere";
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/**
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* Calculates a complex value.
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*/
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export async function calculateValue(input: number, mode: string): Promise<number> {
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return input * 2;
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}
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// An internal helper
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function internalHelper() {
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return true;
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}
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export const MAX_RETRIES = 5;
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export function doSomethingElse(): void {
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console.log(MAX_RETRIES);
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}
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`;
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try {
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const extracted = extractExports(mockSourceCode);
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assertEquals(extracted.length, 3);
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const calcFunc = extracted.find((e) => e.name === "calculateValue");
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assertEquals(calcFunc?.type, "function");
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assertEquals(
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calcFunc?.signature,
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"(input: number, mode: string) => Promise<number>",
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);
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const maxRetries = extracted.find((e) => e.name === "MAX_RETRIES");
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assertEquals(maxRetries?.type, "const");
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const doSomething = extracted.find((e) => e.name === "doSomethingElse");
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assertEquals(doSomething?.type, "function");
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assertEquals(doSomething?.signature, "() => void");
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console.log(
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"✅ Local Code Intelligence PoC successful: Extracted structured context from raw source.",
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);
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// Simulate what the agent would actually see:
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console.log("\n--- Agent Context Payload ---");
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console.log(JSON.stringify(extracted, null, 2));
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console.log("-----------------------------\n");
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} catch (err) {
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console.error("❌ Local Code Intelligence PoC failed:", err);
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}
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}
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