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File size: 2,558 Bytes
34367da | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 | import 'dotenv/config';
import neo4j from 'neo4j-driver';
import * as path from 'path';
import { fileURLToPath } from 'url';
// SHIM: Define __dirname for ES Modules
const __filename = fileURLToPath(import.meta.url);
const __dirname = path.dirname(__filename);
async function runGapAnalysis() {
console.log('🧠 Neural Synergy: Analyzing Capability Gaps...');
const uri = process.env.NEO4J_URI;
const user = process.env.NEO4J_USER;
const password = process.env.NEO4J_PASSWORD;
if (!uri || !user || !password) {
console.error('❌ ERROR: Missing Neo4j credentials');
process.exit(1);
}
const driver = neo4j.driver(uri, neo4j.auth.basic(user, password));
const session = driver.session();
try {
// Gap Analysis Query
// Finds tenders where the required keywords (from 'matches' property)
// do NOT appear in any File content (simulated by file name/path for now as we don't have full content indexed yet)
console.log('⚡ Scanning Graph for missing capabilities...');
const result = await session.run(`
MATCH (t:Tender)<-[f:POTENTIAL_FIT]-(:Organization)
WHERE f.score > 40
UNWIND f.matches as keyword
WITH t, keyword
// Check if we have code matching this keyword
// Using CASE for existence check since we are in a projection
CALL {
WITH keyword
MATCH (file:File)
WHERE toLower(file.name) CONTAINS toLower(keyword)
OR toLower(file.path) CONTAINS toLower(keyword)
RETURN count(file) > 0 as hasCapability
}
WITH t, keyword, hasCapability
WHERE NOT hasCapability
RETURN t.title as Tender, collect(keyword) as MissingTech
`);
console.log('\n📋 Strategic Gap Report:');
if (result.records.length === 0) {
console.log("✅ No critical gaps found. We have code coverage for all identified opportunities.");
} else {
result.records.forEach(r => {
console.log(`\n🚨 Tender: "${r.get('Tender')}"`);
console.log(` Missing Tech: ${r.get('MissingTech').join(', ')}`);
});
}
} catch (error) {
console.error('💥 Analysis Failed:', error);
} finally {
await session.close();
await driver.close();
}
}
runGapAnalysis();
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