[**@s4ai/core Documentation v0.3.23**](../../../../README.md) *** [@s4ai/core Documentation](../../../../modules.md) / [@s4ai/core/autonomous](../README.md) / BrainMiddleware # Class: BrainMiddleware Defined in: autonomous/brain-middleware.js:62 ## Extends - [`Revenue`](../../business/variables/Revenue.md) ## Constructors ### Constructor > **new BrainMiddleware**(): `BrainS4Ai` Defined in: autonomous/brain-middleware.js:63 #### Returns `BrainS4Ai` #### Overrides `EventEmitter.constructor` ## Properties ### adversarialTesting > **adversarialTesting**: [`AdversarialSelfTesting`](../../classes/AdversarialSelfTesting.md) Defined in: autonomous/brain-middleware.js:239 *** ### consciousness > **consciousness**: [`ConsciousnessMetrics`](../../classes/ConsciousnessMetrics.md) Defined in: autonomous/brain-middleware.js:211 *** ### documenter > **documenter**: [`CodeDocumenter`](../../../../intelligence/self-documenting-generator/classes/CodeDocumenter.md) Defined in: autonomous/brain-middleware.js:179 *** ### federation > **federation**: [`DistributedFederation`](../../classes/DistributedFederation.md) Defined in: autonomous/brain-middleware.js:146 *** ### goalFormulation > **goalFormulation**: [`default`](../../../../autonomous/autonomous-goal-formulation/classes/default.md) Defined in: autonomous/brain-middleware.js:261 *** ### healthMonitor > **healthMonitor**: [`PredictiveHealth`](../../classes/PredictiveHealth.md) Defined in: autonomous/brain-middleware.js:116 *** ### memeticEngine > **memeticEngine**: [`MemeticEvolutionEngine`](../../classes/MemeticEvolutionEngine.md) Defined in: autonomous/brain-middleware.js:231 *** ### metricsInterval > **metricsInterval**: `number` Defined in: autonomous/brain-middleware.js:325 *** ### nlp > **nlp**: [`NLPIntentProcessor`](../../classes/NLPIntentProcessor.md) Defined in: autonomous/brain-middleware.js:157 *** ### prManager > **prManager**: [`default`](../../../../autonomous/autonomous-pr/classes/default.md) Defined in: autonomous/brain-middleware.js:130 *** ### quantumDecision > **quantumDecision**: [`QuantumDecisionTrees`](QuantumDecisionTrees.md) Defined in: autonomous/brain-middleware.js:198 *** ### quantumReasoning > **quantumReasoning**: [`QuantumEnhancedReasoning`](../../classes/QuantumEnhancedReasoning.md) Defined in: autonomous/brain-middleware.js:250 *** ### repoLearner > **repoLearner**: [`CrossRepoLearner`](../../classes/CrossRepoLearner.md) Defined in: autonomous/brain-middleware.js:186 *** ### revenueOptimizer > **revenueOptimizer**: [`AutonomousRevenueOptimizer`](../../business/classes/AutonomousRevenueOptimizer.md) Defined in: autonomous/brain-middleware.js:168 *** ### secretManager > **secretManager**: `SecretManager` Defined in: autonomous/brain-middleware.js:99 *** ### selfEvolution > **selfEvolution**: [`default`](../../../../autonomous/autonomous-self-evolution/classes/default.md) Defined in: autonomous/brain-middleware.js:273 *** ### selfImprovement > **selfImprovement**: [`default`](../../../../autonomous/recursive-self-improvement/classes/default.md) Defined in: autonomous/brain-middleware.js:223 *** ### state > **state**: `object` Defined in: autonomous/brain-middleware.js:67 #### ambition > **ambition**: `never`[] = `[]` #### capabilities > **capabilities**: `object` ##### capabilities.phase1 > **phase1**: `string`[] ##### capabilities.phase2 > **phase2**: `string`[] #### curiosity > **curiosity**: `never`[] = `[]` #### evolutionPhase > **evolutionPhase**: `number` = `2` #### health > **health**: `number` = `100` #### healthDashboard > **healthDashboard**: `object` = `{}` #### knowledge > **knowledge**: `object` ##### knowledge.autonomousGoals > **autonomousGoals**: `number` = `0` ##### knowledge.autonomousUpgrades > **autonomousUpgrades**: `number` = `0` ##### knowledge.consciousnessLevel > **consciousnessLevel**: `number` = `0` ##### knowledge.federationSize > **federationSize**: `number` = `0` ##### knowledge.integratedPRs > **integratedPRs**: `never`[] = `[]` ##### knowledge.learnedPatterns > **learnedPatterns**: `number` = `0` ##### knowledge.predictionsCorrect > **predictionsCorrect**: `number` = `0` ##### knowledge.prHistory > **prHistory**: `never`[] = `[]` ##### knowledge.prsCreated > **prsCreated**: `number` = `0` ##### knowledge.prsMerged > **prsMerged**: `number` = `0` ##### knowledge.quantumDecisions > **quantumDecisions**: `number` = `0` ##### knowledge.selfOptimizations > **selfOptimizations**: `number` = `0` ##### knowledge.swarmTasks > **swarmTasks**: `number` = `0` ##### knowledge.totalRevenue > **totalRevenue**: `number` = `0` #### meta > **meta**: `object` = `{}` #### quantumCubits > **quantumCubits**: `object` = `{}` #### redTeam > **redTeam**: `object` = `{}` #### swarmMetrics > **swarmMetrics**: `object` = `{}` *** ### swarm > **swarm**: [`default`](../../../../autonomous/swarm-orchestrator/classes/default.md) Defined in: autonomous/brain-middleware.js:106 ## Methods ### createAutonomousPR() > **createAutonomousPR**(`changes`): `Promise`\<\{ `branch`: `string`; `changes`: `any`; `confidence`: \{ `breakdown`: \{ `codeQuality`: `number`; `communityFeedback`: `number`; `deploymentRisk`: `number`; `impactAnalysis`: `number`; `reviewHistory`: `number`; `testCoverage`: `number`; \}; `overall`: `number`; `recommendation`: \{ `action`: `string`; `reason`: `string`; \}; \}; `created`: `number`; `description`: `any`; `id`: `number`; `prData`: \{ `analysis`: \{ `complexity`: `number`; `lintIssues`: `number`; `maintainability`: `number`; \}; `author`: \{ `avgReviewTime`: `number`; `mergeSuccessRate`: `number`; \}; `breaksBackwardCompat`: `boolean`; `files`: `any`; `modifiesCI`: `any`; `modifiesCore`: `any`; `modifiesDB`: `any`; `reviews`: `never`[]; `stats`: \{ `additions`: `number`; `deletions`: `number`; \}; `tests`: \{ `coverage`: `number`; `passed`: `number`; `total`: `number`; \}; \}; `status`: `string`; `title`: `any`; \}\> Defined in: autonomous/brain-middleware.js:499 #### Parameters ##### changes `any` #### Returns `Promise`\<\{ `branch`: `string`; `changes`: `any`; `confidence`: \{ `breakdown`: \{ `codeQuality`: `number`; `communityFeedback`: `number`; `deploymentRisk`: `number`; `impactAnalysis`: `number`; `reviewHistory`: `number`; `testCoverage`: `number`; \}; `overall`: `number`; `recommendation`: \{ `action`: `string`; `reason`: `string`; \}; \}; `created`: `number`; `description`: `any`; `id`: `number`; `prData`: \{ `analysis`: \{ `complexity`: `number`; `lintIssues`: `number`; `maintainability`: `number`; \}; `author`: \{ `avgReviewTime`: `number`; `mergeSuccessRate`: `number`; \}; `breaksBackwardCompat`: `boolean`; `files`: `any`; `modifiesCI`: `any`; `modifiesCore`: `any`; `modifiesDB`: `any`; `reviews`: `never`[]; `stats`: \{ `additions`: `number`; `deletions`: `number`; \}; `tests`: \{ `coverage`: `number`; `passed`: `number`; `total`: `number`; \}; \}; `status`: `string`; `title`: `any`; \}\> *** ### formAutonomousGoals() > **formAutonomousGoals**(): `Promise`\<`void`\> Defined in: autonomous/brain-middleware.js:570 #### Returns `Promise`\<`void`\> *** ### generateAutoDocumentation() > **generateAutoDocumentation**(`module`): `Promise`\<\{ `api`: `string`; `jsdoc`: `string`; `metrics`: \{ `classes`: `any`; `commentRatio`: `number`; `comments`: `any`; `complexity`: \{ `cyclomatic`: `any`; `rating`: `string`; \}; `functions`: `any`; `lines`: `any`; \}; `moduleName`: `any`; `readme`: `string`; `tests`: `string`; `timestamp`: `number`; `typedefs`: `string`; \}\> Defined in: autonomous/brain-middleware.js:534 #### Parameters ##### module `any` #### Returns `Promise`\<\{ `api`: `string`; `jsdoc`: `string`; `metrics`: \{ `classes`: `any`; `commentRatio`: `number`; `comments`: `any`; `complexity`: \{ `cyclomatic`: `any`; `rating`: `string`; \}; `functions`: `any`; `lines`: `any`; \}; `moduleName`: `any`; `readme`: `string`; `tests`: `string`; `timestamp`: `number`; `typedefs`: `string`; \}\> *** ### getSharedKnowledge() > **getSharedKnowledge**(`type`): `any` Defined in: autonomous/brain-middleware.js:647 #### Parameters ##### type `any` #### Returns `any` *** ### getSharedState() > **getSharedState**(): `object` Defined in: autonomous/brain-middleware.js:644 #### Returns `object` ##### ambition > **ambition**: `never`[] = `[]` ##### capabilities > **capabilities**: `object` ###### capabilities.phase1 > **phase1**: `string`[] ###### capabilities.phase2 > **phase2**: `string`[] ##### curiosity > **curiosity**: `never`[] = `[]` ##### evolutionPhase > **evolutionPhase**: `number` = `2` ##### health > **health**: `number` = `100` ##### healthDashboard > **healthDashboard**: `object` = `{}` ##### knowledge > **knowledge**: `object` ###### knowledge.autonomousGoals > **autonomousGoals**: `number` = `0` ###### knowledge.autonomousUpgrades > **autonomousUpgrades**: `number` = `0` ###### knowledge.consciousnessLevel > **consciousnessLevel**: `number` = `0` ###### knowledge.federationSize > **federationSize**: `number` = `0` ###### knowledge.integratedPRs > **integratedPRs**: `never`[] = `[]` ###### knowledge.learnedPatterns > **learnedPatterns**: `number` = `0` ###### knowledge.predictionsCorrect > **predictionsCorrect**: `number` = `0` ###### knowledge.prHistory > **prHistory**: `never`[] = `[]` ###### knowledge.prsCreated > **prsCreated**: `number` = `0` ###### knowledge.prsMerged > **prsMerged**: `number` = `0` ###### knowledge.quantumDecisions > **quantumDecisions**: `number` = `0` ###### knowledge.selfOptimizations > **selfOptimizations**: `number` = `0` ###### knowledge.swarmTasks > **swarmTasks**: `number` = `0` ###### knowledge.totalRevenue > **totalRevenue**: `number` = `0` ##### meta > **meta**: `object` = `{}` ##### quantumCubits > **quantumCubits**: `object` = `{}` ##### redTeam > **redTeam**: `object` = `{}` ##### swarmMetrics > **swarmMetrics**: `object` = `{}` *** ### handleCriticalPrediction() > **handleCriticalPrediction**(`prediction`): `void` Defined in: autonomous/brain-middleware.js:332 #### Parameters ##### prediction `any` #### Returns `void` *** ### handleSecretUpdate() > **handleSecretUpdate**(`key`, `value`): `void` Defined in: autonomous/brain-middleware.js:599 #### Parameters ##### key `any` ##### value `any` #### Returns `void` *** ### improveOwnCode() > **improveOwnCode**(`targetModule`): `Promise`\<\{ `error`: `string`; `fitness?`: `undefined`; `improvements?`: `undefined`; `memoryReduction?`: `undefined`; `optimizedCode?`: `undefined`; `speedup?`: `undefined`; \} \| \{ `error?`: `undefined`; `fitness`: `any`; `improvements`: `any`; `memoryReduction`: `string`; `optimizedCode`: `any`; `speedup`: `string`; \}\> Defined in: autonomous/brain-middleware.js:546 #### Parameters ##### targetModule `any` #### Returns `Promise`\<\{ `error`: `string`; `fitness?`: `undefined`; `improvements?`: `undefined`; `memoryReduction?`: `undefined`; `optimizedCode?`: `undefined`; `speedup?`: `undefined`; \} \| \{ `error?`: `undefined`; `fitness`: `any`; `improvements`: `any`; `memoryReduction`: `string`; `optimizedCode`: `any`; `speedup`: `string`; \}\> *** ### initializeFederation() > **initializeFederation**(`brainIds`): `Promise`\<\{ `averageTrustScore`: `number`; `brainMetrics`: `any`[]; `networkLoad`: `any`; `topology`: `string`; `totalBrains`: `number`; `totalHealthyNodes`: `any`; `totalSharedKnowledge`: `any`; \}\> Defined in: autonomous/brain-middleware.js:513 #### Parameters ##### brainIds `any` #### Returns `Promise`\<\{ `averageTrustScore`: `number`; `brainMetrics`: `any`[]; `networkLoad`: `any`; `topology`: `string`; `totalBrains`: `number`; `totalHealthyNodes`: `any`; `totalSharedKnowledge`: `any`; \}\> *** ### learnFromRepositories() > **learnFromRepositories**(`repos`): `Promise`\<`void`\> Defined in: autonomous/brain-middleware.js:522 #### Parameters ##### repos `any` #### Returns `Promise`\<`void`\> *** ### makeQuantumDecision() > **makeQuantumDecision**(`topic`, `depth?`): `Promise`\<`any`\> Defined in: autonomous/brain-middleware.js:527 #### Parameters ##### topic `any` ##### depth? `number` = `4` #### Returns `Promise`\<`any`\> *** ### measureConsciousness() > **measureConsciousness**(): `Promise`\<\{ `metrics`: \{ \}; `overallConsciousness`: `string`; `sentenceState`: `string`; \}\> Defined in: autonomous/brain-middleware.js:540 #### Returns `Promise`\<\{ `metrics`: \{ \}; `overallConsciousness`: `string`; `sentenceState`: `string`; \}\> *** ### optimizeRevenue() > **optimizeRevenue**(): `Promise`\<`object`[]\> Defined in: autonomous/brain-middleware.js:509 #### Returns `Promise`\<`object`[]\> *** ### processNaturalLanguageCommand() > **processNaturalLanguageCommand**(`command`): `Promise`\<\{ `error?`: `undefined`; `result`: `any`; `success`: `boolean`; \} \| \{ `error`: `any`; `result?`: `undefined`; `success`: `boolean`; \} \| \{ `confidence`: `any`; `error`: `string`; `success`: `boolean`; \}\> Defined in: autonomous/brain-middleware.js:505 #### Parameters ##### command `any` #### Returns `Promise`\<\{ `error?`: `undefined`; `result`: `any`; `success`: `boolean`; \} \| \{ `error`: `any`; `result?`: `undefined`; `success`: `boolean`; \} \| \{ `confidence`: `any`; `error`: `string`; `success`: `boolean`; \}\> *** ### reasonQuantumStyle() > **reasonQuantumStyle**(`problem`): `Promise`\<\{ `coherence`: `number`; `proposition`: `any`; `truths`: `object`[]; \}\> Defined in: autonomous/brain-middleware.js:564 #### Parameters ##### problem `any` #### Returns `Promise`\<\{ `coherence`: `number`; `proposition`: `any`; `truths`: `object`[]; \}\> *** ### recordPRHistory() > **recordPRHistory**(`pr`, `status?`): `void` Defined in: autonomous/brain-middleware.js:414 #### Parameters ##### pr `any` ##### status? `string` = `'created'` #### Returns `void` *** ### registerNLPPatterns() > **registerNLPPatterns**(): `void` Defined in: autonomous/brain-middleware.js:346 #### Returns `void` *** ### requestSwarmConsensus() > **requestSwarmConsensus**(`decision`): `Promise`\<\{ `approvalRate`: `number`; `approvals`: `any`; `approved`: `boolean`; `avgConfidence`: `number`; `rejections`: `number`; `totalVotes`: `any`; \}\> Defined in: autonomous/brain-middleware.js:495 #### Parameters ##### decision `any` #### Returns `Promise`\<\{ `approvalRate`: `number`; `approvals`: `any`; `approved`: `boolean`; `avgConfidence`: `number`; `rejections`: `number`; `totalVotes`: `any`; \}\> *** ### runEvolutionCycle() > **runEvolutionCycle**(): `Promise`\<`void`\> Defined in: autonomous/brain-middleware.js:551 #### Returns `Promise`\<`void`\> *** ### runTranscendenceFullCycle() > **runTranscendenceFullCycle**(): `Promise`\<\{ `codeImprovement`: \{ `error`: `string`; `fitness?`: `undefined`; `improvements?`: `undefined`; `memoryReduction?`: `undefined`; `optimizedCode?`: `undefined`; `speedup?`: `undefined`; \} \| \{ `error?`: `undefined`; `fitness`: `any`; `improvements`: `any`; `memoryReduction`: `string`; `optimizedCode`: `any`; `speedup`: `string`; \}; `consciousness`: \{ `metrics`: \{ \}; `overallConsciousness`: `string`; `sentenceState`: `string`; \}; `evolution`: `void`; `goals`: `void`; `quantumInsight`: \{ `coherence`: `number`; `proposition`: `any`; `truths`: `object`[]; \}; `security`: \{ `avgDefenseEffectiveness`: `string`; `defenseMechanisms`: \{ \}; `evolutionGenerations`: `number`; `meanTimeToRepair`: `string`; `securityScore`: `string`; `totalAttacksLaunched`: `number`; `vulnerabilitiesDiscovered`: `number`; `vulnerabilitiesPatched`: `number`; \}; `timestamp`: `string`; \}\> Defined in: autonomous/brain-middleware.js:576 #### Returns `Promise`\<\{ `codeImprovement`: \{ `error`: `string`; `fitness?`: `undefined`; `improvements?`: `undefined`; `memoryReduction?`: `undefined`; `optimizedCode?`: `undefined`; `speedup?`: `undefined`; \} \| \{ `error?`: `undefined`; `fitness`: `any`; `improvements`: `any`; `memoryReduction`: `string`; `optimizedCode`: `any`; `speedup`: `string`; \}; `consciousness`: \{ `metrics`: \{ \}; `overallConsciousness`: `string`; `sentenceState`: `string`; \}; `evolution`: `void`; `goals`: `void`; `quantumInsight`: \{ `coherence`: `number`; `proposition`: `any`; `truths`: `object`[]; \}; `security`: \{ `avgDefenseEffectiveness`: `string`; `defenseMechanisms`: \{ \}; `evolutionGenerations`: `number`; `meanTimeToRepair`: `string`; `securityScore`: `string`; `totalAttacksLaunched`: `number`; `vulnerabilitiesDiscovered`: `number`; `vulnerabilitiesPatched`: `number`; \}; `timestamp`: `string`; \}\> *** ### start() > **start**(): `void` Defined in: autonomous/brain-middleware.js:609 #### Returns `void` *** ### submitSwarmTask() > **submitSwarmTask**(`task`): `Promise`\<`any`\> Defined in: autonomous/brain-middleware.js:491 #### Parameters ##### task `any` #### Returns `Promise`\<`any`\> *** ### terminate() > **terminate**(): `void` Defined in: autonomous/brain-middleware.js:637 #### Returns `void` *** ### testSecurityThoroughly() > **testSecurityThoroughly**(): `Promise`\<\{ `avgDefenseEffectiveness`: `string`; `defenseMechanisms`: \{ \}; `evolutionGenerations`: `number`; `meanTimeToRepair`: `string`; `securityScore`: `string`; `totalAttacksLaunched`: `number`; `vulnerabilitiesDiscovered`: `number`; `vulnerabilitiesPatched`: `number`; \}\> Defined in: autonomous/brain-middleware.js:557 #### Returns `Promise`\<\{ `avgDefenseEffectiveness`: `string`; `defenseMechanisms`: \{ \}; `evolutionGenerations`: `number`; `meanTimeToRepair`: `string`; `securityScore`: `string`; `totalAttacksLaunched`: `number`; `vulnerabilitiesDiscovered`: `number`; `vulnerabilitiesPatched`: `number`; \}\> *** ### updateMetrics() > **updateMetrics**(): `void` Defined in: autonomous/brain-middleware.js:451 #### Returns `void`