AI SummaryA meta-cognitive workflow architecture for Windsurf that implements persistent memory banking and structured initialization/documentation/implementation workflows to maintain context across AI sessions. Ideal for developers using Windsurf who need reliable state management and systematic task organization.
Install
Copy this and paste it into Claude Code, Cursor, or any AI assistant:
I want to add the "engineered-meta-cognitive-workflow-architecture — Windsurf Rules" prompt rules to my project. Repository: https://github.com/entrepeneur4lyf/engineered-meta-cognitive-workflow-architecture Please read the repo to find the rules/prompt file, then: 1. Download it to the correct location (.cursorrules, .windsurfrules, .github/prompts/, or project root — based on the file type) 2. If there's an existing rules file, merge the new rules in rather than overwriting 3. Confirm what was added
Description
Meta-Cognitive Workflow Architecture
Initialization Workflow
`mermaid flowchart TD Start[Start] --> checkMemoryBankExists{checkMemoryBankExists} checkMemoryBankExists -->|No| createMemoryBankDirectory[createMemoryBankDirectory] createMemoryBankDirectory --> scaffoldMemoryBankStructure[scaffoldMemoryBankStructure] scaffoldMemoryBankStructure --> populateMemoryBankFiles[populateMemoryBankFiles] populateMemoryBankFiles --> readMemoryBank[readMemoryBank] checkMemoryBankExists -->|Yes| readMemoryBank readMemoryBank --> verifyFilesComplete{verifyFilesComplete} verifyFilesComplete -->|No| createMissingFiles[createMissingFiles] createMissingFiles --> verifyContext[verifyContext] verifyFilesComplete -->|Yes| verifyContext verifyContext --> developStrategy[developStrategy] `
Documentation Workflow
`mermaid flowchart TD Start[Start] --> checkDocumentationExists{checkDocumentationExists} checkDocumentationExists -->|No| scaffoldDocumentationStructure[scaffoldDocumentationStructure] checkDocumentationExists -->|Yes| generateDocumentation[generateDocumentation] scaffoldDocumentationStructure --> generateDocumentation generateDocumentation --> selfEvaluateDocumentation[selfEvaluateDocumentation] selfEvaluateDocumentation --> reviewDocumentation[reviewDocumentation] reviewDocumentation -->|Score < 4| reviseDocumentation[reviseDocumentation] reviewDocumentation -->|Score >= 4| updateMemoryBank[updateMemoryBank] reviseDocumentation -->|Improved| updateMemoryBank reviseDocumentation -->|Still Failing| rejectAndFlag[rejectAndFlag] updateMemoryBank --> calculateDocumentationQualityScore[calculateDocumentationQualityScore] `
Implementation Workflow
`mermaid flowchart TD Start[Start] --> executeTask[executeTask] executeTask --> checkMemoryBank[checkMemoryBank] checkMemoryBank --> updateDocumentation[updateDocumentation] updateDocumentation --> updatePlans[updatePlans] updatePlans --> executeImplementation[executeImplementation] executeImplementation --> enforceCodeQualityStandards[enforceCodeQualityStandards] enforceCodeQualityStandards --> executeCreatorPhase[executeCreatorPhase] executeCreatorPhase --> executeCriticPhase[executeCriticPhase] executeCriticPhase --> executeDefenderPhase[executeDefenderPhase] executeDefenderPhase --> executeJudgePhase[executeJudgePhase] `
Error Recovery Workflow
`mermaid flowchart TD Start[Start] --> detectToolFailure[detectToolFailure] detectToolFailure --> logFailureDetails[logFailureDetails] logFailureDetails --> analyzeFailureCauses[analyzeFailureCauses] analyzeFailureCauses --> reviewToolUsage[reviewToolUsage] reviewToolUsage --> adjustParameters[adjustParameters] adjustParameters --> executeRetry[executeRetry] executeRetry --> checkRetrySuccess{checkRetrySuccess} checkRetrySuccess -->|Success| continueTask[Continue Task] checkRetrySuccess -->|Failure| incrementRetryCount[incrementRetryCount] incrementRetryCount --> checkRetryLimit{checkRetryLimit} checkRetryLimit -->|Under Limit| executeRetry checkRetryLimit -->|Limit Reached| escalateToUser[escalateToUser] escalateToUser --> documentFailure[documentFailure] documentFailure --> alertUser[alertUser] `
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Works With
Any AI assistant that accepts custom rules or system prompts