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Warning Rate limit exceeded@elie222 has exceeded the limit for the number of commits or files that can be reviewed per hour. Please wait 5 minutes and 8 seconds before requesting another review. ⌛ How to resolve this issue?After the wait time has elapsed, a review can be triggered using the We recommend that you space out your commits to avoid hitting the rate limit. 🚦 How do rate limits work?CodeRabbit enforces hourly rate limits for each developer per organization. Our paid plans have higher rate limits than the trial, open-source and free plans. In all cases, we re-allow further reviews after a brief timeout. Please see our FAQ for further information. 📒 Files selected for processing (2)
WalkthroughThis change propagates a new Changes
Sequence Diagram(s)sequenceDiagram
participant API_Handler as API Handler (Google/Outlook)
participant ColdEmailBlocker as runColdEmailBlockerWithProvider
participant RuleRunner as runRules
participant RuleMatcher as findMatchingRule
participant ActionGenerator as getActionItemsWithAiArgs
participant AI as chatCompletion / chatCompletionObject
API_Handler->>ColdEmailBlocker: runColdEmailBlockerWithProvider(..., modelType)
ColdEmailBlocker->>AI: aiIsColdEmail(..., modelType)
API_Handler->>RuleRunner: runRules(..., modelType)
RuleRunner->>RuleMatcher: findMatchingRule(..., modelType)
RuleMatcher->>AI: aiChooseRule(..., modelType)
RuleRunner->>ActionGenerator: getActionItemsWithAiArgs(..., modelType)
ActionGenerator->>AI: aiGenerateArgs(..., modelType)
Estimated code review effort🎯 3 (Moderate) | ⏱️ ~20 minutes Possibly related PRs
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✨ Finishing Touches
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📒 Files selected for processing (9)
apps/web/utils/actions/cold-email.ts(1 hunks)apps/web/utils/ai/choose-rule/ai-choose-args.ts(1 hunks)apps/web/utils/ai/choose-rule/ai-choose-rule.ts(4 hunks)apps/web/utils/ai/choose-rule/choose-args.ts(3 hunks)apps/web/utils/ai/choose-rule/match-rules.ts(3 hunks)apps/web/utils/ai/choose-rule/run-rules.ts(2 hunks)apps/web/utils/ai/choose-rule/types.ts(1 hunks)apps/web/utils/ai/reply/generate-nudge.ts(1 hunks)apps/web/utils/cold-email/is-cold-email.ts(6 hunks)
🧰 Additional context used
📓 Path-based instructions (12)
apps/web/**/*.{ts,tsx}
📄 CodeRabbit Inference Engine (apps/web/CLAUDE.md)
apps/web/**/*.{ts,tsx}: Use TypeScript with strict null checks
Path aliases: Use@/for imports from project root
Use proper error handling with try/catch blocks
Format code with Prettier
Leverage TypeScript inference for better DX
Files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/actions/cold-email.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
!{.cursor/rules/*.mdc}
📄 CodeRabbit Inference Engine (.cursor/rules/cursor-rules.mdc)
Never place rule files in the project root, in subdirectories outside .cursor/rules, or in any other location
Files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/actions/cold-email.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
**/*.ts
📄 CodeRabbit Inference Engine (.cursor/rules/form-handling.mdc)
**/*.ts: The same validation should be done in the server action too
Define validation schemas using Zod
Files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/actions/cold-email.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
apps/web/utils/{ai,llms}/**/*
📄 CodeRabbit Inference Engine (.cursor/rules/llm.mdc)
apps/web/utils/{ai,llms}/**/*: LLM-related code must be organized in the directories: apps/web/utils/ai/, apps/web/utils/llms/, and apps/web/tests/ for LLM-specific tests.
Keep related AI functions in the same file or directory.
Files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.ts
apps/web/utils/{ai,llms}/**/*.ts
📄 CodeRabbit Inference Engine (.cursor/rules/llm.mdc)
apps/web/utils/{ai,llms}/**/*.ts: Follow the standard structure for LLM-related functions: use a scoped logger, define a Zod schema for output, validate inputs early, separate system and user prompts, log inputs and outputs, call chatCompletionObject with proper configuration, and return validated results.
Keep system prompts and user prompts separate in LLM-related code.
System prompt should define the LLM's role and task specifications.
User prompt should contain the actual data and context.
Always define a Zod schema for response validation in LLM-related functions.
Make Zod schemas as specific as possible to guide the LLM output.
Use descriptive scoped loggers for each LLM feature.
Log inputs and outputs with appropriate log levels in LLM-related functions.
Include relevant context in log messages for LLM-related code.
Implement early returns for invalid inputs in LLM-related functions.
Use proper error types and logging in LLM-related code.
Implement fallbacks for AI failures in LLM-related functions.
Add retry logic for transient failures using withRetry in LLM-related code.
Use XML-like tags to structure data in LLM prompts.
Remove excessive whitespace and truncate long inputs in LLM prompts.
Format data consistently across similar LLM-related functions.
Use TypeScript types for all parameters and return values in LLM-related code.
Define clear interfaces for complex input/output structures in LLM-related code.
Extract common patterns into utility functions in LLM-related code.
Document complex AI logic with clear comments in LLM-related code.
Files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.ts
**/*.{ts,tsx}
📄 CodeRabbit Inference Engine (.cursor/rules/logging.mdc)
**/*.{ts,tsx}: UsecreateScopedLoggerfor logging in backend TypeScript files
Typically add the logger initialization at the top of the file when usingcreateScopedLogger
Only use.with()on a logger instance within a specific function, not for a global loggerImport Prisma in the project using
import prisma from "@/utils/prisma";
**/*.{ts,tsx}: Don't use TypeScript enums.
Don't use TypeScript const enum.
Don't use the TypeScript directive @ts-ignore.
Don't use primitive type aliases or misleading types.
Don't use empty type parameters in type aliases and interfaces.
Don't use any or unknown as type constraints.
Don't use implicit any type on variable declarations.
Don't let variables evolve into any type through reassignments.
Don't use non-null assertions with the ! postfix operator.
Don't misuse the non-null assertion operator (!) in TypeScript files.
Don't use user-defined types.
Use as const instead of literal types and type annotations.
Use export type for types.
Use import type for types.
Don't declare empty interfaces.
Don't merge interfaces and classes unsafely.
Don't use overload signatures that aren't next to each other.
Use the namespace keyword instead of the module keyword to declare TypeScript namespaces.
Don't use TypeScript namespaces.
Don't export imported variables.
Don't add type annotations to variables, parameters, and class properties that are initialized with literal expressions.
Don't use parameter properties in class constructors.
Use either T[] or Array consistently.
Initialize each enum member value explicitly.
Make sure all enum members are literal values.
Files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/actions/cold-email.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
apps/web/utils/**
📄 CodeRabbit Inference Engine (.cursor/rules/project-structure.mdc)
Create utility functions in
utils/folder for reusable logic
Files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/actions/cold-email.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
apps/web/utils/**/*.ts
📄 CodeRabbit Inference Engine (.cursor/rules/project-structure.mdc)
apps/web/utils/**/*.ts: Use lodash utilities for common operations (arrays, objects, strings)
Import specific lodash functions to minimize bundle size
Files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/actions/cold-email.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
**/*.{js,jsx,ts,tsx}
📄 CodeRabbit Inference Engine (.cursor/rules/ultracite.mdc)
**/*.{js,jsx,ts,tsx}: Don't useelements in Next.js projects.
Don't use elements in Next.js projects.
Don't use namespace imports.
Don't access namespace imports dynamically.
Don't use global eval().
Don't use console.
Don't use debugger.
Don't use var.
Don't use with statements in non-strict contexts.
Don't use the arguments object.
Don't use consecutive spaces in regular expression literals.
Don't use the comma operator.
Don't use unnecessary boolean casts.
Don't use unnecessary callbacks with flatMap.
Use for...of statements instead of Array.forEach.
Don't create classes that only have static members (like a static namespace).
Don't use this and super in static contexts.
Don't use unnecessary catch clauses.
Don't use unnecessary constructors.
Don't use unnecessary continue statements.
Don't export empty modules that don't change anything.
Don't use unnecessary escape sequences in regular expression literals.
Don't use unnecessary labels.
Don't use unnecessary nested block statements.
Don't rename imports, exports, and destructured assignments to the same name.
Don't use unnecessary string or template literal concatenation.
Don't use String.raw in template literals when there are no escape sequences.
Don't use useless case statements in switch statements.
Don't use ternary operators when simpler alternatives exist.
Don't use useless this aliasing.
Don't initialize variables to undefined.
Don't use the void operators (they're not familiar).
Use arrow functions instead of function expressions.
Use Date.now() to get milliseconds since the Unix Epoch.
Use .flatMap() instead of map().flat() when possible.
Use literal property access instead of computed property access.
Don't use parseInt() or Number.parseInt() when binary, octal, or hexadecimal literals work.
Use concise optional chaining instead of chained logical expressions.
Use regular expression literals instead of the RegExp constructor when possible.
Don't use number literal object member names th...
Files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/actions/cold-email.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
!pages/_document.{js,jsx,ts,tsx}
📄 CodeRabbit Inference Engine (.cursor/rules/ultracite.mdc)
!pages/_document.{js,jsx,ts,tsx}: Don't import next/document outside of pages/_document.jsx in Next.js projects.
Don't import next/document outside of pages/_document.jsx in Next.js projects.
Files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/actions/cold-email.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
apps/web/utils/actions/**/*.ts
📄 CodeRabbit Inference Engine (apps/web/CLAUDE.md)
apps/web/utils/actions/**/*.ts: Use server actions for all mutations (create/update/delete operations)
next-safe-actionprovides centralized error handling
Use Zod schemas for validation on both client and server
UserevalidatePathin server actions for cache invalidation
apps/web/utils/actions/**/*.ts: Use server actions (withnext-safe-action) for all mutations (create/update/delete operations); do NOT use POST API routes for mutations.
UserevalidatePathin server actions to invalidate cache after mutations.
Files:
apps/web/utils/actions/cold-email.ts
apps/web/utils/actions/*.ts
📄 CodeRabbit Inference Engine (.cursor/rules/server-actions.mdc)
apps/web/utils/actions/*.ts: Implement all server actions using thenext-safe-actionlibrary for type safety, input validation, context management, and error handling. Refer toapps/web/utils/actions/safe-action.tsfor client definitions (actionClient,actionClientUser,adminActionClient).
UseactionClientUserwhen only authenticated user context (userId) is needed.
UseactionClientwhen both authenticated user context and a specificemailAccountIdare needed. TheemailAccountIdmust be bound when calling the action from the client.
UseadminActionClientfor actions restricted to admin users.
Access necessary context (likeuserId,emailAccountId, etc.) provided by the safe action client via thectxobject in the.action()handler.
Server Actions are strictly for mutations (operations that change data, e.g., creating, updating, deleting). Do NOT use Server Actions for data fetching (GET operations). For data fetching, use dedicated GET API Routes combined with SWR Hooks.
UseSafeErrorfor expected/handled errors within actions if needed.next-safe-actionprovides centralized error handling.
Use the.metadata({ name: "actionName" })method to provide a meaningful name for monitoring. Sentry instrumentation is automatically applied viawithServerActionInstrumentationwithin the safe action clients.
If an action modifies data displayed elsewhere, userevalidatePathorrevalidateTagfromnext/cachewithin the action handler as needed.Server action files must start with
use server
Files:
apps/web/utils/actions/cold-email.ts
🧠 Learnings (36)
📓 Common learnings
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Use TypeScript types for all parameters and return values in LLM-related code.
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Implement fallbacks for AI failures in LLM-related functions.
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm-test.mdc:0-0
Timestamp: 2025-07-18T15:06:10.570Z
Learning: Applies to apps/web/__tests__/**/*.test.ts : Test both AI and non-AI paths in LLM-related tests
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Use proper error types and logging in LLM-related code.
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : document complex ai logic with clear comments in llm-r...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Document complex AI logic with clear comments in LLM-related code.
Applied to files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : use typescript types for all parameters and return val...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Use TypeScript types for all parameters and return values in LLM-related code.
Applied to files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : implement fallbacks for ai failures in llm-related fun...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Implement fallbacks for AI failures in LLM-related functions.
Applied to files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : follow the standard structure for llm-related function...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Follow the standard structure for LLM-related functions: use a scoped logger, define a Zod schema for output, validate inputs early, separate system and user prompts, log inputs and outputs, call chatCompletionObject with proper configuration, and return validated results.
Applied to files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : user prompt should contain the actual data and context...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : User prompt should contain the actual data and context.
Applied to files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : system prompt should define the llm's role and task sp...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : System prompt should define the LLM's role and task specifications.
Applied to files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : keep system prompts and user prompts separate in llm-r...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Keep system prompts and user prompts separate in LLM-related code.
Applied to files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/ai/choose-rule/ai-choose-rule.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : make zod schemas as specific as possible to guide the ...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Make Zod schemas as specific as possible to guide the LLM output.
Applied to files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : include relevant context in log messages for llm-relat...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Include relevant context in log messages for LLM-related code.
Applied to files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : format data consistently across similar llm-related fu...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Format data consistently across similar LLM-related functions.
Applied to files:
apps/web/utils/ai/reply/generate-nudge.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
📚 Learning: applies to apps/web/__tests__/**/*.test.ts : test both ai and non-ai paths in llm-related tests...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm-test.mdc:0-0
Timestamp: 2025-07-18T15:06:10.570Z
Learning: Applies to apps/web/__tests__/**/*.test.ts : Test both AI and non-AI paths in LLM-related tests
Applied to files:
apps/web/utils/actions/cold-email.tsapps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
📚 Learning: applies to apps/web/__tests__/**/*.test.ts : use descriptive console.debug statements for generated ...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm-test.mdc:0-0
Timestamp: 2025-07-18T15:06:10.570Z
Learning: Applies to apps/web/__tests__/**/*.test.ts : Use descriptive console.debug statements for generated content in LLM-related tests
Applied to files:
apps/web/utils/actions/cold-email.ts
📚 Learning: applies to apps/web/utils/actions/*.ts : use `actionclient` when both authenticated user context and...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/server-actions.mdc:0-0
Timestamp: 2025-07-18T17:27:58.249Z
Learning: Applies to apps/web/utils/actions/*.ts : Use `actionClient` when both authenticated user context and a specific `emailAccountId` are needed. The `emailAccountId` must be bound when calling the action from the client.
Applied to files:
apps/web/utils/actions/cold-email.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/cold-email/is-cold-email.ts
📚 Learning: applies to apps/web/__tests__/**/*.test.ts : always create helper functions for common test data in ...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm-test.mdc:0-0
Timestamp: 2025-07-18T15:06:10.570Z
Learning: Applies to apps/web/__tests__/**/*.test.ts : Always create helper functions for common test data in LLM-related tests
Applied to files:
apps/web/utils/actions/cold-email.tsapps/web/utils/cold-email/is-cold-email.ts
📚 Learning: applies to apps/web/__tests__/**/*.test.ts : include standard test cases: happy path, error handling...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm-test.mdc:0-0
Timestamp: 2025-07-18T15:06:10.570Z
Learning: Applies to apps/web/__tests__/**/*.test.ts : Include standard test cases: happy path, error handling, edge cases (empty input, null values), different user configurations, and various input formats in LLM-related tests
Applied to files:
apps/web/utils/actions/cold-email.tsapps/web/utils/cold-email/is-cold-email.ts
📚 Learning: applies to apps/web/__tests__/**/*.test.ts : do not mock the llm call in llm-related tests; call the...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm-test.mdc:0-0
Timestamp: 2025-07-18T15:06:10.570Z
Learning: Applies to apps/web/__tests__/**/*.test.ts : Do not mock the LLM call in LLM-related tests; call the actual LLM
Applied to files:
apps/web/utils/actions/cold-email.ts
📚 Learning: applies to **/*.{test,spec}.{js,jsx,ts,tsx} : don't use export or module.exports in test files....
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/ultracite.mdc:0-0
Timestamp: 2025-07-20T09:03:06.318Z
Learning: Applies to **/*.{test,spec}.{js,jsx,ts,tsx} : Don't use export or module.exports in test files.
Applied to files:
apps/web/utils/actions/cold-email.ts
📚 Learning: applies to apps/web/utils/actions/**/*.ts : use server actions for all mutations (create/update/dele...
Learnt from: CR
PR: elie222/inbox-zero#0
File: apps/web/CLAUDE.md:0-0
Timestamp: 2025-07-18T15:04:30.467Z
Learning: Applies to apps/web/utils/actions/**/*.ts : Use server actions for all mutations (create/update/delete operations)
Applied to files:
apps/web/utils/actions/cold-email.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : use proper error types and logging in llm-related code...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Use proper error types and logging in LLM-related code.
Applied to files:
apps/web/utils/ai/choose-rule/ai-choose-args.tsapps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/run-rules.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.tsapps/web/utils/cold-email/is-cold-email.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : always define a zod schema for response validation in ...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Always define a Zod schema for response validation in LLM-related functions.
Applied to files:
apps/web/utils/ai/choose-rule/types.tsapps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.ts
📚 Learning: applies to apps/web/app/api/**/route.ts : export response types from get api routes for type-safe cl...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/fullstack-workflow.mdc:0-0
Timestamp: 2025-07-18T15:05:16.146Z
Learning: Applies to apps/web/app/api/**/route.ts : Export response types from GET API routes for type-safe client usage.
Applied to files:
apps/web/utils/ai/choose-rule/types.ts
📚 Learning: applies to apps/web/utils/actions/**/*.ts : use zod schemas for validation on both client and server...
Learnt from: CR
PR: elie222/inbox-zero#0
File: apps/web/CLAUDE.md:0-0
Timestamp: 2025-07-18T15:04:30.467Z
Learning: Applies to apps/web/utils/actions/**/*.ts : Use Zod schemas for validation on both client and server
Applied to files:
apps/web/utils/ai/choose-rule/choose-args.ts
📚 Learning: applies to apps/web/utils/actions/*.validation.ts : define zod schemas for validation in dedicated f...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/fullstack-workflow.mdc:0-0
Timestamp: 2025-07-18T15:05:16.146Z
Learning: Applies to apps/web/utils/actions/*.validation.ts : Define Zod schemas for validation in dedicated files and use them for both client and server validation.
Applied to files:
apps/web/utils/ai/choose-rule/choose-args.ts
📚 Learning: applies to apps/web/utils/actions/*.validation.ts : define input validation schemas using zod in the...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/server-actions.mdc:0-0
Timestamp: 2025-07-18T17:27:58.249Z
Learning: Applies to apps/web/utils/actions/*.validation.ts : Define input validation schemas using Zod in the corresponding `.validation.ts` file. These schemas are used by `next-safe-action` (`.schema()`) and can also be reused on the client for form validation.
Applied to files:
apps/web/utils/ai/choose-rule/choose-args.ts
📚 Learning: the `utils` folder also contains core app logic such as next.js server actions and gmail api request...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/utilities.mdc:0-0
Timestamp: 2025-07-19T17:50:28.270Z
Learning: The `utils` folder also contains core app logic such as Next.js Server Actions and Gmail API requests.
Applied to files:
apps/web/utils/ai/choose-rule/choose-args.ts
📚 Learning: applies to apps/web/utils/llms/model.ts : model definitions and configurations must be placed in uti...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/llms/model.ts : Model definitions and configurations must be placed in utils/llms/model.ts.
Applied to files:
apps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/ai/choose-rule/match-rules.ts
📚 Learning: applies to apps/web/app/api/**/*.{ts,js} : request bodies in api routes should use zod schemas for v...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/security-audit.mdc:0-0
Timestamp: 2025-07-20T09:00:41.968Z
Learning: Applies to apps/web/app/api/**/*.{ts,js} : Request bodies in API routes should use Zod schemas for validation.
Applied to files:
apps/web/utils/ai/choose-rule/choose-args.ts
📚 Learning: applies to apps/web/utils/actions/*.ts : access necessary context (like `userid`, `emailaccountid`, ...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/server-actions.mdc:0-0
Timestamp: 2025-07-18T17:27:58.249Z
Learning: Applies to apps/web/utils/actions/*.ts : Access necessary context (like `userId`, `emailAccountId`, etc.) provided by the safe action client via the `ctx` object in the `.action()` handler.
Applied to files:
apps/web/utils/ai/choose-rule/choose-args.ts
📚 Learning: applies to apps/web/app/api/**/route.ts : use `withemailaccount` for email-account-level operations...
Learnt from: CR
PR: elie222/inbox-zero#0
File: apps/web/CLAUDE.md:0-0
Timestamp: 2025-07-18T15:04:30.467Z
Learning: Applies to apps/web/app/api/**/route.ts : Use `withEmailAccount` for email-account-level operations
Applied to files:
apps/web/utils/ai/choose-rule/choose-args.tsapps/web/utils/cold-email/is-cold-email.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : use xml-like tags to structure data in llm prompts....
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Use XML-like tags to structure data in LLM prompts.
Applied to files:
apps/web/utils/ai/choose-rule/ai-choose-rule.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : extract common patterns into utility functions in llm-...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Extract common patterns into utility functions in LLM-related code.
Applied to files:
apps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : define clear interfaces for complex input/output struc...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Define clear interfaces for complex input/output structures in LLM-related code.
Applied to files:
apps/web/utils/ai/choose-rule/ai-choose-rule.tsapps/web/utils/ai/choose-rule/match-rules.ts
📚 Learning: applies to apps/web/utils/{ai,llms}/**/*.ts : implement early returns for invalid inputs in llm-rela...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm.mdc:0-0
Timestamp: 2025-07-18T15:06:40.272Z
Learning: Applies to apps/web/utils/{ai,llms}/**/*.ts : Implement early returns for invalid inputs in LLM-related functions.
Applied to files:
apps/web/utils/ai/choose-rule/match-rules.ts
📚 Learning: applies to apps/web/utils/gmail/**/*.ts : keep provider-specific implementation details isolated in ...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/gmail-api.mdc:0-0
Timestamp: 2025-07-18T15:05:34.899Z
Learning: Applies to apps/web/utils/gmail/**/*.ts : Keep provider-specific implementation details isolated in the appropriate utils subfolder (e.g., 'apps/web/utils/gmail/')
Applied to files:
apps/web/utils/cold-email/is-cold-email.ts
📚 Learning: run ai tests with: pnpm test-ai your-feature...
Learnt from: CR
PR: elie222/inbox-zero#0
File: .cursor/rules/llm-test.mdc:0-0
Timestamp: 2025-07-18T15:06:10.570Z
Learning: Run AI tests with: pnpm test-ai your-feature
Applied to files:
apps/web/utils/cold-email/is-cold-email.ts
🪛 GitHub Check: test
apps/web/utils/ai/choose-rule/ai-choose-rule.ts
[failure] 7-7: utils/middleware.test.ts
Error: Cannot find package '@/utils/ai/choose-rule/stringify-email' imported from '/home/runner/work/inbox-zero/inbox-zero/apps/web/utils/ai/choose-rule/ai-choose-rule.ts'
❯ utils/ai/choose-rule/ai-choose-rule.ts:7:1
⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯
Serialized Error: { code: 'ERR_MODULE_NOT_FOUND' }
Caused by: Error: Failed to load url @/utils/ai/choose-rule/stringify-email (resolved id: @/utils/ai/choose-rule/stringify-email) in /home/runner/work/inbox-zero/inbox-zero/apps/web/utils/ai/choose-rule/ai-choose-rule.ts. Does the file exist?
❯ loadAndTransform ../../node_modules/.pnpm/vite@6.3.5_@types+node@22.15.29_jiti@2.4.2/node_modules/vite/dist/node/chunks/dep-DBxKXgDP.js:35725:17
[failure] 7-7: tests/ai-choose-rule.test.ts
Error: Cannot find package '@/utils/ai/choose-rule/stringify-email' imported from '/home/runner/work/inbox-zero/inbox-zero/apps/web/utils/ai/choose-rule/ai-choose-rule.ts'
❯ utils/ai/choose-rule/ai-choose-rule.ts:7:1
⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯
Serialized Error: { code: 'ERR_MODULE_NOT_FOUND' }
Caused by: Caused by: Error: Failed to load url @/utils/ai/choose-rule/stringify-email (resolved id: @/utils/ai/choose-rule/stringify-email) in /home/runner/work/inbox-zero/inbox-zero/apps/web/utils/ai/choose-rule/ai-choose-rule.ts. Does the file exist?
❯ loadAndTransform ../../node_modules/.pnpm/vite@6.3.5_@types+node@22.15.29_jiti@2.4.2/node_modules/vite/dist/node/chunks/dep-DBxKXgDP.js:35725:17
🪛 GitHub Actions: Run Tests
apps/web/utils/ai/choose-rule/ai-choose-rule.ts
[error] 7-7: Cannot find package '@/utils/ai/choose-rule/stringify-email' imported from this file. The file does not exist or path is incorrect.
⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (1)
- GitHub Check: Analyze (javascript-typescript)
🔇 Additional comments (15)
apps/web/utils/actions/cold-email.ts (1)
156-156: LGTM! Clean test flag addition.The explicit
isTest: trueparameter clearly marks this as a test scenario and enables appropriate AI model selection downstream.apps/web/utils/ai/reply/generate-nudge.ts (1)
44-44: LGTM! Appropriate model selection for user-facing AI generation.Using
"chat"model type for nudge generation aligns with the PR objective of using faster models for user-initiated actions, since nudges are user-facing content that benefits from quick response times.apps/web/utils/ai/choose-rule/types.ts (1)
44-48: LGTM! Well-structured response type.The new
MatchRuleResponsetype is properly defined with appropriate optional properties for different matching scenarios. The separation fromMatchingRuleResultprovides clear type distinctions for different use cases.apps/web/utils/ai/choose-rule/run-rules.ts (2)
49-57: LGTM! Proper model type selection based on execution context.The conditional model selection logic correctly implements the PR objective: using "chat" model for user-initiated test runs (faster response) and "default" model for background processing. The clear comments enhance maintainability.
99-108: LGTM! Consistent model type propagation.The model type selection and propagation to
getActionItemsWithAiArgsmaintains consistency with the earlier rule matching logic. This ensures the same model type is used throughout the rule execution pipeline.apps/web/utils/ai/choose-rule/choose-args.ts (2)
4-4: LGTM! Proper type import addition.The ModelType import follows TypeScript best practices using
import typefor type-only imports.
30-42: LGTM! Clean implementation of modelType parameter.The function signature correctly adds the optional
modelTypeparameter and properly propagates it to theaiGenerateArgscall. The implementation maintains backward compatibility while enabling AI model selection flexibility.Also applies to: 74-74
apps/web/utils/ai/choose-rule/ai-choose-rule.ts (1)
1-11: Good improvements pending import fix.The changes show good improvements:
- Proper import organization with type imports first
- Consistent ModelType parameter pattern
- Enhanced schema with descriptive annotations
- Better usage labeling
However, these cannot be fully validated until the broken import is resolved.
Also applies to: 21-21, 25-25, 88-104
apps/web/utils/cold-email/is-cold-email.ts (3)
21-31: LGTM! Clean parameter addition for model selection.Both functions properly add the optional
isTestparameter with appropriate defaults and typing. The implementation maintains backward compatibility while enabling different AI model selection for test scenarios.Also applies to: 88-98
174-178: LGTM! Proper implementation of conditional model selection.The
aiIsColdEmailfunction correctly uses theisTestparameter to conditionally select between "chat" and "default" model types. This implementation supports the PR objective of using faster models for user-initiated actions.Also applies to: 216-216
73-73: LGTM! Consistent parameter propagation.Both function calls correctly propagate the
isTestparameter to theaiIsColdEmailfunction, maintaining consistency in the call chain.Also applies to: 140-140
apps/web/utils/ai/choose-rule/match-rules.ts (4)
21-21: LGTM! Proper import additions.The ModelType and MatchRuleResponse type imports are correctly structured and support the enhanced functionality.
Also applies to: 26-26
203-228: LGTM! Well-structured function refactoring.The function improvements are excellent:
- Clear ModelType parameter addition following established patterns
- Helpful trace logging for debugging rule matching
- Efficient early return for thread replies
- Proper return type with MatchRuleResponse
The refactoring simplifies the code structure while maintaining all functionality.
240-256: LGTM! Clean AI integration with proper parameter propagation.The AI rule selection logic is well-implemented:
- Correctly passes the
modelTypeparameter toaiChooseRule- Clear response handling and structured return
- Proper integration with the overall matching flow
The refactoring eliminates the nested function while maintaining clear logic flow.
237-237: LGTM! Comprehensive return logic handling.The return logic properly handles all matching scenarios with appropriate reasons and structured responses. The fallback case ensures a consistent return type in all paths.
Also applies to: 257-257
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Claude finished @elie222's task —— View job Code Review: Switch to fast model for user actionsReview Tasks
SummaryThis PR adds a 🐛 Critical Issues1. Import Path Error (Already Fixed)Fixed: The import path 2. Undefined Variable in ai-choose-args.ts (Critical)Line 85: // Missing modelType parameter in function signature
export async function aiGenerateArgs({
// ... other params
modelType, // ← This is referenced but not in the parameter type
}: {
// ...
modelType: ModelType; // ← Missing from type definition
})Impact: Runtime error when this function is called 3. Logic Error in Cold Email Model SelectionFile: modelType: modelType ? "chat" : "default",Issue: This logic is inverted. When 🔍 Code Quality Issues1. Inconsistent Parameter Handling
2. Missing Type SafetySeveral functions have optional // Better to have explicit defaults
modelType: ModelType = "default"3. Unclear Model Selection LogicThe logic for when to use "chat" vs "default" could be more explicit: // In run-rules.ts:49-57 - Good example of clear logic
const modelType: ModelType = isTest ? "chat" : "default";🚀 Performance ConsiderationsPositive Impacts✅ Faster user responses: Using "chat" model for user-initiated actions will improve UX Potential Issues
🔒 Security Assessment✅ No security concerns identified:
📊 Architecture AssessmentStrengths✅ Consistent propagation: ModelType parameter flows properly through the call stack Areas for Improvement🔄 Consider configuration: Model selection could be more configurable 🎯 RecommendationsHigh Priority (Must Fix)
Medium Priority
Low Priority
📝 Specific Code Suggestionsai-choose-args.tsexport async function aiGenerateArgs({
email,
emailAccount,
selectedRule,
parameters,
modelType = "default", // Add explicit default
}: {
email: EmailForLLM;
emailAccount: EmailAccountWithAI;
selectedRule: RuleWithActions;
parameters: /* ... */;
modelType?: ModelType; // Make optional with default
})is-cold-email.ts// Fix the logic error
modelType: modelType || "default"🏁 ConclusionThe PR implements a solid architecture for model type selection with clear benefits for user experience. However, there are critical bugs that must be fixed before merging:
Once these issues are resolved, this will be a valuable improvement that appropriately balances speed vs accuracy based on the context of AI usage. Overall Assessment: |
|
Claude finished @elie222's task —— View job Claude Code Review: Switch to fast model for user actions Review Tasks
SummaryThis PR adds a 🐛 Critical Issues1. Import Path Error (Already Fixed)Fixed: The import path 2. Undefined Variable in ai-choose-args.ts (Critical)Line 85: // Missing modelType parameter in function signature
export async function aiGenerateArgs({
// ... other params
modelType, // ← This is referenced but not in the parameter type
}: {
// ...
modelType: ModelType; // ← Missing from type definition
})Impact: Runtime error when this function is called 3. Logic Error in Cold Email Model SelectionFile: modelType: modelType ? "chat" : "default",Issue: This logic is inverted. When 🔍 Code Quality Issues1. Inconsistent Parameter Handling
2. Missing Type SafetySeveral functions have optional // Better to have explicit defaults
modelType: ModelType = "default"3. Unclear Model Selection LogicThe logic for when to use "chat" vs "default" could be more explicit: // In run-rules.ts:49-57 - Good example of clear logic
const modelType: ModelType = isTest ? "chat" : "default";🚀 Performance ConsiderationsPositive Impacts✅ Faster user responses: Using "chat" model for user-initiated actions will improve UX Potential Issues
🔒 Security Assessment✅ No security concerns identified:
📊 Architecture AssessmentStrengths✅ Consistent propagation: ModelType parameter flows properly through the call stack Areas for Improvement🔄 Consider configuration: Model selection could be more configurable 🎯 RecommendationsHigh Priority (Must Fix)
Medium Priority
Low Priority
📝 Specific Code Suggestionsai-choose-args.tsexport async function aiGenerateArgs({
email,
emailAccount,
selectedRule,
parameters,
modelType = "default", // Add explicit default
}: {
email: EmailForLLM;
emailAccount: EmailAccountWithAI;
selectedRule: RuleWithActions;
parameters: /* ... */;
modelType?: ModelType; // Make optional with default
})is-cold-email.ts// Fix the logic error
modelType: modelType || "default"🏁 ConclusionThe PR implements a solid architecture for model type selection with clear benefits for user experience. However, there are critical bugs that must be fixed before merging:
Once these issues are resolved, this will be a valuable improvement that appropriately balances speed vs accuracy based on the context of AI usage. Overall Assessment: |
|
Claude finished @elie222's task —— View job Claude Code Review: Switch to fast model for user actions Review Tasks
SummaryThis PR adds a 🐛 Critical Issues1. Import Path Error (Already Fixed)Fixed: The import path 2. Undefined Variable in ai-choose-args.ts (Critical)Line 85: // Missing modelType parameter in function signature
export async function aiGenerateArgs({
// ... other params
modelType, // ← This is referenced but not in the parameter type
}: {
// ...
modelType: ModelType; // ← Missing from type definition
})Impact: Runtime error when this function is called 3. Logic Error in Cold Email Model SelectionFile: modelType: modelType ? "chat" : "default",Issue: This logic is inverted. When 🔍 Code Quality Issues1. Inconsistent Parameter Handling
2. Missing Type SafetySeveral functions have optional // Better to have explicit defaults
modelType: ModelType = "default"3. Unclear Model Selection LogicThe logic for when to use "chat" vs "default" could be more explicit: // In run-rules.ts:49-57 - Good example of clear logic
const modelType: ModelType = isTest ? "chat" : "default";🚀 Performance ConsiderationsPositive Impacts✅ Faster user responses: Using "chat" model for user-initiated actions will improve UX Potential Issues
🔒 Security Assessment✅ No security concerns identified:
📊 Architecture AssessmentStrengths✅ Consistent propagation: ModelType parameter flows properly through the call stack Areas for Improvement🔄 Consider configuration: Model selection could be more configurable 🎯 RecommendationsHigh Priority (Must Fix)
Medium Priority
Low Priority
📝 Specific Code Suggestionsai-choose-args.tsexport async function aiGenerateArgs({
email,
emailAccount,
selectedRule,
parameters,
modelType = "default", // Add explicit default
}: {
email: EmailForLLM;
emailAccount: EmailAccountWithAI;
selectedRule: RuleWithActions;
parameters: /* ... */;
modelType?: ModelType; // Make optional with default
})is-cold-email.ts// Fix the logic error
modelType: modelType || "default"🏁 ConclusionThe PR implements a solid architecture for model type selection with clear benefits for user experience. However, there are critical bugs that must be fixed before merging:
Once these issues are resolved, this will be a valuable improvement that appropriately balances speed vs accuracy based on the context of AI usage. Overall Assessment: |
2 participants
Use the faster 'chat' AI model for user-initiated frontend actions to improve UX, and retain the 'default' model for background operations.
Summary by CodeRabbit
New Features
Bug Fixes
Tests