Find agent skills by outcome

- Microservices: gRPC for inter-service communication

message queues for decoupling

- Design cache-aside

write-through

- Query optimization: rewrite queries using execution plan analysis

eliminate unnecessary subqueries and joins

- Lock contention

race conditions

- Check concurrency patterns for lock contention

serialized async work

- Evaluate I/O operations for blocking calls

excessive reads/writes

- Assess scalability under load including concurrency patterns

contention points

- Data access patterns

read/write ratios

- Map each data entity to its invalidation strategy (write-through

write-behind

- Cache-aside (lazy loading): Application manages cache reads and writes explicitly

simple but risk of stale reads

- Write-behind (write-back): Asynchronous batch writes to backing store

lower write latency

- Write-through: Synchronous cache update on every write

strong consistency

- Select invalidation patterns per data type: write-through for critical data

write-behind for write-heavy workloads

- Implement cache invalidation patterns including write-through

write-behind

- Component/File: Page component or static file to create (e.g.

app/content-policy/page.tsx)

- Links From: Footer

content submission forms

- Content: Complete Refund Policy with eligibility

process

- Scope: Allowed/prohibited content types

moderation workflow

- Dependencies: Content Policy for detailed content rules

ToS for termination clauses

- Regulations: DSA (Digital Services Act)

local speech/content laws

Communication

- Key Clauses: Harassment

hate speech

- Provide examples for abstract concepts (e.g.

prohibited content includes...)

Communication

- Definitions of prohibited conduct (harassment

hate speech

- Draft a Content Policy document specifying allowed/prohibited content

moderation workflow