/DebugApi
Diagnose the failure and propose a minimal fix for an API endpoint — e.g. a `POST /api/orders` Express handler with Stripe integration.
Coding & Developmenteasy#api#backend
180 commands for “code debug”
/DebugTask
Diagnose why the model is failing at a task — e.g. extracting invoice totals from scanned PDFs.
General AImedium#task#troubleshooting
/CodeReview
Get a senior-level review covering bugs, edge cases and readability.
Coding & Developmentmedium#review#quality
/DebugQuery
Diagnose the failure and propose a minimal fix for a database query — e.g. a 30-line PostgreSQL query joining orders.
Coding & Developmentmedium#sql#query
/DebugAgent
Diagnose why the model is failing at an agent — e.g. a customer-support agent that looks up order status via API.
General AIadvanced#agent#troubleshooting
/DebugScript
Diagnose the failure and propose a minimal fix for a script — e.g. a Python script that renames 10.
Coding & Developmentadvanced#script#automation
/DebugConfig
Diagnose the failure and propose a minimal fix for a config file — e.g. a `docker-compose.yml` running Postgres.
Coding & Developmenteasy#config#devops
/DebugSummary
Diagnose why the model is failing at a summarization job — e.g. daily summarization of a 200-message Slack channel.
General AImedium#summarization#troubleshooting
/DebugChatbot
Diagnose why the model is failing at a chatbot — e.g. a website FAQ chatbot for a SaaS billing product.
General AIeasy#chatbot#troubleshooting
/DebugFunction
Diagnose the failure and propose a minimal fix for a function — e.g. a 40-line `parseInvoice(buffer)` helper in TypeScript.
Coding & Developmentmedium#function#debugging
/DebugCreative
Diagnose why the model is failing at a creative brief — e.g. a brief for a whimsical mascot illustration for a coffee.
General AIeasy#creative#troubleshooting
/DebugSlowQuery
Find and fix the bug in a slow-running production query — e.g. a report query that now takes 40 seconds instead of.
Databases & SQLeasy#performance#slow-query
/DebugRagPrompt
Diagnose why the model is misbehaving on a retrieval-augmented generation prompt — e.g. a support-doc QA prompt that must cite the source paragraph.
AI Agents & Promptingadvanced#rag#retrieval
/DebugComponent
Diagnose the failure and propose a minimal fix for a UI component — e.g. a React `<PricingTable />` component with three tier props.
Coding & Developmentadvanced#frontend#component
/DebugJoinQuery
Find and fix the bug in a multi-table join query — e.g. joining orders, customers and products for a sales report.
Databases & SQLmedium#join#sql
/DebugFewShotSet
Diagnose why the model is misbehaving on a set of few-shot examples — e.g. five input-output pairs for a tone-of-voice rewriting task.
AI Agents & Promptingadvanced#few-shot#examples
/DebugEvalRubric
Diagnose why the model is misbehaving on an evaluation rubric prompt for grading outputs — e.g. a rubric scoring email drafts on tone.
AI Agents & Promptingmedium#eval#rubric
/DebugPivotQuery
Find and fix the bug in a pivot/unpivot query — e.g. turning monthly rows into columns for a dashboard.
Databases & SQLmedium#pivot#reshape
/DebugExtraction
Diagnose why the model is failing at an extraction job — e.g. pulling names and dates from handwritten meeting notes.
General AIadvanced#extraction#troubleshooting
/DebugRecursiveCte
Find and fix the bug in a recursive common table expression — e.g. traversing an employee-manager hierarchy.
Databases & SQLadvanced#cte#recursive
/DebugArrayFormula
Find and fix the error in an array or dynamic-array formula — e.g. summing sales for every unique product in one formula.
Spreadsheetseasy#array-formula#dynamic-array
/DebugSystemPrompt
Diagnose why the model is misbehaving on an assistant's system prompt — e.g. a customer-support bot that must stay on-topic and never quote.
AI Agents & Promptingmedium#system-prompt#persona
/DebugSubqueryChain
Find and fix the bug in a nested subquery — e.g. finding customers whose spend is above their region's average.
Databases & SQLmedium#subquery#nested
/DebugPersonaPrompt
Diagnose why the model is misbehaving on a persona or character prompt — e.g. a skeptical senior engineer who reviews pull requests.
AI Agents & Promptingadvanced#persona#roleplay
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