/ / AI prompts for developers
Prompts that ask the right follow-ups before they write a single line.
Senior Code Review Prompt
Reviews a diff as a senior engineer would — correctness, error paths, concurrency, security, and reviewer-friendliness, with priority labels.
Bug Post-Mortem Writer
Turns rough incident notes into a structured blameless post-mortem with timeline, root cause, contributing factors, and action items.
API Documentation Generator
Generates clean, developer-friendly API reference docs with examples, errors, and rate limits from a code sample or schema.
SQL Query Explainer
Breaks down a complex SQL query line by line, explains the plan, and suggests indexes or rewrites for performance.
Architecture Decision Record (ADR) Writer
Generates a structured Architecture Decision Record from a brief description, including context, options, decision, and consequences.
Legacy Code Refactor Plan
Generates a phased, low-risk refactor plan for a piece of legacy code with feature flags, characterization tests, and rollback paths.
PR Description Generator from a Diff
Turns a raw diff into a reviewer-friendly PR description with intent, scope, test plan, and explicit review-attention notes.
Incident Slack Message Template
Generates a tight, status-page-quality incident Slack message with severity, customer impact, current state, and next update commitment.
Tech Debt Prioritization Audit
Takes a raw tech debt list and produces a ranked, scored prioritization with business-impact rationale, effort estimates, and a quarterly plan.
Other roles
Growth, content, and brand marketers
Indie hackers, solopreneurs, early-stage CEOs
AEs, SDRs, BDRs, and revenue ops
Shopify, Amazon, and DTC operators
YouTubers, podcasters, newsletter writers, TikTok
Talent acquisition, sourcers, hiring managers
Agents, brokers, and property managers