GPT prompts
Prompts written for GPT by OpenAI — badges mark the exact versions they were tested on.
Customer Support Agent — Production System Prompt
A battle-tested system prompt template for a customer support agent: scope limits, tone, escalation rules, refund policy handling, and prompt-injection defenses.
Text Adventure Game Master
A complete text-adventure engine: persistent inventory and world state, meaningful choices with real consequences, and a GM that never railroads.
Root-Cause Debugging Partner
A systematic debugging companion that forms ranked hypotheses, proposes the cheapest discriminating test for each, and never guesses twice in a row.
Resume Bullet Rewriter (Impact + Metrics)
Rewrites flat resume bullets into accomplishment statements with scope, action, and measurable outcome — and interviews you for missing numbers instead of inventing them.
Cursor Rules — TypeScript + React Codebase
A .cursorrules file for TypeScript/React teams: strict typing, React Query for server state, accessibility non-negotiables, and test conventions.
Senior Engineer Code Review
A staff-level code review that separates blocking issues from nitpicks, explains the why behind every finding, and suggests concrete fixes.
Mock System Design Interviewer
A realistic system design interview: one prompt, staged follow-ups, deliberate requirement changes mid-design, and a rubric-based debrief at the end.
Tailor Resume to a Job Description
Matches your resume against a specific job description: gap analysis, reordering, rewording in the JD's own language — without fabricating a single qualification.
Ruthless Line Editor
Cuts your draft by 25–35% without losing meaning or voice, then shows you a before/after diff of the ten most instructive edits.
Structured JSON Extraction System Prompt
System prompt for reliable JSON extraction pipelines: strict schema adherence, explicit null semantics, and no chatty preambles ever.
Language Conversation Partner with Gentle Corrections
A patient conversation partner that keeps the dialogue flowing at your level, corrects only what matters, and recycles your mistakes into later practice.
Tool-Calling Discipline Prompt
Teaches an agent when to call tools versus answer directly, how to recover from tool errors, and how to avoid redundant or hallucinated calls.
Security-Focused Code Review (OWASP Top 10)
Audits code specifically against the OWASP Top 10 with severity ratings, proof-of-concept attack scenarios, and hardened replacement code.
SEO Content Brief Generator
Builds a complete SEO content brief from a target keyword: search intent analysis, heading structure, entities to cover, and questions to answer.
Rubber Duck Interrogator
Instead of guessing at your bug, this prompt makes the model ask you the five questions most likely to make you realize the answer yourself.
Slow Query Optimizer
Diagnoses a slow SQL query from its EXPLAIN plan: identifies the actual bottleneck, proposes fixes in order of effort, and predicts the improvement of each.
Decision Memo with Options & Tradeoffs
Structures a hard decision into a memo with steelmanned options, a weighted-criteria comparison, a recommendation, and the conditions that would change it.
Technical Blog Post from an Outline
Turns a rough outline into a technical blog post that respects the reader: concrete examples first, honest tradeoffs, and zero filler intros.
ATS Keyword Gap Analyzer (Resume vs. Job Description)
Compares your resume against a job description the way screening software and recruiters do: matched terms, missing must-haves, and honest rewrites — no keyword stuffing.
Exploratory Data Analysis Plan
Builds a rigorous EDA plan for a new dataset: data quality gauntlet first, then targeted hypotheses, with the exact plots and the traps each one hides.