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PromptGist · Africoders

AI prompt library

Discover and share prompts for building with AI — a focused library inside Africa's Builder Network.

Code gpt-4

Code Review Assistant

Thorough code reviews with security and performance notes.

413 2275 uses Free
Code gpt-4o

API Documentation Generator

Turn endpoint specs into developer-friendly docs.

21 357 uses Free
Code claude-3

SQL Query Optimizer

Analyze slow queries and suggest indexes.

383 2044 uses Free
Code claude-3.5

Unit Test Generator

Generate PHPUnit/Jest tests from function signatures.

356 1441 uses Free
Code gemini-pro

Refactoring Coach

Suggest clean refactors with before/after examples.

52 1543 uses Free
Marketing gpt-4

LinkedIn Post for Developers

Craft engaging posts about technical wins.

76 1372 uses Free
Marketing gpt-4o

Twitter Thread Planner

Structure educational threads for dev audiences.

348 1651 uses Free
Marketing claude-3

Newsletter Intro Writer

Hook readers in the first paragraph.

89 2075 uses Free
Writing claude-3.5

Technical Blog Outline

Structure posts for clarity and engagement.

21 1297 uses Free
Writing gemini-pro

README Generator

Project README with install, usage, and contributing.

286 337 uses Free
Writing gpt-4

Changelog Writer

Turn git commits into user-facing release notes.

247 1526 uses Free
Business gpt-4o

Startup Pitch Narrative

Compelling copy for each pitch deck slide.

190 165 uses Free
Business claude-3

OKR Drafting Assistant

Quarterly OKRs for engineering teams.

39 2616 uses Free
Productivity claude-3.5

Meeting Notes Summarizer

Action items and decisions from raw notes.

211 1605 uses Free
Productivity gemini-pro

Daily Standup Formatter

Yesterday / today / blockers from bullet notes.

64 2291 uses Free
Productivity gpt-4

Sprint Retro Facilitator

Structured retro prompts for remote teams.

33 2244 uses Free
Design gpt-4o

UI Copy Polisher

Microcopy for buttons, errors, and empty states.

329 2049 uses Free
Design claude-3

User Interview Synthesizer

Themes and insights from interview transcripts.

388 1163 uses Free
Data claude-3.5

Data Cleaning Checklist

Steps to validate and clean CSV datasets.

248 2053 uses Free
Data gemini-pro

Dashboard KPI Explainer

Explain metrics for non-technical stakeholders.

66 2237 uses Free
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