ProductivityScanned · no issues
Shrink This Prompt Without Losing the Rules
Shortens a long prompt but keeps the important rules. Why it matters: shorter prompts are easier to reuse and cheaper to run.
- Output
- Text
- Input
- Text
AIPM@aipm · Verified
Prompt directory
Gemini, Claude, and ChatGPT prompts that already work.
A prompt library for work, code, research, photos, and more. Every prompt shows what you need to provide, what it produces, and which AI models it was tested with.
Need reusable instructions with versions and install commands? Browse Claude Code skills, Cursor skills, or the full agent skills registry—and see how an AI package manager differs from copy-paste.
Browse by model: Gemini prompts, Claude prompts, and Nano Banana photo prompts. Or start with a use case: LinkedIn headshot prompts or product photography prompts.
- Prompts
- 32
- Categories
- 1
- Output types
- 1
Browse by series
Prompt series
Productivity
Work
- Career and workplace prompts (38)
- Data analysis and analytics prompts (30)
- Startup and business planning prompts (23)
- Product design and UX prompts (20)
- B2B sales prompts (18)
- Stock and portfolio research prompts (18)
- Business finance prompts (13)
- Resume, cover letter, and interview prompts (10)
- Meeting, memo, and stakeholder update prompts (9)
- LinkedIn profile writing prompts (8)
- Returnship application prompts (4)
- Volunteer impact resume bullet prompts (4)
Photo
- AI photo shoot and photo edit prompts (41)
- Flux art style prompts (25)
- Midjourney design asset prompts (25)
- Midjourney art style prompts (25)
- Stable Diffusion art style prompts (25)
- Product photography prompts (15)
- LinkedIn profile picture (DP) prompts (13)
- LinkedIn headshot prompts (11)
- Passport, ID, and resume photo prompts (6)
- Old photo restoration prompts (6)
- LinkedIn banner prompts (5)
- Photo-to-plan prompts (4)
Travel
Fun
- Astrology prompts (10)
Learning
Marketing
- Marketing copy and strategy prompts (38)
- Video and YouTube prompts (35)
- Dental clinic marketing prompts (8)
- Ecommerce store marketing prompts (8)
- Fitness studio marketing prompts (8)
- Real estate marketing prompts (8)
- SaaS marketing prompts (8)
- Agency marketing prompts (7)
- B2B software marketing prompts (7)
- Coaching business marketing prompts (7)
- Cosmetics brand marketing prompts (7)
- Edtech marketing prompts (7)
- Fintech marketing prompts (7)
- Law firm marketing prompts (7)
- Local service business marketing prompts (7)
- Nonprofit marketing prompts (7)
- Restaurant marketing prompts (7)
- Logo design prompts (3)
Coding
- Coding workflow prompts (32)
- Changelog from commits prompts (6)
- Docstring generator prompts (6)
- Feature flag rollout plan prompts (6)
- GraphQL schema design prompts (6)
- Observability checklist prompts (6)
- Architecture decision record (ADR) prompts (5)
- RBAC authorization matrix prompts (5)
- Kafka consumer design prompts (5)
- Load test plan prompts (5)
- API rate limit design prompts (5)
Playground
Explore
Browse all prompts
Category
Output
32 prompts
ProductivityScanned · no issues
Chain-of-Density Summarizer Builder — ChatGPT Prompt
Build a chain-of-density summarization prompt for long docs. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Variable Extractor for Prompts — ChatGPT Prompt
Extract variables from a freeform prompt. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Tool JSON Schema Writer — ChatGPT Prompt
Writes tool schemas for function calling. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Sampling Settings Guide — ChatGPT Prompt
Guide temperature/top-p choices for a task. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Style Transfer Prompt Builder — ChatGPT Prompt
Build a writing style-transfer prompt from samples. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Skill Router Prompt — ChatGPT Prompt
Route tasks to the right skill/prompt. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
SEO Title from Prompt Spec — ChatGPT Prompt
Generate SEO titles/slugs from a prompt spec. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Rubric-Then-Rewrite Loop — ChatGPT Prompt
Build a rubric then rewrite until it passes. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Retrieval Query Rewriter — ChatGPT Prompt
Rewrite user questions into retrieval queries. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Prompt Regression Suite — ChatGPT Prompt
Design regression tests for prompt changes. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Prompt Library Taxonomer — ChatGPT Prompt
Taxonomize a prompt library for SEO hubs. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Prompt Diff Explainer — ChatGPT Prompt
Explain diffs between two prompt versions. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Prompt Compression Pass — ChatGPT Prompt
Compress a verbose prompt without losing constraints. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Persona Boundary Spec — ChatGPT Prompt
Specify persona boundaries and refusals. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
JSON Output Schema Designer — ChatGPT Prompt
Design a strict JSON output schema and validation rules for a prompt. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Output Critic Prompt — ChatGPT Prompt
Makes a critic that scores outputs vs criteria. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Multimodal Prompt Brief — ChatGPT Prompt
Brief a multimodal prompt with input roles. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Multi-Agent Debate Setup — ChatGPT Prompt
Set up a structured multi-agent debate. Why it matters: one brain misses things, and roles catch more.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Locale Adapter for Prompts — ChatGPT Prompt
Adapt a prompt for a locale without losing meaning. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Guardrail Policy Draft — ChatGPT Prompt
Draft content guardrails for an assistant. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Few-Shot Example Builder — ChatGPT Prompt
Makes diverse few-shot examples for a classification or writing task. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Prompt Eval Rubric — ChatGPT Prompt
Makes an evaluation rubric and test cases for a prompt. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Synthetic Eval Dataset Builder — ChatGPT Prompt
Build a synthetic eval set for a prompt. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
CoT vs Direct Prompt Chooser — ChatGPT Prompt
Choose when to use chain-of-thought. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Cost-Aware Prompt Rewriter — ChatGPT Prompt
Rewrite prompts to reduce tokens safely. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Citation Enforcer Prompt — ChatGPT Prompt
Force grounded answers with citation slots. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Ambiguity Detector — ChatGPT Prompt
Detect ambiguous user asks before answering. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
AIPM Prompt Packager — ChatGPT Prompt
Package a raw prompt into AIPM PromptInput fields. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Adversarial Prompt Tester — ChatGPT Prompt
Stress-test a prompt with adversarial inputs. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
Prompt Improver — ChatGPT Prompt
Critique and rewrite a weak prompt into a stronger, testable version. Why it matters: a small system beats a messy pile.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified
ProductivityScanned · no issues
ChatGPT Prompt Generator for Any Task
Interview the user then generate a high-quality task prompt with variables. Why it matters: clear stories beat memorized buzzwords.
- Output
- Text
- Input
- Text, Document
AIPM@aipm · Verified