Prompts
Reusable prompt templates for development, writing, analysis, and creative tasks. Use these as inspiration starters, not an exhaustive catalog. Adapt them to your goals, or ask your preferred LLM to generate a tailored version for your context.
Use these prompts to design connected, approval-safe AI toolchains for real workflows.
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Curated Starters
Cross-field and multimedia prompt starters for planning, communication, and production workflows.
Workflow Stack Planner
Design an approval-safe, connector-driven AI stack for your workflow
Release and Change Gating Toolchain Planner
Build approval-safe release and change control across issue, docs, and comms.
Cross-Tool Automation Readiness Audit
Evaluate what can be safely automated across your tool ecosystem
MCP Writeback Governance Prompt
Build safe draft->approval->write MCP action pipelines
Support & Finance Ops Integration Plan
Unify support and finance workflows with controlled AI assistance
Media Production Toolchain Designer
Plan multi-format creative production with governed AI handoffs
Meeting Notes to Next Actions
Turn notes into accountable actions
Policy to Plain-Language Translator
Rewrite policy and technical text for broader audiences
Campaign Message Variant Lab
Generate campaign variants without losing strategy
Image Brief to Generation Batch
Turn creative briefs into repeatable image generation sets
Audio Voiceover Direction Pack
Create narratable direction variants from one script
Video Script to Voiceover Variants
Rewrite scripts into spoken-ready voiceover options
Business
Cross-Functional Project Kickoff Pack
Works with: gpt, claude-opus, gemini-pro
Invoice and Exception Governance Pipeline
Works with: gpt-5-codex, claude-opus, gpt
Job Description Critic & Rewrite
Works with: claude, gpt
Meeting Agenda Architect
Works with: claude, gpt, gemini
Meeting Notes to Next Actions
Works with: gpt, claude-opus, gemini-pro
Monthly Business Review Brief
Works with: gpt, claude-opus, gemini-pro
Multi-Workspace Executive Brief and Deck Builder
Works with: gpt, claude-sonnet, gemini-pro
Multimedia Campaign Production Brief
Works with: gpt, gemini-pro, claude-opus
Stakeholder Objection Prep
Works with: gpt, claude-opus, gemini-pro
Stakeholder Update Writer
Works with: claude, gpt
Standard Operating Procedure Drafter
Works with: gpt, claude-opus, gemini-pro
Support & Finance Ops Integration Plan
Works with: gpt, claude-sonnet, gemini-flash
Support Knowledge Loop Bridge Planner
Works with: claude-opus, gpt
Workflow Stack Planner
Works with: gpt, claude-opus, gemini-pro
Workshop Facilitation Plan Generator
Works with: gpt, claude-opus, gemini-pro
Writing
Email Tone Calibrator
Works with: claude, gpt
Grant Application Outline Assistant
Works with: gpt, claude-opus, gemini-pro
Long-Form Article Architect
Works with: claude, gpt, gemini
Plain-Language Explainer
Works with: claude, gpt, gemini
Policy to Plain-Language Translator
Works with: gpt, claude-opus, gemini-pro
Video Script to Voiceover Variants
Works with: gpt, gemini-pro, claude-opus
Analysis
Argument Steelman
Works with: claude, gpt, gemini
Cross-Tool Automation Readiness Audit
Works with: claude-opus, gpt, gemini-flash
Data Narrative Writer
Works with: claude, gpt, gemini
Decision Framework Builder
Works with: claude, gpt, gemini
Feedback-to-Action Portfolio Briefing Orchestrator
Works with: gpt, o3, grok-imagine
Generated Media Quality Scorecard
Works with: gpt, gemini-pro, claude-opus
Prompt Experiment Readout for Media
Works with: gpt, gemini-pro, claude-opus
Proposal Evaluator and Risk Check
Works with: claude-opus, gpt, gemini-pro
Runbook to Postmortem Connector Orchestrator
Works with: gpt, o3, claude-opus
Research
Connector Evidence to MCP Action Brief
Works with: gpt, claude-sonnet, qwen3
Customer Interview Insight Synthesis
Works with: claude-opus, gpt, gemini-pro
Literature Synthesis Assistant
Works with: claude, gpt, gemini
Multimedia Audience Signal Miner
Works with: gpt, gemini-pro, claude-opus
Personal Learning Plan Builder
Works with: gpt, claude-opus, gemini-pro
Reference Style Gap Analysis
Works with: gpt, gemini-pro, claude-opus
Research Question Refiner
Works with: claude, gpt
Survey Question Designer
Works with: claude, gpt, gemini
Creative
Audio Voiceover Direction Pack
Works with: gpt, gemini-pro, claude-opus
Campaign Message Variant Lab
Works with: gpt, claude-opus, gemini-pro
Character & World-Building Interview
Works with: claude, gpt, gemini
Creative Brief Generator
Works with: claude, gpt, gemini
Image Brief to Generation Batch
Works with: gpt-image, imagen, grok-imagine
Moodboard to Image Style Bible
Works with: gpt-image, imagen, grok-imagine
Scene Arc to Video Shot Variants
Works with: sora, veo, grok-imagine
Storyboard to Video Shot Plan
Works with: sora, veo, grok-imagine
Style Transfer Writer
Works with: claude, gpt
Development
API Endpoint Implementation Blueprint
Works with: claude, gpt, gemini
Code-to-Documentation Draft
Works with: claude, gpt, gemini
Connector + MCP Incident Response Commander
Works with: claude-sonnet, claude-opus, gpt-5-codex
MCP Writeback Governance Prompt
Works with: claude-sonnet, gpt-5-codex, gpt
Media Production Toolchain Designer
Works with: claude-opus, gpt, grok-imagine
Multimodal Prompt Test Harness Spec
Works with: gpt, gemini-pro, claude-opus
Release and Change Gating Toolchain Planner
Works with: gpt-5, claude-opus, o3
Root Cause Debugging Assistant
Works with: claude, gpt, gemini
Safe Refactor Planner
Works with: claude, gpt, gemini
Test Suite Generator from Source Code
Works with: claude, gpt, gemini
Thorough Code Review
Works with: claude, gpt