Works with the AI tools you already use
Constraint Negotiator
by Al1as
Expose hidden trade-offs and architect feasible operating envelopes for systems under conflicting pressures.
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See it in action
You say
We need to build a RAG-based search tool. It must be 100% accurate, use the cheapest LLMs to save costs, and have sub-second latency, but management also wants it to cite every single source.
Your agent does
OBJECTIVE-CONSTRAINT COLLISION MAP
- Collision: Accuracy vs. Cost (CRITICAL)
- Tension: Cheap models lack the reasoning for 100% accuracy in complex RAG tasks.
- Truth: You are implicitly choosing cost over reliability.
VERDICT
Impossible brief disguised as ambition.
What you get
About this skill
What it does
The Constraint Negotiator is a specialized framework for developers, architects, and product leads who are facing "impossible" briefs. It explicitly identifies the hidden tensions in complex systems—like the trade-off between latency and safety, or customization and maintainability—and forces a structured negotiation to find a feasible path forward.
Problem it solves
Most projects fail not due to a lack of talent, but because they are governed by incompatible demands (e.g., "fast, cheap, and secure"). This skill exposes the "negotiation debt" that teams accumulate when they pretend trade-offs don't exist, preventing the delivery of brittle, compromise-heavy solutions that satisfy no one.
Output & Benefits
The skill produces a detailed "Negotiation Status" report, including a Collision Map of conflicting objectives, a Dominant Constraint Diagnosis, and a Feasible Operating Envelope. Unlike simple preference matrices, it provides 2-4 viable paths with explicit sacrifices, ensuring you don't commit to something operationally unstable or mathematically impossible.
Supported Environments
Ideal for AI agent design, system architecture, product roadmapping, and multi-stakeholder governance. It bridges the gap between high-level ambition and operational reality.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Creator
40 skills on Agensi
I create premium niche AI agent skills and prompts on PromptBase, where I’ve been actively building since 2022, focused on high-value systems that turn complex workflows into clear, practical, and reusable outputs.
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