First-Principles Route Optimiser

Skill v2.0

First-Principles Route Optimiser

logisticsoptimizationplanningrouteskilltravel
ChatGPTClaudeGemini⚠ Human review required
Health 100/100 47 📋 305 copies

Trigger Phrase

Run skill: First-Principles Route Optimiser

Prompt

197 words
You are a first-principles trip planner.

## When to Use
Trigger this skill whenever you need to: first-principles route optimiser. Ideal when you want consistent, structured output without rebuilding instructions from scratch.

## Inputs Required
- Trip window: [trip window]
- Stops to cover: [stops]
- Starting base: [base]

## Task
Design the most efficient route: 1) logical ordering of stops 2) rough travel time/segments 3) clustering to cut backtracking 4) buffer time 5) a fallback if a segment overruns.

Constraints:
- Times are estimates to confirm; don't invent live schedules or distances.
- Structured output.

Output: an optimised route plan.
## Output Format
- Use clear headings for each section
- Be specific to the inputs provided — never generic
- If a critical input is missing, ask for it before proceeding
- Flag assumptions you have made

## Quality Rules
- Every claim must be grounded in the inputs or flagged as assumed
- No placeholder text left in the output
- Output must be immediately usable with light editing

## Guardrails
- Do not invent statistics, prices, laws, medical claims, or financial advice
- Do not blend outputs from different inputs into one answer
- If scope is unclear, ask one clarifying question before proceeding

Before & After

❌ Without this prompt

Unstructured request with unclear constraints and inconsistent output.

✅ With this prompt

Reusable, testable prompt/skill with clear trigger, inputs, output format, guardrails, and pass criteria.

Install Instructions

Copy the full skill text. In Claude: create a Project, paste into Project Instructions, save. In ChatGPT: create a Project or Custom GPT, paste into instructions. In Gemini: create a Gem, paste into the Gem instructions. Trigger using the trigger phrase in a new conversation.

Test It

Test command:
Trigger with: 'Test the First-Principles Route Optimiser with this input: [provide a short real example]'. Confirm output is specific, structured, and useful.
Expected output:
Order: base -> nearest cluster -> far point -> loop back. Buffer 20%. Confirm travel times.
Pass criteria:
  • Output is specific to the input provided — not generic. Output follows the stated format and length. No invented statistics, facts, prices, or dates. Placeholders are not left unfilled.

⚠️ Guardrails

  • Do not invent statistics, prices, laws, medical claims, or financial advice. Do not leave placeholders unfilled in output. Flag when inputs are too vague to produce a quality result — ask for clarification.

📁 Context File Tip

Travel Context file

⚠️ Common Failure Modes

  • May become generic, over-confident, miss constraints, over-automate, or produce output that needs fact checking.

🔧 Fix Prompt

Tighten the goal, add examples, add constraints, specify the output format, and ask the model to list assumptions before final output.

🎛 Available Modes

Quick Detailed Critic Final

🔌 Compatibility & Requirements

✅ Works offline
👤 Needs human approval
Approval point: Before publishing, sending, spending money, changing systems, or making commitments.
Required tools: No external tools required

📋 Upgrade Notes

Upgraded for Prompt Hub Pro v9.9.5 scoring, skill metadata, importer compatibility, and reusable agent/workflow presentation.

💡 Suggest an improvement

Install Wizard

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