skills.rest
ThorStarlord
ThorStarlordCOMMUNITY
Explore all skills by this author →
GitHub

prompt-handoff

Convert sensemaking artifacts into ready-to-copy prompts for downstream specialized skills.

1|Updated May 6, 2026
Search Tags:#agent workflow#context preservation#task orchestration#sensemaking#specification support#prompt handoff
One-click install
npx skills add https://github.com/ThorStarlord/interface-skills --skill prompt-handoff
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-handoff
Source: https://github.com/ThorStarlord/interface-skills/tree/main/skills/prompt-handoff
Command: npx skills add https://github.com/ThorStarlord/interface-skills --skill prompt-handoff

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill solves the problem of losing important decisions, constraints, and evidence when moving from one AI workflow stage to the next.

Core Features & Use Cases

  • Prompt packaging for skill transitions: Converts a sensemaking artifact (Problem Frame, Brief, or Plan) into a ready-to-copy prompt tailored to the next specialized skill.
  • Context preservation: Extracts critical constraints, goals, and evidence so downstream work matches upstream judgment.
  • Strict handoff boundary control: Produces explicit must-haves, must-nots, and a clear stop condition to prevent overcommitment.

Quick Start

Ask an AI to run the prompt-handoff skill on your latest sensemaking artifact and generate a ready-to-copy prompt for your target specialized skill using the Prompt Handoff template.

Frequently Asked Questions about prompt-handoff

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I preserve context when handing off tasks between different AI workflow stages?▼

To preserve context during task orchestration, you must extract critical constraints, goals, and evidence from upstream sensemaking artifacts and package them into a ready-to-copy prompt for the downstream specialized skill.

What is the best way to convert a problem frame or brief into a prompt for specification creation?▼

The best way to convert a problem frame or brief is to use an 8-section prompt handoff structure that formats extracted goals and evidence into explicit must-haves, must-nots, and a clear stop condition for human review.

How do I prevent an AI agent from overcommitting when moving from planning to TDD creation?▼

You prevent agent overcommitting by defining strict handoff boundaries using explicit must-haves and must-nots, plus establishing a specific stop condition that requires human review before the downstream specialized skill proceeds.

Can I use prompt handoff to pass evidence and constraints directly to a PRD creation skill?▼

Yes, prompt handoff supports cross-skill transitions like moving from a plan to PRD creation by reformatting upstream sensemaking artifacts into a tailored prompt that carries forward all critical constraints and evidence.

Do I need a specific framework to carry sensemaking forward into the next skill?▼

You need the 8-section Prompt Handoff structure to carry sensemaking forward, as it requires extracting upstream artifacts, formatting context preservation rules, and defining explicit stop conditions for the downstream task.

Related Skills

Explore More Content & Communication Skills→
musher-devmusher-dev

shaping-writing-problem-frames

Generate problem frame documents from a context brief.

Official
Intermediate
Jst-Well-DanJst-Well-Dan
8

pict-test-designer

Generate PICT pairwise test suites with constraints and expected outputs.

Community
Advanced
SamuelDevdasSamuelDevdas
2

vibe-kanban

Manage projects and tasks via Vibe Kanban REST API and MCP protocol.

Community
Intermediate
guhans6guhans6

handoff

Summarize current conversation content into a handoff document.

Community
Basic