df:list-objective-assumptions

Surfaces Claude's assumptions about scope, risks, and implementation for a given objective.

Updated Feb 6, 2026
One-click install
npx skills add https://github.com/AO-Cyber-Systems/devflow-claude --skill df-list-objective-assumptions
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: df:list-objective-assumptions
Source: https://github.com/AO-Cyber-Systems/devflow-claude/tree/main/skills/df-list-objective-assumptions
Command: npx skills add https://github.com/AO-Cyber-Systems/devflow-claude --skill df-list-objective-assumptions

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Surface Claude's assumptions about an objective approach before planning. Specialized diagnostic tool for reviewing AI assumptions.

Core Features & Use Cases

  • Surface Claude's assumptions about technical approach, implementation order, scope boundaries, risk areas, and dependencies.
  • Validate the objective against the roadmap and current project state to surface misalignments before proceeding.
  • End with a prompt "What do you think?" to gather user feedback and decide next steps.

Quick Start

Provide the objective number to analyze and surface Claude's planning assumptions.

Frequently Asked Questions about df:list-objective-assumptions

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

FAQPage Schema
How do I validate AI planning assumptions before starting a project roadmap?

To validate planning assumptions, you analyze a specific objective to surface Claude's assumptions about technical approach, scope, risks, and dependencies. This diagnostic process highlights misalignments against your current roadmap and project state before you proceed.

What is objective assumption analysis and when do I need it for workflow planning?

Objective assumption analysis is a diagnostic technique that exposes AI planning assumptions regarding implementation order and scope boundaries. You need it before proceeding with workflow planning to ensure technical feasibility and identify hidden risks early.

Can I check objective feasibility against my current project state and roadmap?

Yes, you can check objective feasibility by applying the objective to your current project state and roadmap. This validates the proposed technical approach and highlights any misalignments or dependency conflicts before you commit to planning.

How do I surface scope boundaries and technical risks from an AI-generated objective?

You surface scope boundaries and technical risks by running a diagnostic analysis on the objective. This extracts Claude's implicit assumptions about dependencies, implementation order, and risk areas, presenting them in a clear, actionable output for your review.

Does this workflow planning diagnostic require any specific dependencies or components?

No, this workflow planning diagnostic requires no external dependencies or components. You simply provide the objective number to analyze and surface Claude's planning assumptions directly within your current environment.

What happens after the objective analysis surfaces planning assumptions and misalignments?

After the objective analysis surfaces planning assumptions and misalignments, the output ends with a prompt asking for your feedback to decide next steps. You review the highlighted risks and scope boundaries to determine whether to proceed or adjust.