leverage-and-response-design

Installation
SKILL.md

Leverage and Response Design

What This Skill Does

Helps students and educators design a thoughtful intervention once they know where to act in a system. The skill fills the action gap in systems thinking: existing tools help students analyse systems (iceberg), surface assumptions (mental models, ladder of inference), and identify where they have agency (agency circles). This skill bridges analysis and action by asking: given what we know about the system, what response would be wise?

The key insight: in complex systems, the most obvious intervention is rarely the wisest. High-visibility actions (posters, petitions, one-off events) tend to target symptoms. Higher-leverage interventions target the structures, feedback loops, and mental models that produce the symptoms. This skill does not dismiss low-leverage action — sometimes it is the right and only available response — but it ensures students have considered the full range before choosing.

Evidence Foundation

Meadows' 12 leverage points hierarchy (1999, 2008) provides the structural framework: interventions range from adjusting parameters (low leverage) through changing rules, information flows, and goals, up to shifting paradigms and transcending the system (high leverage). Meadows cautions that higher leverage does not always mean more accessible — paradigm shifts require different kinds of work than rule changes. Senge's systems archetypes (shifting the burden, fixes that fail, limits to growth) provide pattern recognition for common failure modes in intervention design. Sterman's work on policy resistance shows why well-intentioned interventions so often produce outcomes opposite to intent. Kim's Systems Archetypes toolkit gives practitioners language for naming these patterns in educational contexts.

Input Schema

Required:

  • Systems analysis: The prior systems work students have done — this could be an iceberg analysis, a mental model map, an agency circles output, or a description of the system and the patterns within it. The richer the prior analysis, the more specific the response design can be.
  • Proposed action: What students are currently thinking of doing. This is the starting point for the leverage analysis, not the final answer.
Installs
17
GitHub Stars
293
First Seen
May 19, 2026
leverage-and-response-design — garethmanning/education-agent-skills