Apply Smith and Lewis's paradox theory to identify and manage organizational tensions across performing, organizing, belonging, and learning dimensions.
SkillScore83Maintained
Automatic
◆HR & People Ops pack
Last verified 8/28/2026
What it changes
Passed 20 of 24 test cases with the skill, and 14 of 24 without it.
Without skill58%
With skill83%
Checks it passed that the model alone missed
Identifies the paradox dimension as learning.
Identifies the paradox dimension as organizing.
Classifies the paradox dimension as performing.
and 9 more in the full report
9 fixed11 passed either way1 still failing3 broke
Pass-rate lift
+25 pp
Tokens
+7%
Agent turns
0%
Response time
-15%
Model gemini-3.6-flashMeasured 8/28/2026v120 of 24 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 9
Prompt
We are managing a mid-sized enterprise undergoing digital transformation where employees are torn between preserving our heritage identity and adopting a tech-driven culture. I need an organizational tension analysis structured specifically into five parts: 1) A Paradox Identification markdown table laying out the tension dimensions, opposing demands (Pole A vs Pole B), and manifestations; 2) Current Response Pattern detailing the dominant strategy and outcomes; 3) Enabling Conditions Assessment examining leadership cognitive capacity, structural mechanisms, and culture; 4) A Dynamic Equilibrium Strategy specifying the approach, dual-pole actions, and integration connection; and 5) Strategic Implications including sustainability and early warning signs.
What was checked, without and with the skill
Checked
Without skill
With skill
Categorizes the paradox dimension in the Paradox Identification table using one of Smith and Lewis's four core paradox types.
Missed
Passed
Includes all five prescribed paradox analysis sections in markdown format.
Passed
Passed
case-02 · gemini-3.6-flash · 8/28/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md103 linessingle file
Paradox Theory (Smith & Lewis)
Overview
Paradox theory addresses persistent contradictions in organizations — tensions that cannot be resolved permanently but must be managed through ongoing engagement. Smith and Lewis identify four core paradox types (performing, organizing, belonging, learning) and argue that dynamic equilibrium, achieved through acceptance and working through tensions rather than choosing one pole, enables long-term sustainability.
When to Use
Diagnosing recurring organizational tensions that resist either/or solutions
Designing strategies that embrace contradictory demands simultaneously
Analyzing why past resolution attempts failed or created new tensions
Understanding leadership challenges in ambidextrous or hybrid organizations
When NOT to Use
When the tension is a genuine dilemma with a correct answer (not a paradox)
When resource constraints make one option genuinely infeasible (a trade-off, not a paradox)
When the analysis requires quantitative optimization of competing objectives
Assumptions
IRON LAW: Paradoxes CANNOT be resolved permanently — they must be
managed through ongoing acceptance and working through tensions,
not eliminated through either/or choices.
Key assumptions:
Paradoxical tensions are inherent in organizing — they persist, not because of poor management, but because of the nature of complex systems
Tensions become salient under conditions of plurality, change, and scarcity
Defensive responses (splitting, projecting, repressing) make paradoxes worse
Dynamic equilibrium requires both cognitive acceptance and behavioral working-through
Apply pragmatist philosophy (Peirce, James, Dewey) to frame knowledge as instrumental for action, evaluate ideas by their practical consequences, and conduct inquiry as problem-solving. Use this skill when the user needs to bridge theory and practice, evaluate competing theories by their usefulness, employ abductive reasoning to generate hypotheses, or when they ask 'which theory is more useful here', 'how do I move from abstract ideas to actionable knowledge', or 'what practical difference does