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Apply organizational ambidexterity theory to balance exploration and exploitation activities. Use this skill when the user needs to diagnose whether an organization is over-exploiting or over-exploring, design structures that support both innovation and efficiency, or evaluate the tension between short-term performance and long-term renewal.
npx skill4agent add asgard-ai-platform/skills grad-ambidexterityIRON LAW: Over-Exploiting Kills Long-Term Innovation;
Over-Exploring Kills Short-Term Revenue
Exploitation WITHOUT exploration leads to a COMPETENCY TRAP: the firm
becomes excellent at yesterday's business and is blindsided by change.
Exploration WITHOUT exploitation leads to a FAILURE TRAP: the firm
burns resources on experiments that never reach market scale.
There is no stable equilibrium — the balance must be actively managed.| Indicator | Exploitation-Heavy | Balanced | Exploration-Heavy |
|---|---|---|---|
| R&D spend (% revenue) | < 3% | 5-15% | > 20% |
| New product revenue (% total) | < 10% | 20-40% | > 50% |
| Time horizon of projects | < 1 year | Mixed | > 3 years |
| Tolerance for failure | Very low | Moderate | Very high |
| Process formalization | Rigid | Adaptive | Chaotic |
# Ambidexterity Assessment: {Organization}
## Current State Diagnosis
- Balance: Exploitation-heavy / Balanced / Exploration-heavy
- Evidence: {key indicators}
- Risk: Competency trap / Failure trap / None
## Recommended Ambidexterity Mode
- Mode: Structural / Contextual / Sequential
- Rationale: {why this mode fits}
## Design Recommendations
- Exploration unit: {scope, budget, metrics, reporting}
- Exploitation unit: {scope, budget, metrics, reporting}
- Integration mechanism: {how they connect}
## Rebalancing Triggers
- {Condition 1}: shift toward more exploration
- {Condition 2}: shift toward more exploitationreferences/march-1991-model.mdreferences/structural-ambidexterity-design.md