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 skills add https://github.com/asgard-ai-platform/skills --skill grad-ambidexterity
Organizational ambidexterity refers to a firm's ability to simultaneously pursue exploration (innovation, experimentation, new opportunities) and exploitation (efficiency, refinement, execution of existing capabilities). March (1991) demonstrated that firms favoring one over the other face suboptimal outcomes: over-exploitation leads to competency traps, while over-exploration leads to failure traps.
Trigger conditions:
When NOT to use:
IRON 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.
Assess the organization's exploration-exploitation ratio:
| 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 |
Choose the structural approach:
For structural ambidexterity, define:
For contextual ambidexterity, define:
Establish review cycles (quarterly pipeline health, annual market trends) to detect drift toward either trap. Define trigger conditions for rebalancing.
# 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 exploitation
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Take asgard-ai-platform/grad-ambidexterity from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.