account-research
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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
$ npx -y skills add charlieviettq/awesome-agent-skill --skill grad-ambidexterity --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/grad-ambidexterityContext preview
The summary Claude sees to decide when to auto-load this skill.
\"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
name: "\"grad-ambidexterity\"" description: "\"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.\"." allowed-tools: Read, Glob, Grep
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 exploitationCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
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