ab-test-analysis
Design and analyze A/B tests, calculate statistical significance, and determine sample sizes…
Identify differences between current state and desired future state. Analyze gaps in capabilities, processes, skills, and technology to plan improvements and investments.
$ npx -y skills add aj-geddes/useful-ai-prompts --skill gap-analysis --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/gap-analysisContext preview
The summary Claude sees to decide when to auto-load this skill.
Identify differences between current state and desired future state. Analyze gaps in capabilities, processes, skills, and technology to plan improvements and investments.
name: gap-analysis description: > Identify differences between current state and desired future state. Analyze gaps in capabilities, processes, skills, and technology to plan improvements and investments.
Gap analysis systematically compares current capabilities with desired future state, revealing what needs to change and what investments are required.
Minimal working example:
# Systematic gap identification
class GapAnalysis:
GAP_CATEGORIES = {
'Business Capability': 'Functions organization can perform',
'Process': 'How work gets done',
'Technology': 'Tools and systems available',
'Skills': 'Knowledge and expertise',
'Data': 'Information available',
'People/Culture': 'Team composition and mindset',
'Organization': 'Structure and roles',
'Metrics': 'Ability to measure performance'
}
def identify_gaps(self, current_state, future_state):
"""Compare current vs desired and find gaps"""
gaps = []
for capability in future_state['capabilities']:
current_capability = self.find_capability(
capability['name'],
current_state['capabilities']
)
if current_capability is None:
// ... (see reference guides for full implementation)Detailed implementations in the `references/` directory:
| Guide | Contents | |---|---| | [Gap Identification Framework](references/gap-identification-framework.md) | Gap Identification Framework | | [Gap Analysis Template](references/gap-analysis-template.md) | Gap Analysis Template | | [Gap Closure Planning](references/gap-closure-planning.md) | Gap Closure Planning | | [Communication & Tracking](references/communication-tracking.md) | Communication & Tracking |
488 production-ready AI prompts, all following a standardized template with validated quality gates. Transform ChatGPT, Claude, and other AI assistants into expert consultants.
Repo: aj-geddes/useful-ai-prompts
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