ab-test-analysis
Design and analyze A/B tests, calculate statistical significance, and determine sample sizes…
Analyze competitive landscape to identify strengths, weaknesses, opportunities, and threats. Inform product strategy and positioning based on market insights.
$ npx -y skills add aj-geddes/useful-ai-prompts --skill competitor-analysis --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/competitor-analysisContext preview
The summary Claude sees to decide when to auto-load this skill.
Analyze competitive landscape to identify strengths, weaknesses, opportunities, and threats. Inform product strategy and positioning based on market insights.
name: competitor-analysis description: > Analyze competitive landscape to identify strengths, weaknesses, opportunities, and threats. Inform product strategy and positioning based on market insights.
Systematic competitor analysis reveals market positioning, identifies competitive advantages, and informs strategic product decisions.
Minimal working example:
# Identify and categorize competitors
class CompetitorAnalysis:
COMPETITOR_TYPES = {
'Direct': 'Same market, same features',
'Indirect': 'Different approach, same problem',
'Adjacent': 'Related market, potential crossover',
'Emerging': 'New entrants, potential disruptors'
}
def identify_competitors(self, market_segment):
"""Find all competitors"""
return {
'direct_competitors': [
{'name': 'Competitor A', 'market_share': '25%', 'founded': 2015},
{'name': 'Competitor B', 'market_share': '18%', 'founded': 2012}
],
'indirect_competitors': [
{'name': 'Different Approach A', 'method': 'AI-powered'}
],
'emerging_threats': [
{'name': 'Startup X', 'funding': '$10M Series A', 'differentiator': 'Mobile-first'}
]
}
// ... (see reference guides for full implementation)Detailed implementations in the `references/` directory:
| Guide | Contents | |---|---| | [Competitor Identification](references/competitor-identification.md) | Competitor Identification | | [Competitive Matrix](references/competitive-matrix.md) | Competitive Matrix | | [SWOT Analysis](references/swot-analysis.md) | SWOT Analysis | | [Competitive Insights Report](references/competitive-insights-report.md) | Competitive Insights Report |
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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