Research & Analysis
How We Know What Works
Every plugin recommendation and skill pattern we share comes from studying what actually happens across the ecosystem. This is the analysis behind the advice — open, detailed, and always evolving.
6
Research Areas
24
Documents
1,500+
Skills Analyzed
Skill Design Patterns
1 of 4What makes a skill actually work — patterns from 1,500+ real skills
- Allowed-Tools Surface Area Analysis Which tool permissions matter and which are just noise
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Frontmatter Impact on Activation Rates How description phrasing affects whether Claude picks your skill Coming Soon
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Progressive Disclosure Architecture How top-scoring skills structure their instructions Coming Soon
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Trigger Phrase Engineering The difference between skills that activate and skills that sit there Coming Soon
Plugin Architecture
1 of 4Structural patterns across 270+ plugins and 23 categories
- Plugin Composition Patterns Single-skill, multi-skill, and hybrid — what works when
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SaaS Pack Architecture How supabase-pack and vercel-pack achieve coherent developer experience Coming Soon
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MCP Server Plugin Lifecycle Build, distribution, and execution — the full picture Coming Soon
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Plugin.json Schema Economics Why the 8-field constraint exists and what it prevents Coming Soon
Multi-Agent Orchestration
1 of 4How agents, skills, and commands work together at runtime
- Agent-Skill-Command Interaction Model The three content types and how they coordinate
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Orchestrator-Worker Patterns Hierarchical delegation with real latency and cost data Coming Soon
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Cross-Plugin Dependency Resolution What happens when two plugins want to handle the same task Coming Soon
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Sequential vs Parallel Skill Execution Token consumption curves and when parallelism actually helps Coming Soon
Security & Governance
1 of 4Permission boundaries, trust models, and what keeps plugins safe
- Tool Permission Threat Modeling What Bash access really means and how constraints protect you
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Secret Scanning Pipeline Analysis Detection rates by secret type — what gets caught and what slips through Coming Soon
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Plugin Integrity Verification From submission to installation — the validation chain Coming Soon
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Graduated Trust Architecture Community, verified, and official — how trust levels work Coming Soon
Performance & Cost
1 of 4Token economics, model selection, and getting more done for less
- Model Tiering Strategy When to use sonnet, haiku, or opus — with real cost comparisons
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Token Budget by Category Which plugin categories are efficient and which ones burn through tokens Coming Soon
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SKILL.md Size vs Performance The diminishing-returns curve and why bigger is not always better Coming Soon
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Batch vs Interactive Execution Costs CI/CD pipelines vs developer sessions — the cost difference Coming Soon
Production Deployment
1 of 4How teams actually adopt and operate plugins at scale
- CI/CD Integration Patterns Validation gates, pre-commit hooks, and automated quality checks
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Enterprise Plugin Adoption Curve The path from one developer to organization-wide deployment Coming Soon
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Plugin Ecosystem Health Metrics Install rates, activation frequency, and what healthy looks like Coming Soon
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Cowork Distribution Architecture Zip-based distribution, manifests, and checksums Coming Soon