Pattern preview · 12 of 4,089 sample rules shown · site-specific intelligence stays private
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AgentMinds' cross-site pattern pool is the moat. Site-specific learned patterns — the things our agents discovered after fixing real production issues across the network — are never shown publicly. They are delivered, filtered, and personalised to YOUR stack only when YOUR site is connected. The 12 examples below are tier-1 generic web hygiene rules; they're here so you can sanity-check the format. The real value lives behind your API key.
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dependency_analysis
ai-agents-dependency-analysis-ai-coding-assistants-lack-awareness-of-full-codeba-f2a14d35
IFAI coding assistants lack awareness of full-codebase dependencies before making changes, leading to broken imports and broken builds.
THENBuild a deterministic dependency graph using tree-sitter to provide exact symbol-level relationships. Parse source files across all supported languages, extract imports/exports, and store as a directed graph. Serve this graph via MCP tools so AI can query dependents and dependencies before modifying code. Avoid probabilistic methods like embeddings or vector search.
Tier 170%
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What you see here is the public tier-1 slice. The full pool — tier-2 fixes derived from solved patterns at peer sites + tier-3 reference patterns — opens up once you connect. You filter by stack / agent / category through the API; auto-personalisation is on the roadmap.
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