Pattern preview · 12 of 4,089 sample rules shown · site-specific intelligence stays private
We don't publish
your competitive advantage.
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.
Sample rules shown
1
Categories
2258
Tier-1 (public)
4,089
Tier-2 (your patterns)
private to your site
type_checking
infrastructure-type-checking-mypy-reports-module-is-installed-but-missing-libra-86a19b2d
IFmypy reports 'module is installed, but missing library stubs or py.typed marker' or 'Returning Any from function declared to return X' when analyzing code that uses llama_index or similar libraries.
THENFor missing py.typed markers, add a `# type: ignore[import-untyped]` comment on the import line. For functions incorrectly returning `Any`, use `cast` from `typing` to explicitly declare the expected return type, or add `# type: ignore` on the line. Alternatively, upgrade the library to a version that includes proper type stubs (e.g., llama_index >=0.10.24).
Tier 170%
Connect your site → query the full pool
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.
Connect a site