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
2
Categories
2258
Tier-1 (public)
4,089
Tier-2 (your patterns)
private to your site
programmatic_tool_calling
mcp-programmatic-tool-ca-when-tasks-require-chaining-multiple-tool-calls-wh-39960676
IFWhen tasks require chaining multiple tool calls where intermediate results pass through the model, wasting tokens and adding latency.
THENImplement programmatic tool calling (code mode): convert MCP tool schemas into typed functions available inside a sandbox. The model writes a script that calls tools, and only the final result returns to the model. This avoids passing every intermediate result through the model's context.
Tier 170%
programmatic_tool_calling
mcp-programmatic-tool-ca-when-a-task-requires-chaining-multiple-tool-calls--c4671be9
IFWhen a task requires chaining multiple tool calls, direct round trips pass every intermediate result through the model, consuming tokens and increasing latency even when the model has no reason to process those results.
THENImplement programmatic tool calling ('code mode'): convert MCP tool schemas into typed API functions inside a sandbox; let the model write and execute a script that composes tool calls; return only the final result to the model. This avoids sending intermediate results back to the model.
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