theCodeSherpa ✓

CodeSherpa is a project-memory layer for AI-assisted development that turns a growing codebase into durable, structured knowledge so your AI doesn't start from scratch every session. Instead of re-pasting architecture, database schemas, routes, and function context into each new chat, you store that understanding once and reuse it.

It builds understanding progressively across several layers. Function Intelligence analyzes each function for purpose, inputs, outputs, dependencies, risk, and recommended tests. Worker Capability Analysis groups related functions into meaningful system capabilities, while Worker Architecture documents each Worker's responsibilities, dependencies, risks, and data flows. Project Intelligence sits on top, tracking AI coverage, progress, health indicators, and overall architectural understanding, and Guided Development recommends the next logical milestone based on the project's current analysis state.

The core workflow is prompt-package based: CodeSherpa generates optimized prompt packages from your stored project intelligence, you send them to your preferred AI, then apply the results back into CodeSherpa to keep the knowledge current. The paid tier adds integrated AI processing with one-click function and Worker analysis, so the analysis can run inside the tool rather than being copied in and out manually.