Optimize performance scientifically with current scip-query evidence. Use for benchmarking, profiling, cold or warm indexing, command latency, memory and computational cost, or comparing current-pipeline tuning with alternative designs.
Audit whether implementations are real with scip-query. Use for suspected faked or half-implemented features, decorative checkers or verifiers that never fail, dead code paths hidden behind graceful fallbacks, metrics that may be lying, or a "does any of this actually work" interrogation of a system.
Set up chamnan in this repository for the first time — build the architecture index, measure how well the code describes itself, fill in missing file comments, and record a baseline. Run once per repo.
Record a change that reshaped the repository — what moved, why it was worth doing, and which areas it touched. Use after a migration, a rewrite, or a decision that changed how part of the system works.
Record why something is the way it is — a decision and its reasoning, a lesson that cost time, or a standing constraint. Use when the reasoning behind a choice would be expensive to reconstruct later.
Report bugs and request features for the jarvis MCP server via GitHub issues. Use when jarvis errors, an index fails, a limitation bites, or to request an improvement.
Install and configure jarvis, the local-first structural code intelligence. Use when onboarding, running setup.sh, registering the MCP server, or indexing a repo for the first time.
Use jarvis structural code intelligence for code structure queries: finding references, go-to-definition, call/type hierarchy, who calls a function, where a symbol is defined, document symbols, natural-language semantic search. Prefer over grep.
Create, repair, and maintain CLASSMAP.md, a lightweight code responsibility map for a project. Use when onboarding to an existing codebase, when CLASSMAP.md is missing, stale, incomplete, or contradicts code, after major refactors, after adding important modules, or when the user asks to refresh the code map. This…
Use CLASSMAP.md to route feature requests, bug reports, refactors, and behavior changes to the smallest accurate set of relevant code units. Use before coding when the user asks where to change behavior, which class or file owns a feature, where a bug may live, or how to implement a change with minimal search. This…
Turn on token-efficient code-graph routing for the current repository. Builds a structural code index and installs the routing agent so the host CLI answers "who calls X / what breaks if I change Y" from a prebuilt graph instead of repeated grep, cutting cumulative context tokens. Use when the user types /token-master…
Use when reading, searching, navigating, editing, refactoring, building or testing C#/.NET, XAML, .resx localization or Razor/Blazor in a solution served by the TerseSharp MCP server. Teaches which TerseSharp tool replaces which built-in, and how to drive all 88 of them, so a .cs file is never read whole, a symbol is…
Build, run and debug this C++ project — CMake presets, CTest, sanitizers, clang-tidy, and which gate tier to run. Triggers: build, compile, test, ctest, cmake, sanitizer, asan, segfault, linker error.