Enable semantic code search across local codebases via the ck MCP server.
npx skills add https://github.com/athal7/dotfiles --skill ck-athal7
Please help me install this Agent Skill. Skill: ck Source: https://github.com/athal7/dotfiles/tree/main/skills/ck Command: npx skills add https://github.com/athal7/dotfiles --skill ck-athal7
Semantic code search across a codebase using the ck MCP server to find meaning-based results and reduce time spent locating implementations.
Run a semantic search query against your codebase to locate relevant implementations.
High-intent search queries and answers about installing and using this skill.
Semantic code search finds implementations by querying meaning rather than exact tokens. It re-embeds paths on the first query, then uses a shared daemon to deliver roughly 250ms warm query latency for fast code discovery.
To search for existing implementations and avoid duplication, run a semantic query against your local codebase. The tool reindexes on demand and applies fail-open behavior, returning meaning-based results across sessions and worktrees.
The best way to locate unfamiliar code without exact names is semantic code search, which matches conceptual meaning. It identifies relevant code regions by intent, enabling concept discovery even when tokens or function names are unknown.
Semantic code search does not require manual reindexing. It uses lazy indexing per path, reindexing on demand with path re-embedding on the first query, and relies on a single shared daemon to maintain freshness automatically.
When a semantic search query is slow, the tool employs fail-open behavior, meaning it returns results without blocking the workflow. This design ensures code discovery and understanding tasks proceed even during latency spikes.
wormholecowboyScaffold MCP servers in TypeScript or Python with stdio or HTTP transports.
CaptainPhantasyIdentify duplicated logic patterns and extract them into shared utility packages.
petertrihoImplement minimal code changes for bug reports and tasks with validation reporting.
kochetkov-maManage grepai semantic code search with Ollama and bge-m3 embeddings.
