Ukay Khing Marma Joy

@Ukaykhingmarma28 · User

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Ukaykhingmarma28/ratel

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

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Ukaykhingmarma28/cersei

The Rust SDK for building coding agents. Tool execution, LLM streaming, graph memory, sub-agent orchestration, MCP — as composable library functions.

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Ukaykhingmarma28/graphify

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

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Ukaykhingmarma28/claude-code

Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands. All original source code is the property of Anthropic.

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Ukaykhingmarma28/relayBrain

Relay is a portable memory layer for AI agents. Switch between Claude, Codex, Gemini, and local models without losing project context.

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Ukaykhingmarma28/relay

Get your agents talking. A hosted messaging store + router with fast retrieval. Useful for orchestrating agents.

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