Explore Projects
12 analyzed repos ready for contributors.
og-drizzles/trache
Trache is a CLI tool that caches a Trello board locally in SQLite and provides Git-style pull/push semantics for reading and mutating cards without hitting the Trello API repeatedly. It's specifica...
Great for people interested in building local-first caching layers for external SaaS APIs, or optimizing AI agent workflows to reduce expensive API round-trips — specifically in the Trello/project-management space.
mksglu/context-mode
Context Mode is an MCP server that acts as a sandboxed execution and indexing layer between AI coding assistants (Claude Code, Gemini CLI, VS Code Copilot, etc.) and their context windows. It inter...
people interested in building protocol-level infrastructure for AI coding assistants — specifically context management, sandboxed code execution, and session continuity across LLM conversation compaction
agulaya24/baselayer
Base Layer is a CLI tool and MCP server that processes personal text corpora (ChatGPT exports, journals, books) through a 4-step LLM pipeline (extract facts → author identity layers → compose brief...
people interested in personal AI memory systems, behavioral modeling from text corpora, or LLM-as-judge evaluation frameworks — specifically the problem of compressing identity signal from unstructured personal data into dense, injectable context
Nubaeon/empirica
Empirica is a Python CLI tool and MCP server that wraps AI coding sessions (primarily Claude Code) with an 'epistemic measurement' layer — tracking confidence vectors, forcing investigation before ...
people interested in AI reliability tooling, specifically instrumenting LLM coding agents with structured confidence tracking, persistent cross-session memory, and gating mechanisms that prevent premature code edits
dandaka/traul
Traul is a local-first CLI tool that syncs messages from Slack, Discord, Telegram, Gmail, Linear, WhatsApp, and Claude Code sessions into a SQLite database, then lets you search them with FTS5 keyw...
People building local-first personal data pipelines, or anyone interested in giving AI agents searchable memory over real communication data (Slack, Telegram, Gmail) using SQLite FTS5 + vector embeddings without sending data to a cloud service.
kunal12203/codex-cli-compact
Dual-Graph (codex-cli-compact) is a context pre-loading layer for Claude Code and Codex CLI that scans your codebase into a semantic graph, then automatically injects the most relevant files into e...
Great for people interested in building semantic context retrieval systems for AI coding assistants — specifically the problem of efficiently mapping codebases into graphs and deciding what to pre-load into LLM prompts to minimize token burn.
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