mostlylucid 

A lightweight .NET library for bounded, observable, self-cleaning async execution with signal-based coordination. Fire... and Don't Quite Forget.

Bot detection middleware for ASP.NET Core applications with behavioral analysis, header inspection, IP-based detection, and optional LLM-based classification.

StyloFlow Retrieval Core - Universal retrieval infrastructure for cross-modal search (documents, images, audio, video). Includes signal-based analysis waves, wave orchestration, unified entity model, and... More information

Common abstractions for content summarization pipelines (documents, images, data)

StyloFlow Core - Foundation layer with YAML-driven configuration, manifest loading, entity type system, and orchestration infrastructure.

Code block and Mermaid diagram summarization for RAG pipelines. Uses Tree-sitter for AST parsing of 28+ languages and regex-based Mermaid parsing for diagram structure extraction.

Anthropic Claude backend provider for DocSummarizer

Local-first document summarization library using BERT embeddings, RAG, and optional LLM synthesis. Supports markdown, PDF, DOCX, and URLs. Every claim is grounded with citations. Runs entirely offline with ONNX... More information

Per-key sequential execution atom with global parallelism and optional fair scheduling.

Caches work results with sliding expiration - accessing a result resets its TTL. Results that haven't been accessed expire and are recomputed on next request.

Comprehensive pagination TagHelper library for ASP.NET Core with support for traditional paging, continuation tokens (Cosmos DB, DynamoDB), sortable headers, and multiple styling frameworks (TailwindCSS,... More information

High-quality ASCII art renderer using shape-matching algorithm based on Alex Harri's approach (https://alexharri.com/blog/ascii-rendering). Converts images and animated GIFs to ASCII art with edge detection and... More information

Meta-package that references all Mostlylucid.Ephemeral packages - bounded async execution with signals, atoms, and patterns. Install this single package to get everything.

OpenAI backend provider for DocSummarizer

Core data storage abstractions for signal-driven persistence. Provides common interfaces and configuration for file, SQLite, and PostgreSQL storage atoms.

Agentic query decomposition engine for LucidRAG: breaks complex queries into sub-queries with tool routing, glossary-aware expansion, and orchestration.

SQLite-backed resilience services (circuit breaker, API budget tracking) for DocSummarizer. Provides persistent circuit state and usage tracking across restarts.

Unified LLM provider infrastructure for LucidRAG with YAML-based configuration

Unified vector storage library with support for InMemory, DuckDB, and Qdrant backends. Used by all LucidRAG pipelines for consistent embedding storage.

Shared contracts, shards, and base types for Ephemeral taxonomy atoms (AtomKind, AtomContract, SignalDrivenAtom, MultiTaxonomyAtom).