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

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)

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.

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

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

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.

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.

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

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

A lightweight ASP.NET Core middleware for generating realistic mock API responses using local LLMs (via Ollama). Supports REST, GraphQL, SSE streaming, SignalR real-time data, gRPC, and OpenAPI specs. NEW in... More information

Collects items into batches by size or time interval before processing.

Minimal atom wrapper for fixed-concurrency work pipelines with stats tracking.

Safe SQLite single-writer access with mini CQRS pattern. Keyed by connection string with cached read access and serialized writes.

Atom that pauses or cancels intake based on ambient signals (circuit-breaker pattern).

Wraps work with bounded retry and backoff semantics.

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