Mostlylucid.Ephemeral.Atoms.Taxonomy 2.6.3

.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher. 
dotnet add package Mostlylucid.Ephemeral.Atoms.Taxonomy --version 2.6.3
                    


                    

                
NuGet\Install-Package Mostlylucid.Ephemeral.Atoms.Taxonomy -Version 2.6.3
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package. 
<PackageReference Include="Mostlylucid.Ephemeral.Atoms.Taxonomy" Version="2.6.3" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="Mostlylucid.Ephemeral.Atoms.Taxonomy" Version="2.6.3" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Mostlylucid.Ephemeral.Atoms.Taxonomy" />
                    


                            Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package. 
paket add Mostlylucid.Ephemeral.Atoms.Taxonomy --version 2.6.3
                    


                    

                
#r "nuget: Mostlylucid.Ephemeral.Atoms.Taxonomy, 2.6.3"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package. 
#:package Mostlylucid.Ephemeral.Atoms.Taxonomy@2.6.3
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package. 
#addin nuget:?package=Mostlylucid.Ephemeral.Atoms.Taxonomy&version=2.6.3
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=Mostlylucid.Ephemeral.Atoms.Taxonomy&version=2.6.3
                    


                            Install as a Cake Tool

Mostlylucid.Ephemeral.Atoms.Taxonomy

Shared contracts and base types for the taxonomy atom kinds. This package provides the metadata vocabulary (AtomKind, AtomDeterminism, AtomPersistence, AtomBudget, AtomContract) and the SignalDrivenAtom base class that the individual atom packages build on.

WARNING - This is still in the 1.x lab phase; APIs may change.

Installation

dotnet add package mostlylucid.ephemeral.atoms.taxonomy

Included types

  • AtomKind
  • AtomDeterminism
  • AtomPersistence
  • AtomBudget
  • AtomContract
  • ITaxonomyShard
  • TaxonomyShard
  • Shard definitions (SensorShard, ExtractorShard, EmbedderShard, RetrieverShard, ProposerShard, ConstrainerShard, RankerShard, RendererShard, CoordinatorShard, FeedbackShard, EscalatorShard, GuardShard)
  • SignalDrivenAtom
  • MultiTaxonomyAtom

Atom packages

  • mostlylucid.ephemeral.atoms.taxonomy.sensor
  • mostlylucid.ephemeral.atoms.taxonomy.extractor
  • mostlylucid.ephemeral.atoms.taxonomy.embedder
  • mostlylucid.ephemeral.atoms.taxonomy.retriever
  • mostlylucid.ephemeral.atoms.taxonomy.proposer
  • mostlylucid.ephemeral.atoms.taxonomy.constrainer
  • mostlylucid.ephemeral.atoms.taxonomy.ranker
  • mostlylucid.ephemeral.atoms.taxonomy.renderer
  • mostlylucid.ephemeral.atoms.taxonomy.coordinator
  • mostlylucid.ephemeral.atoms.taxonomy.feedback
  • mostlylucid.ephemeral.atoms.taxonomy.guard

Usage

using Mostlylucid.Ephemeral.Atoms.Taxonomy;

var contract = AtomContract.Create(
    AtomKind.Ranker,
    AtomDeterminism.Deterministic,
    AtomPersistence.EphemeralOnly,
    name: "ranker.fusion",
    reads: new[] { "signals", "feedback" },
    writes: new[] { "candidates" });

Atom kinds are extensible:

var customKind = AtomKind.Register("deterministic-escalator");
var customContract = AtomContract.Create(
    customKind,
    AtomDeterminism.Deterministic,
    AtomPersistence.DirectWriteAllowed);

Multi-kind composition uses taxonomy shards:

var shards = new[]
{
    TaxonomyShard.Create<CoordinatorShard>(),
    TaxonomyShard.Create<EscalatorShard>()
};

await using var multi = new MultiTaxonomyAtom<string, int>(
    new SignalSink(),
    async (input, ct) => input.Length,
    shards);
Product Compatible and additional computed target framework versions.
.NET net8.0 is compatible.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed.  net9.0 is compatible.  net9.0-android was computed.  net9.0-browser was computed.  net9.0-ios was computed.  net9.0-maccatalyst was computed.  net9.0-macos was computed.  net9.0-tvos was computed.  net9.0-windows was computed.  net10.0 is compatible.  net10.0-android was computed.  net10.0-browser was computed.  net10.0-ios was computed.  net10.0-maccatalyst was computed.  net10.0-macos was computed.  net10.0-tvos was computed.  net10.0-windows was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages (14)

Showing the top 5 NuGet packages that depend on Mostlylucid.Ephemeral.Atoms.Taxonomy:

Package Downloads
mostlylucid.botdetection

DEPRECATION NOTICE: This package will be renamed to 'stylobot' on June 1 2025. Version 7.0 will publish under the new name with a Stylobot.* namespace. See https://github.com/scottgal/stylobot/blob/main/docs/migration-v7.md Bot detection middleware for ASP.NET Core applications with behavioral analysis, header inspection, IP-based detection, and optional LLM-based classification.
mostlylucid.ephemeral.complete

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

Deterministic renderer atom that turns decisions into output artifacts.
Mostlylucid.Ephemeral.Atoms.Taxonomy.Coordinator

Deterministic coordinator atom that plans and orchestrates work.
Mostlylucid.Ephemeral.Atoms.Taxonomy.Ranker

Deterministic ranker atom that re-scores and re-orders candidates.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated
2.6.3 1,699 5/22/2026
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