building-with-decision-models

v0.1.0

Unofficial Codex skill for building with decision models (System One models) such as TypeSafe Jev, Cloudflare Clef, Perplexity pplx-decider, Databricks ai_decide, and local Ollama models: typed Choice/Score/Noul decisions, calibrated-confidence routing, provider differences, and community prior art sorted by implementation shape.

CodexClaude CodeAgent Plugins1 Skill

By aaddrickLicense: MIT2 GitHub starsUpdated last week

Directory evidence

Runtimes: Codex, Claude Code, and Agent Plugins
Parsed components: 1 skill or MCP entry
Source updated: Oct 10, 2026
Manifest status: Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install building-with-decision-models for Codex and Claude Code

Installs for the current user

codex plugin marketplace add IchenDEV/agent-plugin-mkt
codex plugin marketplace upgrade agent-plugin-marketplace
codex plugin add building-with-decision-models@agent-plugin-marketplace

Paste and run these commands in a terminal with Codex. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually

$ git clone https://github.com/aaddrick/building-with-decision-models

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The repository root is the plugin root.

Plugin files

building-with-decision-models/

├── .codex-plugin/plugin.json
├── .claude-plugin/plugin.json
├── plugin.json
└── skills/building-with-decision-models/SKILL.md

Included Skills1

building-with-decision-modelsskills/building-with-decision-models/SKILL.md

Use when code needs a judgment about natural language that rules or regex cannot make (classify, route, triage, moderate, score, rank, match, dedupe, filter, extract, verify, or gate an action), when brainstorming where AI could fit in an app, when an LLM call exists only to pick a label, score, or yes/no, or when code uses a decision model or System One model such as TypeSafe Jev, Cloudflare Clef, Perplexity pplx-decider, Microsoft-Decision-1 on Microsoft Foundry, Databricks ai_decide, Ollama's /v1/systemone (Nimble, Tev1, Kev), Laya, Strands Decider, CLM, typesafe-sdk, or @typesafe-ai/sdk.

Plugin manifests3

.codex-plugin/plugin.json

{
  "name": "building-with-decision-models",
  "version": "0.1.0",
  "description": "Unofficial Codex skill for building with decision models (System One models) such as TypeSafe Jev, Cloudflare Clef, Perplexity pplx-decider, Databricks ai_decide, and local Ollama models: typed Choice/Score/Noul decisions, calibrated-confidence routing, provider differences, and community prior art sorted by implementation shape.",
  "author": {
    "name": "aaddrick",
    "url": "https://github.com/aaddrick"
  },
  "homepage": "https://github.com/aaddrick/building-with-decision-models",
  "repository": "https://github.com/aaddrick/building-with-decision-models",
  "license": "MIT",
  "keywords": [
    "decision-models",
    "system-one",
    "jev",
    "clef",
    "pplx-decider",
    "laya",
    "kev",
    "nimble",
    "clm",
    "openai-decisions",
    "strands-decider",
    "ai-decide",
    "ollama",
    "classification",
    "structured-output",
    "codex"
  ],
  "skills": "./skills/",
  "interface": {
    "displayName": "Building with Decision Models",
    "shortDescription": "Typed decisions with calibrated confidence, on any provider",
    "longDescription": "Write correct decision-model integrations on Jev, Clef, pplx-decider, Databricks ai_decide, or a local Ollama model: pick Choice, Score, or Noul; batch speculative questions in one call; route on confidence; handle provider differences and re-tune thresholds when models change; and find prior art, each pattern with a code sketch, before designing something new.",
    "developerName": "aaddrick",
    "category": "Coding",
    "capabilities": [
      "Instructions"
    ],
    "websiteURL": "https://github.com/aaddrick/building-with-decision-models",
    "defaultPrompt": [
      "Use building-with-decision-models to replace this LLM classification call with a decision model.",
      "Find prior art for a decision-model design before we build it.",
      "Help me move this Jev integration to another provider without breaking its thresholds."
    ],
    "brandColor": "#B45309"
  }
}

.claude-plugin/plugin.json

{
  "name": "building-with-decision-models",
  "version": "0.1.0",
  "description": "Unofficial skill for building with decision models (System One models) such as TypeSafe Jev, Cloudflare Clef, Perplexity pplx-decider, Databricks ai_decide, and local Ollama models: typed Choice/Score/Noul decisions, calibrated-confidence routing, provider differences, and community prior art sorted by implementation shape.",
  "author": {
    "name": "aaddrick",
    "url": "https://github.com/aaddrick"
  },
  "homepage": "https://github.com/aaddrick/building-with-decision-models",
  "repository": "https://github.com/aaddrick/building-with-decision-models",
  "license": "MIT",
  "keywords": [
    "decision-models",
    "system-one",
    "jev",
    "clef",
    "pplx-decider",
    "laya",
    "kev",
    "nimble",
    "clm",
    "openai-decisions",
    "strands-decider",
    "ai-decide",
    "ollama",
    "classification",
    "structured-output",
    "agent-skill"
  ]
}

plugin.json

{
  "$schema": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",
  "name": "building-with-decision-models",
  "version": "0.1.0",
  "description": "Unofficial skill for building with decision models (System One models) such as TypeSafe Jev, Cloudflare Clef, Perplexity pplx-decider, Databricks ai_decide, and local Ollama models: typed Choice/Score/Noul decisions, calibrated-confidence routing, provider differences, and community prior art sorted by implementation shape.",
  "author": {
    "name": "aaddrick",
    "url": "https://github.com/aaddrick"
  },
  "homepage": "https://github.com/aaddrick/building-with-decision-models",
  "repository": "https://github.com/aaddrick/building-with-decision-models",
  "license": "MIT"
}

For maintainers

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[building-with-decision-models on Agent Plugins Marketplace](https://pluginsmp.com/plugins/building-with-decision-models)