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@clsandoval
clsandoval / slack-user-token-guide.md
Created January 17, 2026 06:18
How to get a Slack User Token for Cheerful integration

How to Get Your Slack User Token

This guide walks you through creating a Slack app and getting a User Token so we can access your Slack data.

Time needed: ~5 minutes


Step 1: Create a Slack App

@clsandoval
clsandoval / test_gist.md
Created January 17, 2026 06:11
Test gist from Claude Code

Test Gist

This is a test gist created via the GitHub CLI from Claude Code.

Created: 2025-01-17 Via: gh CLI

Purpose

Testing that the GitHub token is working correctly for gist creation.

@clsandoval
clsandoval / langmem-backtest-experiment-plan.md
Created January 16, 2026 09:10
LangMem Backtest Experiment Plan - Discord message ingestion and memory behavior analysis

LangMem Backtest Experiment Plan

📋 Overview

This document outlines an experiment to validate LangMem memory behavior using real Discord message data. We will ingest one week of Discord messages through a LangMem-enabled Claude Agent SDK session and analyze how memories accumulate, update, and supersede each other across different scoping strategies.


🎯 Objectives

@clsandoval
clsandoval / 11_LANGMEM_INTEGRATION_SIMPLIFIED.md
Created January 16, 2026 09:06
Simplified LangMem Integration - Single Claude Agent Architecture

LangMem Integration (Simplified)

The simplest path: Single Claude Agent + LangMem MCP Tools


The Mental Model

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@clsandoval
clsandoval / 00_COMPETITOR_OVERVIEW.md
Created January 16, 2026 09:01
Decision AI Architecture Analysis v4 - Comprehensive documentation including LangMem integration strategy

Competitor Overview

Comprehensive analysis of 26 competitor repositories analyzed for Decision AI product positioning


Executive Summary

This document provides a structured overview of all competitors analyzed during our research phase. Each competitor is categorized by market segment, with detailed profiles including value propositions, target audiences, key features, and user journey diagrams.

@clsandoval
clsandoval / 11_LANGMEM_INTEGRATION.md
Created January 16, 2026 09:00
LangMem Integration Analysis for Decision AI

LangMem Integration Strategy

How Decision AI can leverage LangMem for intelligent memory management across voice sessions, Decision Packs, and multi-agent orchestration


Executive Summary

Why LangMem?

@clsandoval
clsandoval / 00_COMPETITOR_OVERVIEW.md
Created January 16, 2026 08:42
Decision AI Competitive Analysis v3 - Updated with Multi-Platform Strategy (KEY USP)

Competitor Overview

Comprehensive analysis of 26 competitor repositories analyzed for Decision AI product positioning


Executive Summary

This document provides a structured overview of all competitors analyzed during our research phase. Each competitor is categorized by market segment, with detailed profiles including value propositions, target audiences, key features, and user journey diagrams.

@clsandoval
clsandoval / 00_COMPETITOR_OVERVIEW.md
Created January 16, 2026 08:27
Decision AI Competitive Analysis v3

Competitor Overview

Comprehensive analysis of 26 competitor repositories analyzed for Decision AI product positioning


Executive Summary

This document provides a structured overview of all competitors analyzed during our research phase. Each competitor is categorized by market segment, with detailed profiles including value propositions, target audiences, key features, and user journey diagrams.

@clsandoval
clsandoval / 00_COMPETITOR_OVERVIEW.md
Created January 16, 2026 08:06
Decision AI Analysis v3 - Competitor Overview, Pack Manifest Format, Artifact Output Patterns

Competitor Overview

Comprehensive analysis of 26 competitor repositories analyzed for Decision AI product positioning


Executive Summary

This document provides a structured overview of all competitors analyzed during our research phase. Each competitor is categorized by market segment, with detailed profiles including value propositions, target audiences, key features, and user journey diagrams.

@clsandoval
clsandoval / 00_COMPETITOR_OVERVIEW.md
Created January 16, 2026 07:25
Decision Orchestrator Analysis - Updated to reflect actual codebase state (January 2025)

Competitor Overview

Comprehensive analysis of 26 competitor repositories analyzed for Decision AI product positioning


Executive Summary

This document provides a structured overview of all competitors analyzed during our research phase. Each competitor is categorized by market segment, with detailed profiles including value propositions, target audiences, key features, and user journey diagrams.