ingesting-dms

Convert Discord DM exports into structured user canvases with quotes and hypotheses.

Updated Feb 17, 2026

Search Tags:#provenance #canvas #hypotheses #journeys #dm #score-api #wallet-resolution

Ready to run

npx skills add https://github.com/0xHoneyJar/construct-observer --skill ingesting-dms

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ingesting-dms
Source: https://github.com/0xHoneyJar/construct-observer/tree/main/skills/ingesting-dms
Command: npx skills add https://github.com/0xHoneyJar/construct-observer --skill ingesting-dms

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Automates turning a single-user direct message export into a structured, enriched User Truth Canvas, saving time and enabling rapid hypothesis generation.

Core Features & Use Cases

Import a Discord DM export for a single user and produce an enriched User Truth Canvas with pre-populated quotes, skeleton hypotheses, and journey fragments.
Resolve the user wallet, pull their Score API profile when available, and emit a provenance-tracked canvas ready for analysis.
Can process either a Discord DM export (CSV/text) or pasted transcripts, with optional batch workflows for multiple users.

Quick Start

Run /ingest-dm with the path to a DM export to generate an enriched User Truth Canvas.

Frequently Asked Questions about ingesting-dms

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I convert a Discord DM export into structured user journey fragments?▼

Ingesting a Discord DM export automatically populates a User Truth Canvas with pre-populated quotes, skeleton hypotheses, and journey fragments for analysis.

Can I use pasted transcripts to generate hypotheses instead of a full Discord export?▼

Yes, generating hypotheses from pasted transcripts is supported. You can process either a full Discord DM export or pasted text to create a reusable canvas scaffold for analysis.

Does wallet resolution pull a Score API profile during DM ingestion?▼

Wallet resolution fetches a Score API profile during DM ingestion when available. It resolves the user wallet and enriches the provenance-tracked canvas with profile data.

What is provenance gating for canvas hypothesis generation?▼

Provenance gating for canvas hypothesis generation is a workflow checkpoint that validates the origin source of ingested DM data before populating the User Truth Canvas for downstream analytics.

Is there a batch workflow for ingesting DMs from multiple users?▼

Batch workflows for ingesting DMs from multiple users are supported. You can process multiple single-user Discord exports sequentially to generate enriched User Truth Canvases.

What limitations exist when importing Discord DMs to enrich canvases?▼

Limitations when importing Discord DMs to enrich canvases include single-user export restrictions and optional Score API enrichment dependency on successful wallet resolution.