name: edge-verifier
description: >
Verifies relationships between a source text (e.g. Episode, Task) and existing Knowledge Graph lessons.
Runs KNN/Hybrid search to find candidates, then uses LLM (scillm) to verify "verifies", "contradicts",
or "related" stances with strict rationales.
allowed-tools: Bash, Mom
triggers:
- verify edges
- link content
- generate relationships
- schedule verification
metadata:
short-description: KNN + LLM verification for KG edges

Edge Verifier

This skill links new content to the existing Knowledge Graph by:

1. Recall: Running a KNN/Hybrid search (graph_memory.search) to find potential related lessons.
2. Verify: Using scillm (LLM) to audit the relationship, classifying it as verifies, contradicts, or neutral.
3. Link: Creating verified lesson_edges in ArangoDB.

Usage

Manual Execution

# Verify edges for a specific source text
.agents/skills/edge-verifier/run.sh --source_id <ID> --text "Content to verify..."

# With explicit options
.agents/skills/edge-verifier/run.sh --source_id <ID> --text "..." --type "episode_turn"

Scheduling (Mom Integration)

This skill is designed to be scheduled via mom (Master Of Mischief) to ensure continuous verification of new memory artifacts.

To schedule this, copy the provided schedule_template.json to mom's events directory (e.g., data/events/).

Template (schedule_template.json)

{
  "type": "periodic",
  "channelId": "YOUR_CHANNEL_ID",
  "text": "Run .agents/skills/edge-verifier/run.sh on recent data",
  "schedule": "0 2 * * *",
  "timezone": "America/New_York"
}

Setup Steps for Mom

1. Link Skill: Ensure mom can see this skill.
   bash ln -s $(pwd)/.agents/skills/edge-verifier ~/.pi/mom/data/skills/edge-verifier
2. Schedule: Copy the template.
   bash cp .agents/skills/edge-verifier/schedule_template.json ~/.pi/mom/data/events/verify-daily.json # Edit the channelId in the new file!

Prerequisites

• .env must expose ArangoDB credentials.
• CHUTES_API_KEY for LLM calls.