Agent skill
edge-verifier
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.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/edge-verifier
Metadata
Additional technical details for this skill
- short description
- KNN + LLM verification for KG edges
SKILL.md
Edge Verifier
This skill links new content to the existing Knowledge Graph by:
- Recall: Running a KNN/Hybrid search (
graph_memory.search) to find potential related lessons. - Verify: Using
scillm(LLM) to audit the relationship, classifying it asverifies,contradicts, orneutral. - Link: Creating verified
lesson_edgesin 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
- Link Skill: Ensure
momcan see this skill.bashln -s $(pwd)/.agents/skills/edge-verifier ~/.pi/mom/data/skills/edge-verifier - 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
.envmust expose ArangoDB credentials.CHUTES_API_KEYfor LLM calls.
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