# 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.

- Skill: `majiayu000/edge-verifier` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add majiayu000/edge-verifier`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/edge-verifier/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/edge-verifier

---


# 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

```bash
# 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`)

```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.