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.
npx skills add majiayu000/claude-skill-registry --skill edge-verifier-grahama1970-agent-skills-3 --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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 .pi/skills/edge-verifier/run.sh --source_id <ID> --text "Content to verify..." # With explicit options .pi/skills/edge-verifier/run.sh --source_id <ID> --text "..." --type "episode_turn" ``` ## Scheduling (Scheduler Integration) This skill is designed to be scheduled via the `/scheduler` skill for continuous verification of new memory artifacts. ### Register with Scheduler ```bash .pi/skills/scheduler/run.sh register \ --name "edge-verify-nightly" \ --cron "0 2 * * *" \ --command ".pi/skills/edge-verifier/run.sh --batch" \ --description "Nightly edge verification" ``` Jobs and logs are stored under `~/.pi/scheduler/`. See `.pi/skills/scheduler/SKILL.md` for full options. ## Prerequisites - `.env` must expose ArangoDB credentials. - `CHUTES_API_KE
- Usage
- Manual Execution
- Scheduling (Scheduler Integration)
- Register with Scheduler
- Prerequisites
Verify edges for a specific source text With explicit options
What does the edge-verifier skill do?
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.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill edge-verifier-grahama1970-agent-skills-3 --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.