Skill

your-domain-name

Interacts with TypeDB databases to list entities, ingest and analyze domain data, recognize schema gaps, and file issues for schema evolution using Python scripts.

Python

Bash

database

data-engineering

npx claudepluginhub sciknow-io/skillful-alhazen --plugin tech-recon

Tool Access

This skill uses the workspace's default tool permissions.

Preview

Use this skill to [describe primary use case]. Claude acts as [describe Claude's role in this domain].

Supporting Assets

README.mdUSAGE.mdpipelines/pipeline_template.pyschema.tqlschema/eval_schema_template.yamlskill.yamltemplate.py

SKILL.md

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Stars9

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Last CommitApr 28, 2026

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Your Domain Name Skill

Use this skill to [describe primary use case]. Claude acts as [describe Claude's role in this domain].

When to use: [Triggers: "ingest [item]", "analyze [item]", "show [entity]", ...]

Prerequisites

TypeDB must be running: make db-start
Dependencies installed: uv sync --all-extras (from project root)
Schema loaded: run make build-db after adding your schema.tql

Environment Variables

TYPEDB_HOST: TypeDB server (default: localhost)
TYPEDB_PORT: TypeDB port (default: 1729)
TYPEDB_DATABASE: Database name (default: alhazen_notebook)

Quick Start

uv run python .claude/skills/<your-domain>/<your-domain>.py list-entities

Schema Gap Recognition

During sensemaking, if you encounter a concept, relationship, or entity type that has no place in the current TypeDB schema, that is a schema gap — a signal for schema evolution, not a failure.

When you notice a schema gap:

Complete as much as possible with the current schema (partial knowledge > none)
Immediately file a gap issue:

uv run python local_resources/skilllog/skill_logger.py file-schema-gap \
  --skill <this-skill-name> \
  --concept "<the concept you tried to represent>" \
  --missing "<which TypeDB entity/relation/attribute is absent>" \
  --suggested "<proposed TypeQL addition, or 'unknown' if unsure>"

Examples of schema gaps:

A paper has a methodology section but there's no methodology attribute on scilit-paper
A job posting mentions a work arrangement type that isn't in the schema
A disease has a phenotype frequency that can't be attached to the current relation

Use --dry-run first to review the issue before filing it.

Command Output Pattern

uv run emits a VIRTUAL_ENV warning to stderr. Always use 2>/dev/null when piping output to a JSON parser — never 2>&1, which merges the warning into stdout and breaks JSON parsing.

Before executing any commands, read USAGE.md in this directory for the complete command reference, workflows, and data model.