explore

A command for exploring a Weaviate collection, which is a named group of stored data in the Weaviate search database. It reports property statistics and shows sample records.

In plain words
What is it for?
Use it to inspect collections such as Articles or Products, review field metrics, and display a chosen number of sample objects.
Why use it?
It gives a quick view of how much data a collection contains, what its fields look like, and which values appear most often. It requires a Weaviate URL and API key.

Command

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add commands/weaviate/agent-skills/explore
Clone the repo
git clone --depth 1 https://github.com/weaviate/agent-skills
Per session 15 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 260 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00015 $0.00260
Opus 5 $0.00008 $0.00130
Sonnet 5 $0.00003 $0.00052
Haiku 4.5 $0.00002 $0.00026

Measured 2d ago against content hash cee87e252fd1, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

explore scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

commands/explore.md · 42 lines

What it actually says

Weaviate Explore Collection

Explore data within a Weaviate collection, providing statistical metrics for properties and a sample of objects.

Usage

/weaviate:explore "CollectionName"
/weaviate:explore "CollectionName" limit 5

Workflow

  1. Parse the collection name and optional limit arguments.
  2. Run the explore collection script:
    uv run ${CLAUDE_PLUGIN_ROOT}/skills/weaviate/scripts/explore_collection.py "COLLECTION_NAME" --limit 5
    
  3. Display the results, including:
    • Total object count
    • Property metrics (count, min, max, mean, top occurrences, etc.)
    • Sample objects in a table format

Examples

/weaviate:explore "Articles"
/weaviate:explore "Products" limit 10

Environment

Requires:

  • WEAVIATE_URL: Weaviate Cloud cluster URL
  • WEAVIATE_API_KEY: API key for authentication
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 42 lines · 15 tokens per session scan A cee87e252fd1

Subscribe to this mod's changes

explore is a command published in the GitHub repository weaviate/agent-skills (103 stars, last pushed 2mo ago), licensed BSD-3-Clause. It adds 15 tokens to every session and 260 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.