vector.sample

vector.sample is a command for Claude Code from stratalab/strata-core. It costs 0 tokens per session (75 once invoked), scanned A, original, Apache-2.0.

A command for retrieving a representative sample of vectors from a collection. It reports the total number of live vectors and returns a limited, evenly spaced set of entries.

In plain words
What is it for?
It helps check the size and latest contents of a vector collection using a repeatable sample of keys, embeddings, metadata, and version information.
Why use it?
It lets you inspect a large vector collection without loading every item.

Command for Claude Code

Written for Claude Code: a Claude Code command (commands/*.md).

Good fit It helps check the size and latest contents of a vector collection using a repeatable sample of keys, embeddings, metadata, and version information.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/stratalab/strata-core/vector.sample
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.

Clone the repo
git clone --depth 1 https://github.com/stratalab/strata-core

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for vector.sample

README.md
[![agentmods](https://agentmods.dev/badge/commands/stratalab/strata-core/vector.sample.svg)](https://agentmods.dev/commands/stratalab/strata-core/vector.sample)
Your own site
<a href="https://agentmods.dev/commands/stratalab/strata-core/vector.sample"><img src="https://agentmods.dev/badge/commands/stratalab/strata-core/vector.sample.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 75 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00000 $0.00075
Opus 5 $0.00000 $0.00037
Sonnet 5 $0.00000 $0.00015
Haiku 4.5 $0.00000 $0.00007

Measured 4d ago against content hash 1161a9827e25, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

vector.sample 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 4d 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.

crates/executor/idl/v1/prose/commands/vector.sample.md · 7 lines

What it actually says

Returns a deterministic representative sample of vectors from a collection: the total live count and up to count entries (default 10), evenly strided over the ordered keys. Latest state only.

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. 4d ago First seen · 7 lines · 0 tokens per session scan A 1161a9827e25

Subscribe to this mod's changes

vector.sample is a command published in the GitHub repository stratalab/strata-core (2 stars, last pushed yesterday), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 75 tokens. 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 2026-09-03.