A command that skips the normal five-entity preview in a prospecting workflow and runs the request at full scale. Prospecting means finding and enriching information about potential business contacts or customers.

Use it for one request when you want the full prospecting workflow immediately, then save the resulting CSV in the working directory.

It removes the approval pause when you already know you want the complete result instead of a small sample first.

skip_sample — Command for coding agents by explorium-ai: A command that skips the normal five-entity preview in…

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/explorium-ai/vibeprospecting-plugin/skip_sample

Clone the repo

git clone --depth 1 https://github.com/explorium-ai/vibeprospecting-plugin

Or install vpai, the plugin that ships this one along with the rest of its 1 skill, 1 command.

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.

README.md

[![agentmods](https://agentmods.dev/badge/commands/explorium-ai/vibeprospecting-plugin/skip_sample.svg)](https://agentmods.dev/commands/explorium-ai/vibeprospecting-plugin/skip_sample)

Your own site

<a href="https://agentmods.dev/commands/explorium-ai/vibeprospecting-plugin/skip_sample"><img src="https://agentmods.dev/badge/commands/explorium-ai/vibeprospecting-plugin/skip_sample.svg" alt="Measured on agentmods" height="20"></a>

Per session 21 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 298 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.

Model	Per session	Once invoked
Fable 5	$0.00021	$0.00298
Opus 5	$0.00010	$0.00149
Sonnet 5	$0.00004	$0.00060
Haiku 4.5	$0.00002	$0.00030

Measured 4d ago against content hash e56b23ccde42, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

skip_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.

commands/skip_sample.md · 24 lines

What it actually says

Skip sample (this request only)

Hosts: Claude Code, Codex, OpenClaw, and other CLI hosts only (claude-code.md, codex.md, openclaw.md, other.md). Not Claude Chat or Cowork — those have no Sample Gate.

The user's query is:

$ARGUMENTS

First: load the normal Vibe Prospecting skill (vibe-prospecting / /vpai:vibe-prospecting), detect the host, and read the matching CLI platform guide. Follow that skill for install, auth, schema discovery, autocomplete, chaining, and export rules.

Then, for this user turn only, override Sample Gate:

Do not run the 5-entity sample preview.
Do not wait for approval before full scale.
Run the complete prospecting workflow at the user's requested scale immediately.
This does not persist — later messages without an explicit skip return to sample-first mode.
After full scale, copy csv_path to the working directory with a proper name based on the user's question.

Treat $ARGUMENTS as the normal prospecting request. If $ARGUMENTS is empty, ask what they want to fetch or enrich at full scale.

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.

4d ago First seen · 24 lines · 21 tokens per session scan A e56b23ccde42

Subscribe to this mod's changes

skip_sample is a command published in the GitHub repository explorium-ai/vibeprospecting-plugin (27 stars, last pushed 14d ago), licensed MIT. It adds 21 tokens to every session and 298 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.

ai b2b-leads b2b-sales claude claude-code cowork

skip_sample

Getting it into your agent

Wrote this? Show the measurements

What it costs to keep this loaded

Grade A, and why

Nothing flagged

What it actually says

Skip sample (this request only)

What this file has done since we first saw it

Other commands, from other repositories

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