A procedure for creating realistic sample records for development, testing, demos, and stress tests. Seed data is example information placed in a database so an application can be tested before real users provide data.

Use it to populate databases, create demo accounts and records, generate edge cases, and prepare data for automated tests or high-load testing.

It prevents testing with only a few unrealistic records and helps expose missing cases across the product's data and user flows.

smoke — Skill for Claude Code by VoxTechnologies

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo

git clone --depth 1 https://github.com/VoxTechnologies/transmute-framework

agentmods

npx agentmods add skills/voxtechnologies/transmute-framework/smoke

Made for: Claude Code.

Or install transmuter, the plugin that ships this one along with the rest of its 23 skills, 1 command, 7 agents.

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/skills/voxtechnologies/transmute-framework/smoke.svg)](https://agentmods.dev/skills/voxtechnologies/transmute-framework/smoke)

Your own site

<a href="https://agentmods.dev/skills/voxtechnologies/transmute-framework/smoke"><img src="https://agentmods.dev/badge/skills/voxtechnologies/transmute-framework/smoke.svg" alt="Measured on agentmods" height="20"></a>

Per session 94 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,571 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 1 finding. 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.

Model	Per session	Once invoked
Fable 5.1	$0.00094	$0.02571
Opus 5	$0.00047	$0.01286
Sonnet 5	$0.00019	$0.00514
Haiku 4.5	$0.00009	$0.00257

Measured 7d ago against content hash e2fa1e736962, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

smoke scanned grade A with 1 finding 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 7d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

1. Verify the production URL is accessible and responding. Check with `curl -sI <production-url> | head -1` (expect HTTP 200 or 301/302). If unreachable, STOP and verify deployment status.

skills/smoke/SKILL.md · 130 lines

How it starts

The opening of the file, as written. The whole thing — 130 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Production Smoke Verification — Stage 7V

Read the detailed guide at ${CLAUDE_SKILL_ROOT}/references/smoke-detailed-guide.md for the full verification checklist, report template, known failure patterns, and rollback guidance. Read ${CLAUDE_SKILL_ROOT}/references/feature-scenario-generation.md for the scenario generation algorithm.

Prerequisites

Verify the production URL is accessible and responding. Check with curl -sI <production-url> | head -1 (expect HTTP 200 or 301/302). If unreachable, STOP and verify deployment status.
Check ./plancasting/_launch/readiness-report.md exists. If it shows FAIL, stop and report the blocker. If READY or CONDITIONAL PASS with documented minor issues, proceed. If it does not exist, proceed but note in the report: "Stage 6H pre-launch verification was not completed."
If 6R was run, verify ./plancasting/_audits/runtime-remediation/report.md shows PASS or CONDITIONAL PASS. If FAIL, STOP — 6R must pass before Stage 7.
Verify ./plancasting/_audits/visual-verification/report.md or ./plancasting/_audits/visual-polish/report.md exists. Warn if neither is found.
Verify scenario generation file exists: ./plancasting/transmute-framework/feature_scenario_generation.md. If missing, copy from the Transmute Framework Template directory. See CLAUDE.md § "Pre-6V Setup" for copy instructions.

Create output directories:

mkdir -p ./plancasting/_audits/production-smoke
mkdir -p ./screenshots/production

Read CLAUDE.md, plancasting/tech-stack.md, and check plancasting/tech-stack.md for the Session Language setting. Generate all reports in the specified language.

Inputs

Production URL: The live application URL
Scenario Generation Guide: ${CLAUDE_SKILL_ROOT}/references/feature-scenario-generation.md (if not available, use PRD files directly)
6V Scenario Matrix (if exists): ./plancasting/_audits/visual-verification/feature-scenario-matrix.md
6V Report: ./plancasting/_audits/visual-verification/report.md
6R Report (if exists): ./plancasting/_audits/runtime-remediation/report.md
6P/6P-R Report (if exists): ./plancasting/_audits/visual-polish/report.md
PRD files: ./plancasting/prd/02-feature-map-and-prioritization.md, 04-epics-and-user-stories.md, 06-user-flows.md, 07-information-architecture.md, 08-screen-specifications.md
Tech Stack: ./plancasting/tech-stack.md
E2E Config: ./playwright.config.ts, ./e2e/constants.ts

Read the full file on GitHub · 130 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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.

7d ago First seen · 130 lines · 94 tokens per session scan A e2fa1e736962

Subscribe to this mod's changes

smoke is a skill published in the GitHub repository VoxTechnologies/transmute-framework (4 stars, last pushed 1mo ago), licensed MIT. It adds 94 tokens to every session and 2,571 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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