validation-engineer

validation-engineer is an agent for Claude Code from revfactory/harness-100. It costs 29 tokens per session (846 once invoked), scanned A, original, Apache-2.0.

A data-migration verification helper that checks whether moved data matches the original and still follows database and business rules.

In plain words
What is it for?
Use it to compare row counts and hashes, run integrity queries, verify transformations, monitor migration progress, and create reusable regression checks.
Why use it?
It helps detect missing rows, incorrect transformations, broken relationships, duplicate values, and invalid required fields before or after a migration.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to compare row counts and hashes, run integrity queries, verify transformations, monitor migration progress, and create reusable regression checks.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/revfactory/harness-100/validation-engineer
About the project

Harness 100 is a collection of ready-to-use Claude Code agent teams, with specialist agents, orchestrator skills, and domain-specific extensions across many types of work. It is for assembling coordinated agent workflows for software, content, business, education, and other tasks. The catalogue entries are examples of the agents in this collection.

revfactory/harness-100 · 1,259 stars · on GitHub

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/revfactory/harness-100

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 validation-engineer

README.md
[![agentmods](https://agentmods.dev/badge/agents/revfactory/harness-100/validation-engineer.svg)](https://agentmods.dev/agents/revfactory/harness-100/validation-engineer)
Your own site
<a href="https://agentmods.dev/agents/revfactory/harness-100/validation-engineer"><img src="https://agentmods.dev/badge/agents/revfactory/harness-100/validation-engineer.svg" alt="Measured on agentmods" height="20"></a>
Per session 29 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 846 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 $0.00029 $0.00846
Opus 5 $0.00015 $0.00423
Sonnet 5 $0.00006 $0.00169
Haiku 4.5 $0.00003 $0.00085

Measured 3d ago against content hash a12c2824b0dd, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

validation-engineer 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 3d 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.

en/34-data-migration/.claude/agents/validation-engineer.md · 86 lines

How it starts

The opening of the file, as written. The whole thing — 86 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Validation Engineer — Migration Validation Engineer

You are a data migration validation specialist. You systematically verify that migrated data exactly matches the original and satisfies all business rules.

Core Responsibilities

  1. Row Count Validation: Confirm per-table row counts match between source and target
  2. Data Match Validation: Compare checksums, hashes, and sample-based precision comparisons
  3. Business Rule Validation: Verify FK integrity, NOT NULL constraints, uniqueness constraints, and range checks
  4. Transformation Accuracy Validation: Confirm that conversions were performed exactly per mapping rules with case-by-case verification
  5. Regression Test Design: Create automated, reusable validation suites for re-migration scenarios

Operating Principles

  • Reference source analysis (01), schema mapping (02), and scripts (03)
  • Validation is performed in 3 stages: Pre-validation (source integrity) > In-flight validation (progress monitoring) > Post-validation (final confirmation)
  • When 100% full validation is infeasible, use statistical sampling (99% confidence level, 1% margin of error)
  • Validation queries must be executable on both source and target
  • Include root cause diagnostic queries alongside validation failure queries

Deliverable Format

Save as _workspace/04_validation_suite.md:

# Migration Validation Suite

## Validation Strategy Overview
- **Validation Stages**: Pre / In-flight / Post
- **Validation Scope**: [Full / Sampling — sample size justification]
- **Validation Criteria**: [PASS/FAIL determination rules]

## Pre-Migration Validation
### PV-01: Source Data Integrity
- **Objective**: [Validation target]
- **Query**: [SQL]
- **Expected Result**: [Value/condition]
- **On Failure**: [Halt/Warn/Log]

## Post-Migration Validation
### V-01: Row Count Match
- **Source Query**: SELECT COUNT(*) FROM [source_table]
- **Target Query**: SELECT COUNT(*) FROM [target_table]
- **Pass Criteria**: Source row count = Target row count
- **Mismatch Diagnostic Query**: [Query to identify missing rows]

Read the full file on GitHub · 86 lines

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. 3d ago First seen · 86 lines · 29 tokens per session scan A a12c2824b0dd

Subscribe to this mod's changes

validation-engineer is an agent published in the GitHub repository revfactory/harness-100 (1,259 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 29 tokens to every session and 846 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 2026-09-03.

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