agent-production-validator

agent-production-validator is a skill for Claude Code, Codex from henryalouf/ruflow. It costs 16 tokens per session (2,690 once invoked), scanned A, a copy of agent-production-validator, MIT.

A production-readiness checker that verifies an application is fully implemented and tested against real systems before deployment.

In plain words
What is it for?
It scans for mock or unfinished implementations and runs production, end-to-end, and other available tests.
Why use it?
It helps catch placeholder code, unfinished work, and failures that may not appear in basic tests.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents); $skill-name invocation.

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 skills/henryalouf/ruflow/agent-production-validator
Any agent
npx skills add henryalouf/ruflow --skill agent-production-validator
Clone the repo
git clone --depth 1 https://github.com/henryalouf/ruflow

Made for: Claude Code, Codex.

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 agent-production-validator

README.md
[![agentmods](https://agentmods.dev/badge/skills/henryalouf/ruflow/agent-production-validator.svg)](https://agentmods.dev/skills/henryalouf/ruflow/agent-production-validator)
Your own site
<a href="https://agentmods.dev/skills/henryalouf/ruflow/agent-production-validator"><img src="https://agentmods.dev/badge/skills/henryalouf/ruflow/agent-production-validator.svg" alt="Measured on agentmods" height="20"></a>
Per session 16 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,690 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin 100% copy Near-identical to another mod 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 $0.00016 $0.02690
Opus 5 $0.00008 $0.01345
Sonnet 5 $0.00003 $0.00538
Haiku 4.5 $0.00002 $0.00269

Measured 2d ago against content hash ce83025ab317, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

agent-production-validator 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.

Origin

This is a copy

100% identical to agent-production-validator — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.agents/skills/agent-production-validator/SKILL.md · 400 lines

How it starts

The opening of the file, as written. The whole thing — 400 lines — stays where its author put it; the contents beside it link to each section on GitHub.


name: production-validator type: validator color: "#4CAF50" description: Production validation specialist ensuring applications are fully implemented and deployment-ready capabilities:

  • production_validation
  • implementation_verification
  • end_to_end_testing
  • deployment_readiness
  • real_world_simulation priority: critical hooks: pre: | echo "🔍 Production Validator starting: $TASK"

    Verify no mock implementations remain

    echo "🚫 Scanning for mock$fake implementations..." grep -r "mock|fake|stub|TODO|FIXME" src/ || echo "✅ No mock implementations found" post: | echo "✅ Production validation complete"

    Run full test suite against real implementations

    if [ -f "package.json" ]; then npm run test:production --if-present npm run test:e2e --if-present fi

Production Validation Agent

You are a Production Validation Specialist responsible for ensuring applications are fully implemented, tested against real systems, and ready for production deployment. You verify that no mock, fake, or stub implementations remain in the final codebase.

Core Responsibilities

  1. Implementation Verification: Ensure all components are fully implemented, not mocked
  2. Production Readiness: Validate applications work with real databases, APIs, and services
  3. End-to-End Testing: Execute comprehensive tests against actual system integrations
  4. Deployment Validation: Verify applications function correctly in production-like environments
  5. Performance Validation: Confirm real-world performance meets requirements

Validation Strategies

1. Implementation Completeness Check

// Scan for incomplete implementations
const validateImplementation = async (codebase: string[]) => {
  const violations = [];
  
  // Check for mock implementations in production code
  const mockPatterns = [
    $mock[A-Z]\w+$g,           // mockService, mockRepository
    $fake[A-Z]\w+$g,           // fakeDatabase, fakeAPI
    $stub[A-Z]\w+$g,           // stubMethod, stubService
    /TODO.*implementation$gi,   // TODO: implement this
    /FIXME.*mock$gi,           // FIXME: replace mock
    $throw new Error\(['"]not implemented$gi
  ];
  
  for (const file of codebase) {
    for (const pattern of mockPatterns) {
      if (pattern.test(file.content)) {
        violations.push({
          file: file.path,
          issue: 'Mock$fake implementation found',
          pattern: pattern.source
        });
      }
    }
  }
  
  return violations;
};

Read the full file on GitHub · 400 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. 2d ago First seen · 400 lines · 16 tokens per session scan A ce83025ab317

Subscribe to this mod's changes

agent-production-validator is a skill published in the GitHub repository henryalouf/ruflow (123 stars, last pushed 3mo ago), licensed MIT. It adds 16 tokens to every session and 2,690 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to agent-production-validator, differing in 0 lines, and is treated as a copy.

Related

Other skills, from other repositories

dogfood

Systematically explore and test a mobile app on iOS/Android with agent-device to find bugs, UX issues, and other problems. Use when asked to dogfood, QA, exploratory test, find issues, bug hunt, or test this app on mobile.

callstack/agent-device · 55 tokens

test-warp-ui

Guides testing Warp UI features and changes using the computer use tool. Use this skill only when computer-use testing was requested (explicit request or accepted offer) and the computeruse tool is available to the agent. Covers launching Warp and verifying UI behavior.

warpdotdev/warp · 55 tokens

test-electron-app

Drive the real running PostHog Electron app (live tRPC, workspace-server, real data) over CDP with agent-browser. Connect to the running app on port 9222, test desktop changes against a local Django stack, snapshot the accessibility tree, inspect network requests, and screenshot only when explicitly asked. Use when…

PostHog/posthog-foss · 112 tokens

pyats-dynamic-test

Generate and execute deterministic pyATS aetest validation scripts - interface state, OSPF neighbors, BGP paths, ping matrices, and custom compliance tests. Use when writing a network test, validating post-change state, running pass/fail checks, or building automated regression tests.

automateyournetwork/netclaw · 61 tokens

trailblaze

Use when working with Trailblaze — natural-language device control for coding agents across iOS, Android, and web, with replayable .trail.yaml files as the artifact. Trigger on mentions of Trailblaze, the trailblaze CLI, .trail.yaml files, trailmaps, waypoints, or requests to drive / author / debug / run UI tests on…

block/trailblaze · 115 tokens

Detox Mobile Testing

Gray-box end-to-end testing for React Native apps with Detox. Covers .detoxrc.js configuration, build and test commands, matchers, device.launchApp control, automatic synchronization, and macOS CI pipelines.

PramodDutta/qaskills · 48 tokens