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actual-vs-promised-validator

actual-vs-promised-validator is a skill for Claude Code, Codex from farmfriend-labs/agent-skills-farming. It costs 0 tokens per session (161 once invoked), scanned A, original, MIT.

A validation process for comparing farm equipment's real performance with the specifications and claims made by its manufacturer. Examples include fuel use, yield-monitor accuracy, guidance precision, and sprayer coverage.

In plain words
What is it for?
Use it to check tractors, yield monitors, guidance systems, sprayers, and other equipment against their stated specifications. It is intended for performance checks based on actual operating results.
Why use it?
It helps identify when equipment performs below its advertised level before the problem becomes an expensive surprise. It provides a way to compare measured results with promised results.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 3repo 8mo ago A scan 0 tokens original MIT

Good fit Use it to check tractors, yield monitors, guidance systems, sprayers, and other equipment against their stated specifications. It is intended for performance checks based on actual operating results.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/farmfriend-labs/agent-skills-farming/actual-vs-promised-validator
View source ↗ farmfriend-labs/agent-skills-farming
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.

Any agent
npx skills add farmfriend-labs/agent-skills-farming --skill actual-vs-promised-validator
Clone the repo
git clone --depth 1 https://github.com/farmfriend-labs/agent-skills-farming

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 actual-vs-promised-validator

README.md
[![agentmods](https://agentmods.dev/badge/skills/farmfriend-labs/agent-skills-farming/actual-vs-promised-validator/github.svg)](https://agentmods.dev/skills/farmfriend-labs/agent-skills-farming/actual-vs-promised-validator)
Your own site
<a href="https://agentmods.dev/skills/farmfriend-labs/agent-skills-farming/actual-vs-promised-validator"><img src="https://agentmods.dev/badge/skills/farmfriend-labs/agent-skills-farming/actual-vs-promised-validator/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for actual-vs-promised-validator

Your own site · 80×15
<a href="https://agentmods.dev/skills/farmfriend-labs/agent-skills-farming/actual-vs-promised-validator"><img src="https://agentmods.dev/badge/skills/farmfriend-labs/agent-skills-farming/actual-vs-promised-validator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 161 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 $0.00161
Opus 5.5 $0.00000 $0.00064
Sonnet 5.5 $0.00000 $0.00032
Haiku 4.5 $0.00000 $0.00016

Measured 2mo ago against content hash 0db423405db5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

actual-vs-promised-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 2mo ago.

The scan reads SKILL.md. This mod also ships 4 executable files (scripts/main.py, scripts/run.sh, scripts/setup.sh, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/actual-vs-promised-validator/SKILL.md · 40 lines

What it actually says

Actual vs Promised Validator

Validate equipment performance against marketing claims and specifications.

Purpose

Marketing claims vs reality: tractor fuel efficiency 10% higher than advertised, yield monitor accuracy off by 5%, guidance system precision worse than claimed, sprayer coverage inconsistent with specifications. Farmers spend thousands on underperforming equipment. This skill provides tools to validate actual performance against promised specifications.

Problem Solved

Capabilities

Instructions

Usage by AI Agent

Usage by Farmer

Tools

Environment Variables

Real-World Examples

Example 1: Basic Usage

Example 2: Advanced Features

Example 3: Integration

Safety Considerations

Troubleshooting

Manufacturer and Research References

Maintenance and Updates

Files

What ships with it

9 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.

  1. 2mo ago First seen · 40 lines · 0 tokens per session scan A 0db423405db5

Subscribe to this mod's changes

actual-vs-promised-validator is a skill published in the GitHub repository farmfriend-labs/agent-skills-farming (3 stars, last pushed 8mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 161 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 2026-08-31.

Analytics and metrics
Related

actual-vs-promised-validator compared with skills from other repositories

actual-vs-promised-validator next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
actual-vs-promised-validatorfarmfriend-labs/agent-skills-farmingSkill38mo agoMITA0Claude Code, Codex
imagegenopenai/codexSkill133kyesterdayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143kyesterdayMITA103Claude Code