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.
npx skills add farmfriend-labs/agent-skills-farming --skill universal-equipment-translatorgit clone --depth 1 https://github.com/farmfriend-labs/agent-skills-farmingWrote 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.
[](https://agentmods.dev/skills/farmfriend-labs/agent-skills-farming/universal-equipment-translator)<a href="https://agentmods.dev/skills/farmfriend-labs/agent-skills-farming/universal-equipment-translator"><img src="https://agentmods.dev/badge/skills/farmfriend-labs/agent-skills-farming/universal-equipment-translator/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.
<a href="https://agentmods.dev/skills/farmfriend-labs/agent-skills-farming/universal-equipment-translator"><img src="https://agentmods.dev/badge/skills/farmfriend-labs/agent-skills-farming/universal-equipment-translator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00000 | $0.02312 |
| Opus 5 | $0.00000 | $0.01156 |
| Sonnet 5 | $0.00000 | $0.00462 |
| Haiku 4.5 | $0.00000 | $0.00231 |
Grade A, and why
universal-equipment-translator 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 12d 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.
How it starts
The opening of the file, as written. The whole thing — 361 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Universal Equipment Translator
Enables mixed-fleet equipment interoperability by translating between proprietary agricultural equipment protocols.
Purpose
Break down vendor lock-in by translating between equipment manufacturers' proprietary communication protocols, allowing any tractor to work with any implement regardless of brand. Eliminates forced equipment purchases based on software compatibility rather than need.
Problem Solved
Farmers are forced to buy equipment from a single manufacturer because their tractors won't recognize implements from other brands. This artificial software restriction costs farmers $50K-$200K in unnecessary equipment purchases and limits their ability to choose the best tool for each job.
Capabilities
- Translates between ISO 11783/ISOBUS standard protocols
- Interprets CAN bus messages from major manufacturers
- Converts manufacturer-specific data formats
- Creates compatibility layers for mixed-brand fleets
- Bypasses artificial software interoperability restrictions
- Maintains safety-critical functions
- Supports bidirectional communication
- Works offline with cached protocol definitions
Instructions
Usage by AI Agent
-
Identify Equipment Brands
- Determine tractor brand and model
- Determine implement brand and model
- Check supported protocols for each
-
Select Translation Profile
- Load ISO 11783/ISOBUS base definitions
- Apply manufacturer-specific extensions
- Use references/manufacturer-protocols.md for specific mappings
-
Configure Communication Layer
- Set up CAN bus interface
- Configure baud rate and message IDs
- Load protocol translation rules
- Test basic communication before operation
-
Monitor Operation
- Translate messages in real-time
- Log protocol errors for troubleshooting
- Maintain safety-critical signal integrity
- Track successful/failed message translations
-
Fallback Handling
- If translation fails, revert to safe mode
- Alert operator of compatibility issues
- Log failures for protocol database improvement
What ships with it
16 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.
- .env.example 4.1 KB
- examples/basic-translation.md 4.9 KB
- examples/example-1.md 176 B
- examples/jd-to-isobus.md 7.0 KB
- references/research-papers.md 240 B
- resources/config-template.json 143 B
- scripts/identify_ecu.py 6.5 KB runs code
- scripts/main.py 649 B runs code
- scripts/run.sh 4.1 KB runs code
- scripts/setup-database.py 9.6 KB runs code
- scripts/setup.sh 3.5 KB runs code
- scripts/test.sh 6.8 KB runs code
- scripts/translate.py 7.1 KB runs code
- scripts/translator.py 14 KB runs code
- scripts/validate.py 9.6 KB runs code
- tools.json 4.3 KB
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.
- 12d ago First seen · 361 lines · 0 tokens per session scan A 5d0e597fde62
universal-equipment-translator is a skill published in the GitHub repository farmfriend-labs/agent-skills-farming (2 stars, last pushed 6mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,312 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.
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