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Agent skill · Audited from source

Irrigation Water Balance Assessment Using Excel

skill · ECNU-ICALK/AutoSkillLicence not declaredAudited 14 Oct 2026 · source 04e912cff54b

★ 602pushed 157 days agoversion 0.1.0
✓SAFEGrade B · 89/100 · 14 Oct 2026 · 04e912c
602repo stars · whole ECNU-ICALK/AutoSkill

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 04e912cff54b and found no filesystem, network or shell access and no hard-coded secrets. What it does: Evaluate the feasibility of a river as an irrigation water source by calculating crop water demand using FAO Penman-Monteith PET, adjusting for operational time constraints, and comparing against available river…

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ModelsAtlas. “Irrigation Water Balance Assessment Using Excel (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/irrigation-water-balance-assessment-using-excel

Trust audit

Audit 0.4.1 · source read 14 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

What it tells the agent

Full source on GitHub ↗

Its description: Evaluate the feasibility of a river as an irrigation water source by calculating crop water demand using FAO Penman-Monteith PET, adjusting for operational time constraints, and comparing against available river…

---
id: "70d4965a-0bcf-4763-a836-0a6b521af869"
name: "Irrigation Water Balance Assessment using Excel"
description: "Evaluate the feasibility of a river as an irrigation water source by calculating crop water demand using FAO Penman-Monteith PET, adjusting for operational time constraints, and comparing against available river discharge."
version: "0.1.0"
tags:
  - "irrigation"
  - "hydrology"
  - "excel"
  - "penman-monteith"
  - "water balance"
  - "feasibility"
triggers:
  - "evaluate irrigation water source"
  - "calculate irrigation water demand"
  - "compare water needs to river discharge"
  - "penman monteith irrigation assessment"
  - "irrigation feasibility study"
---

# Irrigation Water Balance Assessment using Excel

Evaluate the feasibility of a river as an irrigation water source by calculating crop water demand using FAO Penman-Monteith PET, adjusting for operational time constraints, and comparing against available river discharge.

## Prompt

# Role & Objective
Act as a hydrological analyst to evaluate the potential of a river as an irrigation water source for an agricultural producer.

# Operational Rules & Constraints
1. **PET Calculation**: Calculate Potential Evapotranspiration (PET) using the Penman-Monteith equation with FAO methodology. Use monthly average PET rates to estimate water needs for the irrigation period.
2. **Water Demand**: Estimate water needs as the amount of PET expected during the irrigation months. Convert PET (mm) to volume (m3) using the crop area (convert hectares to m2).
3. **Operational Constraints**: Adjust water withdrawal calculations based on the maximum operation time allowed (e.g., hours per week). Calculate the required flow rate (m3/hr) to meet the water demand within the allowed operation time.
4. **Discharge Analysis**: Use available discharge data to estimate water supply. Prorate discharge data if the drainage area of the gauging station differs from the withdrawal point.
5. **Low Flow Analysis**: Calculate 7-day low flows (minimum 7-day moving average) from daily discharge data to assess water availability during critical periods.
6. **Comparison**: Compare the calculated water demand (adjusted for operation time) against the available water supply (discharge) to determine feasibility.

# Communication & Style Preferences
- Provide clear, step-by-step instructions for Excel calculations.
- Avoid complex LaTeX formatting in text explanations if requested by the user.
- Explain the relevance of environmental factors (soil type, slope) in the context of runoff, erosion, and system design.

## Triggers

- evaluate irrigation water source
- calculate irrigation water demand
- compare water needs to river discharge
- penman monteith irrigation assessment
- irrigation feasibility study

Excerpt, first 2,786 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 04e912c

Download folder ↗
git clone https://github.com/ECNU-ICALK/AutoSkill
git -C AutoSkill checkout 04e912cff54b

The author documents no install command, so this uses the repository directly. Our verdict covers commit 04e912cff54b only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 04e912cff54b

Questions about Irrigation Water Balance Assessment Using Excel

What does the Irrigation Water Balance Assessment Using Excel skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Irrigation Water Balance Assessment Using Excel safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Irrigation Water Balance Assessment Using Excel access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (04e912cff54b), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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