swatplus-builder

swatplus-builder is a skill for Claude Code from AI-Hydro/Skills. It costs 57 tokens per session (4,378 once invoked), scanned A, original, no licence file.

A skill for SWAT+, a hydrological modelling system used to simulate water movement through watersheds.

In plain words
What is it for?
Use it to build, run, calibrate, validate, or diagnose SWAT+ models, including streamflow simulation, hydrograph calibration, routing failures, and outlet selection.
Why use it?
It helps with the specialised setup and diagnosis involved in comparing simulated water flow with observed discharge data.

Skill for Claude Code

Written for Claude Code: when-to-use in frontmatter.

Good fit Use it to build, run, calibrate, validate, or diagnose SWAT+ models, including streamflow simulation, hydrograph calibration, routing failures, and outlet selection.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ai-hydro/skills/swatplus-builder
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 AI-Hydro/Skills --skill swatplus-builder
Clone the repo
git clone --depth 1 https://github.com/AI-Hydro/Skills

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 swatplus-builder

README.md
[![agentmods](https://agentmods.dev/badge/skills/ai-hydro/skills/swatplus-builder/github.svg)](https://agentmods.dev/skills/ai-hydro/skills/swatplus-builder)
Your own site
<a href="https://agentmods.dev/skills/ai-hydro/skills/swatplus-builder"><img src="https://agentmods.dev/badge/skills/ai-hydro/skills/swatplus-builder/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 swatplus-builder

Your own site · 80×15
<a href="https://agentmods.dev/skills/ai-hydro/skills/swatplus-builder"><img src="https://agentmods.dev/badge/skills/ai-hydro/skills/swatplus-builder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 57 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,378 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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 $0.00057 $0.04378
Opus 5 $0.00028 $0.02189
Sonnet 5 $0.00011 $0.00876
Haiku 4.5 $0.00006 $0.00438

Measured 8d ago against content hash daea73419582, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

swatplus-builder scanned grade A with 1 finding 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 8d 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.

Runs shell commandslowCapability

Expected in a hook, worth knowing in a rule or an instructions file.

`subprocess.Popen`/`run`. This keeps timeout, threading, and output-capture
skills/swatplus-builder/SKILL.md · 383 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

1 file 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. 8d ago First seen · 383 lines · 57 tokens per session scan A daea73419582

Subscribe to this mod's changes

swatplus-builder is a skill published in the GitHub repository AI-Hydro/Skills (2 stars, last pushed 2mo ago), with no licence file. It adds 57 tokens to every session and 4,378 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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