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 agentmods add skills/arabelatso/skills-4-se/incremental-java-programmernpx skills add ArabelaTso/Skills-4-SE --skill incremental-java-programmergit clone --depth 1 https://github.com/ArabelaTso/Skills-4-SEWrote 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/arabelatso/skills-4-se/incremental-java-programmer)<a href="https://agentmods.dev/skills/arabelatso/skills-4-se/incremental-java-programmer"><img src="https://agentmods.dev/badge/skills/arabelatso/skills-4-se/incremental-java-programmer.svg" alt="Measured on agentmods" 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 | $0.00078 | $0.02409 |
| Opus 5 | $0.00039 | $0.01205 |
| Sonnet 5 | $0.00016 | $0.00482 |
| Haiku 4.5 | $0.00008 | $0.00241 |
Grade A, and why
incremental-java-programmer 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 yesterday.
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 — 422 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Incremental Java Programmer
Overview
Implement new features in Java repositories by analyzing the codebase, generating implementation code, creating comprehensive tests, and ensuring all tests pass before completion.
Workflow
1. Analyze Repository Structure
Understand the Java project structure and build system:
Identify build system:
- Maven: Look for
pom.xmlin root directory - Gradle: Look for
build.gradleorbuild.gradle.kts
Examine project structure:
src/
├── main/
│ └── java/
│ └── com/example/project/
│ ├── model/
│ ├── service/
│ ├── controller/
│ └── util/
└── test/
└── java/
└── com/example/project/
├── model/
├── service/
└── controller/
Extract key information:
- Package structure and naming conventions
- Existing class hierarchy and relationships
- Dependencies from
pom.xmlorbuild.gradle - Testing framework (JUnit 4, JUnit 5, TestNG)
- Code style and patterns used in the project
2. Parse Feature Description
Break down the natural language feature description into actionable components:
Identify feature type:
- New functionality: Adding entirely new capabilities
- Enhancement: Extending existing functionality
- Modification: Changing existing behavior
Extract requirements:
- What classes/methods need to be created or modified
- Input parameters and return types
- Business logic and validation rules
- Error handling requirements
- Integration points with existing code
Example feature description:
"Add a method to calculate the total price of items in a shopping cart,
including tax. The tax rate should be configurable. If the cart is empty,
return 0. The method should throw an exception if the tax rate is negative."
Parsed components:
- Target class:
ShoppingCart - New method:
calculateTotalWithTax(double taxRate) - Return type:
double - Validation: Check for negative tax rate, handle empty cart
- Exception:
IllegalArgumentExceptionfor negative tax rate
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.
- yesterday First seen · 422 lines · 78 tokens per session scan A 4c5c35eb275a
incremental-java-programmer is a skill published in the GitHub repository ArabelaTso/Skills-4-SE (248 stars, last pushed 15d ago), licensed Apache-2.0. It adds 78 tokens to every session and 2,409 once invoked, about $0.0004 per session on Opus 5. 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 2026-09-03.
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