Borrowing it
Nothing to install: this file belongs to langchain4j/langchain4j-cdi. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/langchain4j/langchain4j-cdi/main/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/langchain4j/langchain4j-cdiWrote 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/instructions/langchain4j/langchain4j-cdi/copilot-instructions)<a href="https://agentmods.dev/instructions/langchain4j/langchain4j-cdi/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/langchain4j/langchain4j-cdi/copilot-instructions/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/instructions/langchain4j/langchain4j-cdi/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/langchain4j/langchain4j-cdi/copilot-instructions.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 | $0.01834 | $0.01834 |
| Opus 5.5 | $0.00734 | $0.00734 |
| Sonnet 5.5 | $0.00367 | $0.00367 |
| Haiku 4.5 | $0.00183 | $0.00183 |
Grade A, and why
langchain4j-cdi copilot-instructions.md 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 2mo 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s "http://localhost:8080/q/openapi" | grep -q "openapi" How it starts
The opening of the file, as written. The whole thing — 193 lines — stays where its author put it; the contents beside it link to each section on GitHub.
LangChain4J CDI Integration
LangChain4J CDI is a Java library that integrates LangChain4J with CDI (Jakarta EE and Eclipse MicroProfile). It provides CDI extensions for building AI-powered applications using Java, Maven, and various application servers.
Always reference these instructions first and fallback to search or bash commands only when you encounter unexpected information that does not match the info here.
Working Effectively
Prerequisites
- Java 17 (OpenJDK Temurin recommended)
- Maven 3.9.11+ (use
./mvnwwrapper included in the repository) - Docker or Podman (for running examples with Ollama)
Bootstrap and Build
Run these commands in sequence for first-time setup:
-
Basic build (core modules only):
./mvnw -B clean compile -DskipTests -pl '!examples/payara-car-booking'Takes ~1 minute. NEVER CANCEL. Set timeout to 5+ minutes.
-
Full build with formatting validation:
./mvnw -B formatter:validate verify -pl '!examples/payara-car-booking'Takes ~2 minutes. NEVER CANCEL. Set timeout to 10+ minutes.
-
Install modules to local repository:
./mvnw -B clean install -DskipTests -pl '!examples/payara-car-booking'Takes ~1 minute. NEVER CANCEL. Set timeout to 5+ minutes.
Essential Commands
-
Format and validate code style:
./mvnw -B -B spotless:check -pl '!examples/payara-car-booking'Takes ~30 seconds.
-
Format code (auto-fix):
./mvnw -B spotless:apply -pl '!examples/payara-car-booking'Takes ~30 seconds.
-
Run unit tests:
./mvnw -B clean test -pl '!examples/payara-car-booking,!langchain4j-cdi-integration-tests'Takes ~1.5 minutes. NEVER CANCEL. Set timeout to 8+ minutes.
-
Run all tests including integration:
./mvnw -B clean test -pl '!examples/payara-car-booking'Takes ~2 minutes. NEVER CANCEL. Set timeout to 10+ minutes.
-
Check dependencies:
./mvnw dependency:analyze -pl langchain4j-cdi-core
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.
- 2mo ago First seen · 193 lines · 1,834 tokens per session scan A 3948940eb682
langchain4j-cdi copilot-instructions.md is an instructions file published in the GitHub repository langchain4j/langchain4j-cdi (19 stars, last pushed 2d ago), licensed Apache-2.0. It adds 1,834 tokens to every session, about $0.0073 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-01.
langchain4j-cdi copilot-instructions.md compared with instructions from other repositories
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|---|---|---|---|---|---|---|---|
| langchain4j-cdi copilot-instructions.mdlangchain4j/langchain4j-cdi | Instructions file | 19 | 2d ago | Apache-2.0 | A | 1,834 | GitHub Copilot |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
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| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |