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 instructions/equinor/neqsim/agents-mdgit clone --depth 1 https://github.com/equinor/neqsimWrote 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/equinor/neqsim/agents-md)<a href="https://agentmods.dev/instructions/equinor/neqsim/agents-md"><img src="https://agentmods.dev/badge/instructions/equinor/neqsim/agents-md.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 | $0.19873 | $0.19873 |
| Opus 5 | $0.09936 | $0.09936 |
| Sonnet 5 | $0.03975 | $0.03975 |
| Haiku 4.5 | $0.01987 | $0.01987 |
Grade A, and why
neqsim AGENTS.md 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 today.
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 — 1,329 lines — stays where its author put it; the contents beside it link to each section on GitHub.
NeqSim — Agent Instructions
This file is read automatically by OpenAI Codex, Claude Code, and other AI coding agents. For VS Code Copilot, see
.github/copilot-instructions.md.
Quick Orientation
Read CONTEXT.md for a 60-second overview of the codebase (repo map, build
commands, code patterns).
Critical Constraint: Java 8
All code MUST compile with Java 8. Never use:
var,List.of(),Map.of(),Set.of(),String.repeat(),str.isBlank(),str.strip(), text blocks ("""), records, pattern matchinginstanceof,Optional.isEmpty().- Use explicit types,
Arrays.asList(),StringUtils.repeat(),str.trim().isEmpty().
Critical Constraint: Logging
All Java logging/output MUST use Log4j2 logger. Never use System.out.println or
System.err.println in production code, tests, examples, or generated snippets.
Use class logger fields and parameterized logging calls:
private static final Logger logger = LogManager.getLogger(YourClass.class);logger.info("Message {}", value);logger.warn("Message {}", value);logger.error("Message {}", ex.getMessage(), ex);
Critical Constraint: Code Formatting (Spotless)
AI-generated Java is NOT auto-formatted. After creating or editing ANY .java
file you MUST run Spotless before committing — do not rely on local pre-commit
hooks being installed:
./mvnw spotless:apply # reformats all Java to the project style
./mvnw spotless:check # verifies formatting (this is what CI runs)
- Formatter profile: Eclipse
.config/neqsim_formatter.xml(configured inpom.xml), applied tosrc/main/javaandsrc/test/java. - CI runs
./mvnw spotless:checkand fails the build on any unformatted file. - NEVER bypass the gate with
git commit --no-verify. - Run
spotless:apply, thengit addthe reformatted files, then commit.
Continuous Improvement of Agents & Skills (always-on default)
Improving the agents and skills you use — and their cooperation — is part of
every task, not an optional extra. Default behaviour, no need to ask: when a task
reveals that a SKILL.md or *.agent.md is missing a pattern, naming
convention, API signature, gotcha, or a needed agent↔skill hand-off, fix it in
the same session. Improve cooperation too: add cross-references in both
directions between related skills, keep hand-off shapes consistent along the
chain, and update agent "Loaded skills" lists and router/composition guidance
when a useful multi-skill/multi-agent pipeline is found. Keep site-specific
detail in the enterprise repos and community content plant-agnostic; follow each
repo's front-matter/validation conventions; note the improvements in the task
summary; do not over-engineer.
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.
- today First seen · 1,329 lines · 19,873 tokens per session scan A 7f5a05d1ae59
neqsim AGENTS.md is an instructions file published in the GitHub repository equinor/neqsim (150 stars, last pushed today), licensed Apache-2.0. It adds 19,873 tokens to every session, about $0.0994 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.
Other instructions, from other repositories
Thermodynamics.jl AGENTS.md
Instructions for CliMA/Thermodynamics.jl, covering thermodynamics.jl agent guide, ecosystem guidelines, before you act: agent autonomy, repo-specific guidelines and architecture.
processing4 AGENTS.md
AGENTS.md instructions for processing/processing4, covering our policy, guidelines for generating any analysis of the codebase, guidelines for ai coding assistants and agents, helping human contributors (for ai coding assistants) and 2. check if the issue is ready to be worked on.
petromcp CLAUDE.md
Instructions for ameyxd/petromcp, covering petromcp — project memory, what this is, where we are, conventions and decisions and why.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.