AgentScope Java is a framework for building distributed software agents that use language models to perform tasks over extended sessions. It is intended for enterprise applications needing agent coordination, controlled tool use, isolated workspaces, event streaming, and distributed session management. The catalogue entries provide skills and instructions for working with this framework.
Borrowing it
Nothing to install: this file belongs to agentscope-ai/agentscope-java. 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/agentscope-ai/agentscope-java/main/.github/instructions/code-review.instructions.mdgit clone --depth 1 https://github.com/agentscope-ai/agentscope-javaWrote 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/agentscope-ai/agentscope-java/code-review)<a href="https://agentmods.dev/instructions/agentscope-ai/agentscope-java/code-review"><img src="https://agentmods.dev/badge/instructions/agentscope-ai/agentscope-java/code-review/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/agentscope-ai/agentscope-java/code-review"><img src="https://agentmods.dev/badge/instructions/agentscope-ai/agentscope-java/code-review.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 | $0.00321 | $0.00321 |
| Opus 5.5 | $0.00128 | $0.00128 |
| Sonnet 5.5 | $0.00064 | $0.00064 |
| Haiku 4.5 | $0.00032 | $0.00032 |
Grade A, and why
agentscope-java code-review.instructions.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 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.
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.
What it actually says
When reviewing code, focus on:
Java Code Standards
- No non-English content allowed (except i18n resources)
- No
@authortags - git history tracks authorship - All public methods must have Javadoc
- Check for simpler implementations with same functionality
- Apply design principles (SOLID, DRY, etc.) for improvement opportunities
- Use imports instead of fully qualified class names
- No wildcard imports allowed
Security Check
- Hardcoded secrets, API keys, or credentials
- Sensitive information leakage in logs
- Input validation and sanitization
- OWASP Top 10 vulnerabilities (SQL injection, XSS, etc.)
Performance Check
- Blocking calls in Reactor chains (improper
.block()usage) - Unclosed resources (streams, connections)
- Unnecessary object creation
- N+1 query problems
Documentation Sync Check
- If changes affect functionality described in
docs/directory, remind user to update corresponding documentation - Check if new features need documentation additions
PR Title Check
- Must follow conventional commit format:
type(scope): description - Valid types:
feat,fix,docs,style,refactor,perf,test,chore,ci,build - Title should accurately reflect the main changes in the PR
- Keep it concise but descriptive
Review Style
- Be specific and actionable in feedback
- Explain the "why" behind recommendations
- Acknowledge good patterns when you see them
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 · 42 lines · 321 tokens per session scan A 06db8ca114f1
agentscope-java code-review.instructions.md is an instructions file published in the GitHub repository agentscope-ai/agentscope-java (6,183 stars, last pushed today), licensed Apache-2.0. It adds 321 tokens to every session, about $0.0013 per session on Opus 5.5. 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 2026-08-30.
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