Borrowing it
Nothing to install: this file belongs to lightweight-component/aj-mcp. 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/lightweight-component/aj-mcp/master/.agents/skills/aj-mcp-java8/SKILL.mdgit clone --depth 1 https://github.com/lightweight-component/aj-mcpWrote 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/lightweight-component/aj-mcp/aj-mcp-java8)<a href="https://agentmods.dev/skills/lightweight-component/aj-mcp/aj-mcp-java8"><img src="https://agentmods.dev/badge/skills/lightweight-component/aj-mcp/aj-mcp-java8/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/skills/lightweight-component/aj-mcp/aj-mcp-java8"><img src="https://agentmods.dev/badge/skills/lightweight-component/aj-mcp/aj-mcp-java8.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 | $0.00095 | $0.01313 |
| Opus 5.5 | $0.00038 | $0.00525 |
| Sonnet 5.5 | $0.00019 | $0.00263 |
| Haiku 4.5 | $0.00010 | $0.00131 |
Grade A, and why
aj-mcp-java8 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.
The source is not reproduced here
Licensed GPL-3.0
The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
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.
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 Changed · +23 lines 22e7b22890fd
- 2mo ago First seen · 91 lines · 95 tokens per session scan A f6e20e6dd35b
aj-mcp-java8 is a skill published in the GitHub repository lightweight-component/aj-mcp (35 stars, last pushed 1mo ago), licensed GPL-3.0. It adds 95 tokens to every session and 1,313 once invoked, about $0.0004 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.
aj-mcp-java8 compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| aj-mcp-java8lightweight-component/aj-mcp | Skill | 35 | 1mo ago | GPL-3.0 | A | 95 | Codex |
| mcp-typescript-sdk-upgrade-to-v2modelcontextprotocol/typescript-sdk | Skill | 14k | yesterday | none | A | 159 | Claude Code, Codex |
| authoring-gradle-buildsrnett/gradle-mcp | Skill | 68 | yesterday | Apache-2.0 | A | 52 | Claude Code, Codex |
| scraperapi-java-sdkscraperapi/scraperapi-skills | Skill | 10 | 3mo ago | MIT | A | 175 | Claude Code |
| java-best-practicesTaoidle/plan-cascade | Skill | 133 | 7mo ago | MIT | A | 32 | Claude Code |
| android-architecturesergenes/mini_agent | Skill | 37 | 2mo ago | none | A | 71 | Claude Code, Codex |
| ios-architecturesergenes/mini_agent | Skill | 37 | 2mo ago | none | A | 67 | Claude Code, Codex |