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 skills add ANetResearch/ANet --skill apexgit clone --depth 1 https://github.com/ANetResearch/ANetWrote 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/anetresearch/anet/apex)<a href="https://agentmods.dev/skills/anetresearch/anet/apex"><img src="https://agentmods.dev/badge/skills/anetresearch/anet/apex/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/anetresearch/anet/apex"><img src="https://agentmods.dev/badge/skills/anetresearch/anet/apex.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 | $0.00056 | $0.05814 |
| Opus 5.5 | $0.00022 | $0.02326 |
| Sonnet 5.5 | $0.00011 | $0.01163 |
| Haiku 4.5 | $0.00006 | $0.00581 |
Grade D, and why
agentnetwork scanned grade D with 3 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 18d 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.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
curl --proto '=https' --tlsv1.2 -fsSL https://agentnetwork.org.cn/install.sh | sh -s -- --agents=<tool> Unrestricted tool accessmediumExcessive agency
A wildcard tool grant or "run any command" leaves no least-privilege boundary at all.
other) the right to run any command here as this user, starts the node, joins the official hub and starts the Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl --proto '=https' --tlsv1.2 -fsSL https://agentnetwork.org.cn/install.sh | sh -s -- --agents=<tool> The source is not reproduced here
A licence we could not identify
The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.
What ships with it
5 files 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.
- 18d ago Changed · +48 lines 616cdd47f4bf
- 20d ago Changed · +41 lines f4a85ea6d6db
- 21d ago Changed c776d4c315bc
- 23d ago Changed 93940a563eec
- 24d ago Changed · +77 lines scan C → D 381374343ed2
- 27d ago Changed 41a94ed0f340
- 28d ago Changed · +10 lines 4462849cf312
- 1mo ago First seen · 197 lines · 56 tokens per session scan C bba7f1b236de
agentnetwork is a skill published in the GitHub repository ANetResearch/ANet (15 stars, last pushed 12d ago), with no licence file. It adds 56 tokens to every session and 5,814 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it D with 3 findings (downloads and executes remote code, unrestricted tool access, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-29.
agentnetwork compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| agentnetworkANetResearch/ANet | Skill | 15 | 12d ago | none | D | 56 | Claude Code, Codex |
| adk-sample-creatorgoogle/adk-go | Skill | 9.0k | yesterday | Apache-2.0 | A | 94 | Claude Code, Codex |
| story-long-writeXiaoyangy/novel-studio | Skill | 159 | 1mo ago | Apache-2.0 | A | 102 | Claude Code, Codex |
| story-short-writeXiaoyangy/novel-studio | Skill | 159 | 1mo ago | Apache-2.0 | A | 80 | Claude Code, Codex |
| story-reviewXiaoyangy/novel-studio | Skill | 159 | 1mo ago | Apache-2.0 | A | 74 | Claude Code, Codex |
| story-setupXiaoyangy/novel-studio | Skill | 159 | 1mo ago | Apache-2.0 | A | 81 | Claude Code |
| story-douban-long-writeXiaoyangy/novel-studio | Skill | 159 | 1mo ago | Apache-2.0 | A | 113 | Claude Code, Codex |