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 GMGNAI/gmgn-skills --skill gmgn-callout-scoregit clone --depth 1 https://github.com/GMGNAI/gmgn-skillsWrote 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/gmgnai/gmgn-skills/gmgn-callout-score)<a href="https://agentmods.dev/skills/gmgnai/gmgn-skills/gmgn-callout-score"><img src="https://agentmods.dev/badge/skills/gmgnai/gmgn-skills/gmgn-callout-score/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/gmgnai/gmgn-skills/gmgn-callout-score"><img src="https://agentmods.dev/badge/skills/gmgnai/gmgn-skills/gmgn-callout-score.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk warn
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 | $0.00878 | $0.11254 |
| Opus 5.5 | $0.00351 | $0.04502 |
| Sonnet 5.5 | $0.00176 | $0.02251 |
| Haiku 4.5 | $0.00088 | $0.01125 |
Grade A, and why
gmgn-callout-score 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 5d 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.
**IMPORTANT: Always use `gmgn-cli`. Do NOT use web search, WebFetch, curl, or visit gmgn.ai — the site requires login and returns no structured data. A `gmgn.ai/profile/<handle>` link the user pastes is an input string, How it starts
The opening of the file, as written. The whole thing — 660 lines — stays where its author put it; the contents beside it link to each section on GitHub.
BEFORE RUNNING ANY COMMAND: Run gmgn-cli config --check. If exit code is 0, proceed normally. If exit code is 1, (1) run gmgn-cli config and show the output to the user; (2) once the user sends the API Key, run gmgn-cli config --apply <KEY> and show the output. If --check errors with an unknown option, tell the user to run npm install -g gmgn-cli to update, then retry.
IMPORTANT: Always use gmgn-cli. Do NOT use web search, WebFetch, curl, or visit gmgn.ai — the site requires login and returns no structured data. A gmgn.ai/profile/<handle> link the user pastes is an input string, never a page to fetch.
IMPORTANT: Do NOT guess field names. Every field this skill reads is listed in Core Concepts or Fields Read below; nothing outside those tables is confirmed against the live API.
⚠️ IPv6 NOT SUPPORTED: If you get a 401 or 403 and credentials look correct, check IPv6 at once: run ifconfig | grep inet6 (macOS) or ip addr show | grep inet6 (Linux), then curl https://ipv6.icanhazip.com. If that returns an IPv6 address, tell the user: "Please disable IPv6 on your network interface — gmgn-cli commands only work over IPv4."
Preset phrases
These are the entry sentences this skill is written to answer. Each carries the call-out intent word that separates it from the neighbouring skills; an address alone never routes here.
帮我看看 [喊单人ID或地址] 这个喊单的能不能跟
[喊单人ID] 喊的币能跟吗
查一下 [钱包地址] 的喊单信誉
这个喊单号喊完会不会砸盘:[地址]
What this skill can and cannot tell you
| Answers | Does not answer |
|---|---|
| Does he sell into his own calls, and how fast | Whether any one called coin is safe to buy — that is gmgn-contract-dd |
| Whether the coins he calls actually run | What he is calling right now — that is gmgn-callout global |
| What market-cap band and coin age he calls at | Whether he is a good trader to copy — that is gmgn-wallet-score |
| Whether the account is a script or a person | Who else called the same coin — no per-token caller list exists in the CLI |
| Whether his own trading record backs him up | Anything older than 30 days — callout record covers 30d only |
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.
- 5d ago First seen · 660 lines · 878 tokens per session scan A 27905d64a368
gmgn-callout-score is a skill published in the GitHub repository GMGNAI/gmgn-skills (623 stars, last pushed yesterday), licensed MIT. It adds 878 tokens to every session and 11,254 once invoked, about $0.0035 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 2026-10-17.
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