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-marketgit 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-market)<a href="https://agentmods.dev/skills/gmgnai/gmgn-skills/gmgn-market"><img src="https://agentmods.dev/badge/skills/gmgnai/gmgn-skills/gmgn-market/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-market"><img src="https://agentmods.dev/badge/skills/gmgnai/gmgn-skills/gmgn-market.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk fail
- NVIDIA SkillSpector pass
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 | $0.00153 | $0.21184 |
| Opus 5 | $0.00077 | $0.10592 |
| Sonnet 5 | $0.00031 | $0.04237 |
| Haiku 4.5 | $0.00015 | $0.02118 |
Grade A, and why
gmgn-market 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 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.
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` commands below. Do NOT use web search, WebFetch, curl, or visit gmgn.ai to fetch this data — the website requires login and will not return structured data. The CLI is the only correct How it starts
The opening of the file, as written. The whole thing — 1,342 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> to complete configuration and verification, then show the output to the user. If --check returns an error (unknown option or command not found), tell the user to run npm install -g gmgn-cli to update, then retry.
IMPORTANT: Always use gmgn-cli commands below. Do NOT use web search, WebFetch, curl, or visit gmgn.ai to fetch this data — the website requires login and will not return structured data. The CLI is the only correct method.
IMPORTANT: Do NOT guess field names or values. When a field's meaning is unclear, look it up in the Response Fields sections below before using it.
⚠️ IPv6 NOT SUPPORTED: If you get a 401 or 403 error and credentials look correct, check for IPv6 immediately: (1) list all network interfaces and their IPv6 addresses — run ifconfig | grep inet6 (macOS) or ip addr show | grep inet6 (Linux); (2) send a test request to https://ipv6.icanhazip.com — if the response is an IPv6 address, outbound traffic is going via IPv6. Tell the user immediately: "Please disable IPv6 on your network interface — gmgn-cli commands only work over IPv4."
Use the gmgn-cli tool to query K-line data for a token, browse trending tokens, or view Trenches token lists.
Core Concepts
-
--filterchain defaults — SOL and EVM chains have different default safety filters that are applied automatically when--filteris omitted. Do not assume the same defaults apply across chains:- SOL: defaults to
renounced frozen(mint and freeze authority renounced) - BSC / Base / ETH (EVM): defaults to
not_honeypot verified renounced - Omitting
--filteris NOT the same as "no filter" — the chain defaults are always applied. To use a custom filter set, explicitly specify all desired filter tags.
- SOL: defaults to
-
volumevsamount(kline) — Naming is counterintuitive.volume= USD dollar value of trades;amount= token units traded. For a token priced at $0.0002, these differ by 5,000×. Always usevolumefor "how much USD was traded" andamountfor "how many tokens changed hands." -
rug_ratio— A 0–1 score estimating rug pull likelihood. Values above0.3are high-risk. Do not treat as binary — combine withtop_10_holder_rate,dev_team_hold_rate, andis_honeypotfor a full picture. -
smart_degen_count/renowned_count— Number of platform-tagged smart money wallets (smart_degen) and KOL wallets (renowned) holding or trading this token. High values are bullish signals. These are GMGN-tagged wallet lists, not user-defined. -
hot_level— Trending intensity score. Higher = more actively traded right now. Not normalized — compare relative values within the same result set, not across time windows. -
renounced_mint/renounced_freeze_account— SOL-specific. Indicate whether the creator gave up the ability to mint more tokens or freeze wallets. Both being1is a safety baseline on Solana. Alwaysfalseon EVM chains (concept does not apply). -
is_honeypot— EVM-specific (BSC / Base). Indicates whether the token contract prevents selling. Always empty/null on SOL — do not interpret an empty value as "not a honeypot" on Solana. -
creator_token_status— Dev holding status.creator_hold= dev still holds tokens (sell pressure risk).creator_close= dev has sold or burned their allocation (exit signal confirmed). -
cto_flag— Community Takeover flag.1= original dev abandoned the project and a community group took over marketing/development. Neutral to positive signal; evaluate in context. -
Trenches categories — Three lifecycle stages of launchpad tokens:
new_creation(just created, still on bonding curve),near_completion(bonding curve nearly full, about to graduate),completed(graduated to open market / DEX). In the response,near_completionis always returned under the keydata.pumpregardless of the input--type.
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 Changed e7c628dfd1d7
- 13d ago First seen · 1,342 lines · 153 tokens per session scan A 4dcdca7151b0
gmgn-market is a skill published in the GitHub repository GMGNAI/gmgn-skills (522 stars, last pushed yesterday), licensed MIT. It adds 153 tokens to every session and 21,184 once invoked, about $0.0008 per session on Opus 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 2026-08-30.
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