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-trackgit 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-track)<a href="https://agentmods.dev/skills/gmgnai/gmgn-skills/gmgn-track"><img src="https://agentmods.dev/badge/skills/gmgnai/gmgn-skills/gmgn-track/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-track"><img src="https://agentmods.dev/badge/skills/gmgnai/gmgn-skills/gmgn-track.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 | $0.00123 | $0.05547 |
| Opus 5 | $0.00062 | $0.02773 |
| Sonnet 5 | $0.00025 | $0.01109 |
| Haiku 4.5 | $0.00012 | $0.00555 |
Grade A, and why
gmgn-track 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 — 381 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 on-chain tracking data based on the user's request.
Core Concepts
-
follow-walletvskolvssmartmoney— Three distinct data sources.follow-walletreturns trades from wallets the user has personally followed on the GMGN platform (user-specific; the follow list is resolved from the GMGN user account bound to the API Key).kolandsmartmoneyreturn trades from platform-tagged public wallet lists (not user-specific). Never substitute one for another. -
KOL (Key Opinion Leader) — Wallets publicly identified as influencers or well-known traders on GMGN. Tagged as
renownedin the platform's wallet label system. Their trades carry social/marketing signal, not necessarily alpha. -
Smart Money (
smart_degen) — Wallets with a statistically proven record of profitable trading, identified by GMGN's algorithm. Same concept assmart_degenin gmgn-token. Their trades are a stronger alpha signal than KOL trades. -
is_open_or_close— Indicates whether a trade is a full position event. Interpretation differs by sub-command:follow-wallet:1= full position open or close;0= partial add or reduce.kol/smartmoney:0= position opened / added;1= position closed / reduced. Do not apply the same interpretation to both sub-commands.
-
price_change— Ratio of price change since the trade was made.6.66= the token is now 6.66× what it was when the wallet traded (i.e. +566%).0.5= price halved since the trade (-50%). Use this to assess "how well did this trade age." -
base_addressvsquote_address— In a trading pair,base_addressis the token being bought/sold;quote_addressis what it was priced in (typically SOL native address on Solana). To get the token of interest, always readbase_address. -
maker_info.tags— Array of platform labels on the wallet (e.g.["kol", "gmgn"],["smart_degen", "photon"]). A wallet can carry multiple tags. Usetag_rank(follow-wallet only) to see the wallet's rank within each tag category. -
Cluster signal — When multiple followed/tracked wallets trade the same token in the same direction within a short time window, this is a stronger conviction signal than a single wallet. Highlight this pattern when it appears in results.
When to use which sub-command:
track follow-wallet— user asks "what did the wallets I follow trade?", "show me my follow list trades", "show my followed wallet activity" → requires wallets followed via GMGN platformtrack kol— user asks "what are KOLs buying?", "show me influencer trades", "what are KOLs doing recently" → returns trades from known KOL walletstrack smartmoney— user asks "what is smart money doing?", "show me whale trades", "what is smart money buying recently" → returns trades from smart money / whale wallets
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 6fe37ec2a22e
- 12d ago First seen · 381 lines · 123 tokens per session scan A 417a07cad4fd
gmgn-track is a skill published in the GitHub repository GMGNAI/gmgn-skills (522 stars, last pushed today), licensed MIT. It adds 123 tokens to every session and 5,547 once invoked, about $0.0006 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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