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Agent skill · Audited from source

gmgn-track

skill · gmgnai/gmgn-skillsMIT licenceAudited 26 Oct 2026 · source b087b7e7dfdc

★ 628pushed 3 days ago
✕BLOCKGrade D · 69/100 · 1 finding · b087b7e
628repo stars · whole gmgnai/gmgn-skills

Is it safe? No — BLOCK, grade D (69/100). We read this skill's source at commit b087b7e7dfdc and found no filesystem, network or shell access and no hard-coded secrets. The audit raised 1 finding, 1 critical or high. What it does: Get real-time crypto buy/sell activity from Smart Money wallets, KOL influencer wallets, and personally followed wallets via GMGN API — alpha signals, whale tracking, meme token copy-trading ideas on Solana, BSC, Base,…

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Cite this page

ModelsAtlas. “gmgn-track (gmgnai/gmgn-skills)”. Retrieved 26 Oct 2026. https://modelsatlas.com/skills/gmgnai/gmgn-track

Blocked. The page stays public so you can check this skill if someone recommended it to you. The audit found 1 critical or high finding, starting with “Prompt injection” in SKILL.md:15. Do not install it without reading them.

Trust audit

Audit 0.4.1 · source read 26 Oct 2026

Trust score69/100✕BLOCK D
1 critical0 high0 medium0 low0 info

BLOCK means the audit found something that could harm you or your machine. Grade D is shared by 721 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesFAIL1
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: critical finding, no behavioural pass, undeclared transfer.

Findings (1)

CRITICALPrompt injectionprompt.transfer_instruction · SKILL.md:15
F-01 Prompt injectionCWE-94 · CWE-1427Layer L2
**⚠️ 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 ine
Why
an instruction to move sensitive data to an outside destination
Fix
remove; a skill never needs the user's secrets off the machine

Audit 0.4.1 · source sha b087b7e7dfdc · 26 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publishergmgnai GitHub userOwner of the repository this skill is read from
  • Source foldergmgnai/gmgn-skills/skills/gmgn-trackThe exact folder we audited
  • LicenceMITAs the repository states it
  • Commit pinned for this verdictb087b7e7dfdcA new audit runs when the source changes
  • Repository statusNot archivedLast push 3 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Get real-time crypto buy/sell activity from Smart Money wallets, KOL influencer wallets, and personally followed wallets via GMGN API — alpha signals, whale tracking, meme token copy-trading ideas on Solana, BSC, Base,…

---
name: gmgn-track
description: Get real-time crypto buy/sell activity from Smart Money wallets, KOL influencer wallets, and personally followed wallets via GMGN API — alpha signals, whale tracking, meme token copy-trading ideas on Solana, BSC, Base, or Ethereum. Also query which tokens a wallet has followed (bookmarked) on GMGN. Use when user asks what smart money or KOLs are buying, wants whale alerts, on-chain alpha, copy-trade signals, or wants to check a wallet's followed tokens. (For a specific wallet address's portfolio, use gmgn-portfolio.)
argument-hint: "<follow-tokens|follow-wallet|kol|smartmoney> --chain <sol|bsc|base|eth|arbitrum|hyperevm|robinhood|arc|stable> [--wallet <wallet_address>]"
metadata:
  cliHelp: "gmgn-cli track --help"
---

**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-wallet` vs `kol` vs `smartmoney`** — Three distinct data sources. `follow-wallet` returns 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). `kol` and `smartmoney` return 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 `renowned` in 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 as `smart_degen` in 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_address` vs `quote_address`** — In a trading pair, `base_address` is the token being bought/sold; `quote_address` is what it was priced in (typically SOL native address on Solana). To get the token of interest, always read `base_address`.

- **`maker_info.tags`** — Array of platform labels on the wallet (e.g. `["kol", "gmgn"]`, `["smart_degen", "photon"]`). A wallet can carry multiple tags. Use `tag_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 platform
- `track kol` — user asks "what are KOLs buying?", "show me influencer trades", "what are KOLs doing recently" → returns trades from known KOL wallets
- `track 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

**Do NOT confuse these three:**
- `follow-wallet` = wallets the user has personally followed on GMGN
- `kol` = platform-tagged KOL / influencer wallets (not user-specific)
- `smartmoney` = platform-tagged smart money / whale wallets (not user-specific)

## Sub-commands

| Sub-command | Description |
|-------------|-------------|
| `track follow-tokens` | Followed token list for a wallet — which tokens a wallet has bookmarked on GMGN, with full market data |
| `track follow-token-groups` | Follow token group names for a wallet — the group names and IDs the wallet uses to organise followed tokens |
| `track follow-wallet` | Trade records from wallets the user personally follows on GMGN |
| `track kol` | Real-time trades from KOL / influencer wallets tagged by GMGN |
| `track smartmoney` | Real-time trades from smart money / whale wallets tagged by GMGN |

## Supported Chains

`sol` / `bsc` / `base` / `eth` / `arbitrum` / `hyperevm` / `robinhood` / `arc` / `stable`

## Prerequisites

- `gmgn-cli` in

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit b087b7e

git clone https://github.com/gmgnai/gmgn-skills
git -C gmgn-skills checkout b087b7e7dfdc

The author documents no install command, so this uses the repository directly. Our verdict covers commit b087b7e7dfdc only.

Works in which agents?

What its own text says, not a test

AgentStatusMore
CursorMentioned in its text, not testedSkills for Cursor · About Cursor
“Mentioned” means the skill’s text names the agent. We have not run it there.

Audit history

Every audit, every source change

  1. ✕BLOCK D 69 / 100

    first audit · source b087b7e7dfdc

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Questions about gmgn-track

What does the gmgn-track skill do?
GMGN OpenAPI skills for AI Agent — query tokens, wallets, and market data, and execute on-chain trades across Solana, BSC, and Base.
Is gmgn-track safe to install?
No — not without reading the findings first. The audit graded it D (69/100) and found 1 critical or high issue in the source. Each one is listed on this page with the file and line it is on.
What can gmgn-track access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
Which assistants does gmgn-track work with?
Its documentation mentions cursor. That is what the text claims, not a compatibility test we ran.
How current is this page?
The grade is for one exact copy of the source (b087b7e7dfdc), read on 2026-10-26. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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