gmgn-track

gmgn-track is a skill for Claude Code from GMGNAI/gmgn-skills. It costs 123 tokens per session (5,547 once invoked), scanned A, original, MIT.

A skill for retrieving crypto trading activity from selected wallets through the GMGN API, including smart-money, influencer, and followed wallets across several blockchains.

In plain words
What is it for?
Use it to inspect wallet buy and sell activity, track notable traders, find followed tokens, and explore copy-trading ideas.
Why use it?
It provides a defined command-line workflow for finding wallet activity and handles setup checks, unclear fields, and connection problems.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: positional $N argument.

Part of the gmgn-cli plugin — 14 skills shipped together

Good fit Use it to inspect wallet buy and sell activity, track notable traders, find followed tokens, and explore copy-trading ideas.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/gmgnai/gmgn-skills/gmgn-track
Install

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.

Any agent
npx skills add GMGNAI/gmgn-skills --skill gmgn-track
Clone the repo
git clone --depth 1 https://github.com/GMGNAI/gmgn-skills

Made for: Claude Code.

Or install gmgn-cli, the plugin that ships this one along with the rest of its 14 skills.

Wrote 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.

agentmods badge for gmgn-track

README.md
[![agentmods](https://agentmods.dev/badge/skills/gmgnai/gmgn-skills/gmgn-track/github.svg)](https://agentmods.dev/skills/gmgnai/gmgn-skills/gmgn-track)
Your own site
<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.

agentmods 80×15 button for gmgn-track

Your own site · 80×15
<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>
Per session 123 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,547 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 20 May 2026
  • Snyk fail 20 May 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce 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

Measured today against content hash 6fe37ec2a22e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

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
skills/gmgn-track/SKILL.md · 381 lines

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-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

Read the full file on GitHub · 381 lines

Changes

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.

  1. today Changed 6fe37ec2a22e
  2. 12d ago First seen · 381 lines · 123 tokens per session scan A 417a07cad4fd

Subscribe to this mod's changes

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.

Related

Other skills, from other repositories

coingecko-api

Broad crypto market data from CoinGecko covering 13,000+ tokens. Global market stats, historical price data going back years, exchange volumes, trending tokens, and category filters. Best for macro analysis and long-term historical data.

agiprolabs/claude-trading-skills · 52 tokens

market-sentiment

Synthesize crypto market sentiment by combining the Fear & Greed index, trending coins, narrative momentum, whale activity, and on-chain signals into a single actionable market read. Use when the user wants to know if the market is bullish, bearish, or transitioning. Powered by the free-crypto-news API.

nirholas/cryptocurrency.cv · 66 tokens

alien-plugg-x402

38 paid x402 API endpoints for AI agents — Zora crypto analysis, Robinhood Chain tokenized stocks, on-chain intelligence, whale tracking, and utilities. MCP-compatible. Flat $0.003/call via USDC micropayments on Base.

michaelhutchings626-hub/alien-plugg-x402 · 57 tokens

trading-signals

Fetches live AI crypto trading signals with entry price, stop-loss, take-profit, leverage, confidence scores, and automated verification. Covers 50+ coins including BTC, ETH, SOL. Use when the user asks for crypto signals, trade ideas, market direction, portfolio analysis, or wants to build a trading bot.

roman-rr/trading-skills · 69 tokens

crypto-derivatives

Crypto-derivatives strategies — perpetual funding-rate arbitrage, futures term-structure contango/backwardation trading, and option volatility-smile / Greeks analysis.

HKUDS/Vibe-Trading · 37 tokens

defi-yield

DeFi yield analysis and optimization — lending rates, LP yields, staking returns, yield farming strategies, risk-adjusted yield comparison, and protocol-level sustainability assessment.

HKUDS/Vibe-Trading · 37 tokens