Agent skill

Polymarket Copy Tracker

Analyze top Polymarket traders for copy trading. An agent skill from aAAaqwq/AGI-Super-Team.

MITAuto-check passedBusiness, Finance & HR

Install Polymarket Copy Tracker

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill polymarket-copy-tracker -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team polymarket-copy-tracker --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/polymarket-copy-tracker .claude/skills/polymarket-copy-tracker && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "polymarket-copy-tracker" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/polymarket-copy-tracker into .claude/skills/polymarket-copy-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polymarket-copy-tracker", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/polymarket-copy-tracker

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill polymarket-copy-tracker -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team polymarket-copy-tracker --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/polymarket-copy-tracker .agents/skills/polymarket-copy-tracker && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "polymarket-copy-tracker" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/polymarket-copy-tracker into .agents/skills/polymarket-copy-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polymarket-copy-tracker", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill polymarket-copy-tracker -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team polymarket-copy-tracker --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/polymarket-copy-tracker .cursor/skills/polymarket-copy-tracker && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "polymarket-copy-tracker" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/polymarket-copy-tracker into .cursor/skills/polymarket-copy-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polymarket-copy-tracker", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/aAAaqwq/AGI-Super-Team.git --path skills/polymarket-copy-tracker

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill polymarket-copy-tracker -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team polymarket-copy-tracker --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/polymarket-copy-tracker .gemini/skills/polymarket-copy-tracker && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "polymarket-copy-tracker" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/polymarket-copy-tracker into .gemini/skills/polymarket-copy-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polymarket-copy-tracker", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team polymarket-copy-tracker

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill polymarket-copy-tracker -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/polymarket-copy-tracker .github/skills/polymarket-copy-tracker && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "polymarket-copy-tracker" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/polymarket-copy-tracker into .github/skills/polymarket-copy-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polymarket-copy-tracker", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill polymarket-copy-tracker -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team polymarket-copy-tracker --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/polymarket-copy-tracker .opencode/skills/polymarket-copy-tracker && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "polymarket-copy-tracker" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/polymarket-copy-tracker into .opencode/skills/polymarket-copy-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polymarket-copy-tracker", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: polymarket-copy-tracker
GitHub stars: 105
Token cost: ~1.1k tokens
SKILL.md length: 335 words
Files: 6 (incl. scripts, references)
Skills in repo: 167
Repo updated: Oct 8, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Analyze top Polymarket traders for copy trading. An agent skill from aAAaqwq/AGI-Super-Team.

Works in 3 steps: Get wallet addresses → Analyze a wallet → Score multiple wallets
Asked to find best traders to copy
SKILL.md covers Data Sources, Quick Start, API Endpoints and Scoring Criteria, plus 6 more sections
Runs Python scripts from its folder; calls python3; reaches data-api.polymarket.com

What it does

Polymarket Copy Tracker is an agent skill from aAAaqwq/AGI-Super-Team. Analyze top Polymarket traders for copy trading. Use when asked to find best traders to copy, analyze trader performance/history, evaluate wallet PnL, discover high-ROI wallets, or research trader win rates on Polymarket. Supports Dune analytics, Polymarket Data API, and automated scoring.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `references/discovery-methods.md`, `references/top-wallets.md` and `scripts/analyze_wallet.py`).

It sits in Business, Finance & HR, covering Trading and backtesting. It works with Polymarket. The repository describes itself as: An installable, cross-framework AI organization: C-suite agents, expert subagents, curated skills, independent review, and one-command setup across 18 AI client/runtime adapters. The licence is MIT.

When your agent uses it

Asked to find best traders to copy
Analyze trader performance/history
Evaluate wallet PnL
Discover high-ROI wallets

Example prompts

“/polymarket-copy-tracker”

Requirements

Python 3

Workflow steps

3 steps, taken from the step headings in SKILL.md.

Get wallet addresses
Analyze a wallet
Score multiple wallets

What it can do on your machine

Read from SKILL.md and the folder at commit 331ecd3. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 3 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
- python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
- data-api.polymarket.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Polymarket Copy Tracker loads about 1.1k tokens when it runs, and up to ~3k if it reads all its reference files. Until then it costs about 79 tokens; SKILL.md has 335 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~79
When it runs · the whole SKILL.md, loaded when a task matches: ~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from aAAaqwq/AGI-Super-Team at commit 331ecd3, republished under its MIT licence (© aAAaqwq). 335 words, ~1,130 tokens.

Download SKILL.mdSave it as .claude/skills/polymarket-copy-tracker/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.

name: polymarket-copy-tracker
description: Analyze top Polymarket traders for copy trading. Use when asked to find best traders to copy, analyze trader performance/history, evaluate wallet PnL, discover high-ROI wallets, or research trader win rates on Polymarket. Supports Dune analytics, Polymarket Data API, and automated scoring.

Polymarket Copy Tracker

Analyze top Polymarket traders for copy trading signals.

Data Sources

Data API (data-api.polymarket.com) - Wallet history (public, no auth)
Polymarket.com/leaderboard - Top traders page (extract wallet addresses)

Quick Start

Step 1: Get wallet addresses

bash

python3 scripts/find_top_traders.py --limit 20

Step 2: Analyze a wallet

bash

python3 scripts/analyze_wallet.py 0xWALLET_ADDRESS
python3 scripts/analyze_wallet.py 0xWALLET_ADDRESS --json  # raw JSON output

Step 3: Score multiple wallets

bash

python3 scripts/copy_score.py wallet1 wallet2 wallet3 ...

API Endpoints

Data API (Public)

bash

# Open positions
GET https://data-api.polymarket.com/positions?user=WALLET&limit=50

# Closed/resolved positions
GET https://data-api.polymarket.com/closed-positions?user=WALLET&limit=50

# Trade history
GET https://data-api.polymarket.com/trades?user=WALLET&limit=100

Key fields in positions:

title - Market name
size - Number of shares
avgPrice - Average entry price
currentValue - Current market value
cashPnl - Unrealized P&L (open positions)
realizedPnl - Realized P&L (resolved positions)
outcome - Selected outcome (Yes/No/Team name)
redeemable - True if resolved and can be redeemed

Scoring Criteria

Metric	Weight	Good	Bad
Win Rate	40%	≥65%	<45%
Total PnL	30%	≥$1000	<$0
Risk Score	20%	<0.8	≥1.0
Sample Size	10%	≥20 trades	<5 trades

Risk Score = Avg Loss / Avg Win (lower = better, <1.0 means wins > losses)

Final Score: 0-100 → COPYABLE (≥70), CAUTION (45-69), NOT RECOMMENDED (<45)

Example Output

=== Analyzing Wallet: 0xf19572...8057 ===

CLOSED POSITIONS (Win Rate & PnL)
==================================================
Total Closed:    49
Win Rate:        67.3%  (33W / 16L)
Total PnL:       +$2,223,761
Avg Win:         $110,028
Avg Loss:        $87,948
Risk Score:      0.80  ✅ GOOD

OPEN POSITIONS: 8 | Value: $17,739 | Unrealized: -$445,325

COPY ASSESSMENT
==================================================
Score: 92/100  ✅ COPYABLE
  ✅ High win rate (67%)
  ✅ Excellent PnL ($2,223,761)
  ✅ Low risk (score 0.80)
  ✅ Good sample (49 trades)

Scripts

Script	Purpose
`find_top_traders.py`	Extract wallet addresses from polymarket.com/leaderboard
`analyze_wallet.py`	Deep-dive a single wallet (positions, trades, score)
`copy_score.py`	Score and rank multiple wallets in parallel

Curated Wallet Database

See references/top-wallets.md for a curated list of high-quality wallets organized by tier:

Tier 2 wallets are best for copy trading (high ROI + human-scale activity)
Includes filtering notes (skip protocol addresses, bots, etc.)

Discovery Methods

See references/discovery-methods.md for 5 methods to find wallets:

Dune Profitability Dashboard — PnL/ROI rankings (free, no login)
Dune Wallet Analyzooooor — Per-wallet win rate (free, needs login)
Polymarket Data API — Real-time positions (public API)
Polymarket Leaderboard — Quick browse top traders
Polymarket Profile Page — Visual current positions

Quick Workflow

bash

# 1. Score a known wallet
python3 scripts/analyze_wallet.py 0x2785e7022dc20757108204b13c08cea8613b70ae

# 2. Compare multiple candidates
python3 scripts/copy_score.py 0x2785e702... 0xed107a85... 0x6a72f618...

# 3. Find new top traders
python3 scripts/find_top_traders.py --limit 20

Notes

Data API is public (read-only, no auth required)
Rate limit: ~100 req/min
Not all wallets have public history (new or privacy)
closed-positions has resolved trades, positions has open trades
PnL is calculated from face value (shares × $1) minus cost (shares × avgPrice)
Dune data is all-time historical; API shows recent activity
Wallets with 0 trades but huge PnL are protocol addresses — skip them
Wallets with >500K trades are likely market-making bots — not suitable for copy trading

Files

SKILL.md and 5 other files (scripts, references) in skills/polymarket-copy-tracker of aAAaqwq/AGI-Super-Team.

SKILL.md
references/discovery-methods.md
references/top-wallets.md
scripts/analyze_wallet.py
scripts/copy_score.py
scripts/find_top_traders.py

Open the folder on GitHubat commit 331ecd3

Compare with similar skills

Polymarket Copy Tracker next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Polymarket Copy Tracker compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Polymarket Copy Tracker this skillaAAaqwq/AGI-Super-Team	105	—	~1.1k	Automated safety check: Pass	MIT	yesterday
Digital Oraclekomako-workshop/digital-oracle	875	—	~5.9k	Automated safety check: Pass	MIT	2 mo ago
Polyclawchainstacklabs/polyclaw	359	1 repos	~2k	Automated safety check: Pass	Apache-2.0	5 mo ago
Polymarket TradingBlockRunAI/ClawRouter	6.6k	—	~1.4k	Automated safety check: Pass	MIT	4 days ago
Dr Manhattanguzus/dr-manhattan	204	—	~2k	Automated safety check: Pass	Apache-2.0	2 mo ago
Fintoolsecond-state/fintool	316	—	~5.9k	Automated safety check: Pass	None	4 mo ago

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Questions about Polymarket Copy Tracker

What does Polymarket Copy Tracker do?

Analyze top Polymarket traders for copy trading. An agent skill from aAAaqwq/AGI-Super-Team. Polymarket Copy Tracker is an agent skill from aAAaqwq/AGI-Super-Team. Analyze top Polymarket traders for copy trading.

When should I use Polymarket Copy Tracker?

Polymarket Copy Tracker fits situations like: asked to find best traders to copy; analyze trader performance/history; evaluate wallet PnL; discover high-ROI wallets.

How do I install Polymarket Copy Tracker in Claude Code?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill polymarket-copy-tracker -a claude-code`. Or copy the skill folder (skills/polymarket-copy-tracker in aAAaqwq/AGI-Super-Team) into .claude/skills/polymarket-copy-tracker in your project. Claude Code loads it when a task matches its description.

How do I install Polymarket Copy Tracker in Codex?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill polymarket-copy-tracker -a codex`. Or copy the skill folder (skills/polymarket-copy-tracker in aAAaqwq/AGI-Super-Team) into .agents/skills/polymarket-copy-tracker in your project. Codex loads it when a task matches its description.

Can I use Polymarket Copy Tracker in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aAAaqwq/AGI-Super-Team --skill polymarket-copy-tracker -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/polymarket-copy-tracker, .gemini/skills/polymarket-copy-tracker, .github/skills/polymarket-copy-tracker and .opencode/skills/polymarket-copy-tracker in your project.

What does Polymarket Copy Tracker need to run?

Going by SKILL.md and its folder, Polymarket Copy Tracker needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Polymarket Copy Tracker access the network?

SKILL.md names 1 domain. In commands or code: data-api.polymarket.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Polymarket Copy Tracker safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Polymarket Copy Tracker use?

Polymarket Copy Tracker is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Polymarket Copy Tracker use?

About 1.1k tokens (SKILL.md is roughly 4.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.9k tokens, read only when the agent opens those files.

What are the alternatives to Polymarket Copy Tracker?

Skills that share tags, products or a category with Polymarket Copy Tracker: Digital Oracle (komako-workshop/digital-oracle, 875 stars), Polyclaw (chainstacklabs/polyclaw, 359 stars), Polymarket Trading (BlockRunAI/ClawRouter, 6.6k stars) and Dr Manhattan (guzus/dr-manhattan, 204 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Polymarket Copy Tracker?

aAAaqwq (a GitHub user) maintains it in aAAaqwq/AGI-Super-Team, which has 105 GitHub stars. The repository holds 167 skills in this directory. The repository was last updated on October 8, 2026.

Source: aAAaqwq/AGI-Super-Team on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Polymarket Copy Tracker

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Polymarket Copy Tracker

Data Sources

Quick Start

Step 1: Get wallet addresses

Step 2: Analyze a wallet

Step 3: Score multiple wallets

API Endpoints

Data API (Public)

Scoring Criteria

Example Output

Scripts

Curated Wallet Database

Discovery Methods

Quick Workflow

Notes

Files

Compare with similar skills

Similar skills

More from aAAaqwq/AGI-Super-Team

Related

Questions about Polymarket Copy Tracker