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name kryptogo-meme-trader
version 2.6.0
description [DEPRECATED 2026-05-04] Analyze and trade meme coins using KryptoGO's on-chain cluster analysis platform. NOTE: The kg-xyz analysis backend (wallet-data.kryptogo.app) is shutting down on 2026-05-04 — cluster analysis, wallet labels, signal dashboard, and DCA/limit order tools will stop working after that date. Swap execution via the OKX DEX aggregator continues to function.
author KryptoGO
license MIT
homepage https://www.kryptogo.xyz
docs
user_guide whitepaper
tags
solana
trading
meme-coins
defi
agent-trading
on-chain-analysis
cluster-analysis
kryptogo
platform solana
api_base https://wallet-data.kryptogo.app
metadata
openclaw
requires security
env bins network permissions runtime_installs primaryEnv
KRYPTOGO_API_KEY
SOLANA_PRIVATE_KEY
SOLANA_WALLET_ADDRESS
python3
pip
openclaw
wallet-data.kryptogo.app
filesystem:write:~/.openclaw/workspace/.env
filesystem:write:~/.openclaw/workspace/memory/
pip: solders, requests (installed by scripts/setup.py on first run)
KRYPTOGO_API_KEY
default_mode trade_confirmation autonomous_trading credential_access credential_file_read credential_file_read_note local_signing_only
supervised
required_by_default
opt_in
environment_variables_only
setup_script_only
Only scripts/setup.py reads and writes ~/.openclaw/workspace/.env for initial keypair generation and address repair. All other scripts access credentials exclusively via pre-loaded environment variables.
true

KryptoGO Meme Trader Agent Skill

SHUTDOWN NOTICE — kg-xyz Analysis Backend

The KryptoGO XYZ analysis backend (wallet-data.kryptogo.app) will be discontinued on 2026-05-04.

After this date, all tools that depend on cluster analysis, wallet labels, signal dashboards, and DCA/limit order reconstruction will no longer function. The swap execution path (OKX DEX aggregator + local transaction signing) is independent of the kg-xyz backend and will continue to work.

Per-tool impact is annotated inline below. Scripts and MCP tool implementations have been kept in place so they fail gracefully (backend will return HTTP errors) and so a revert remains simple if plans change.

Overview

This skill enables an AI agent to analyze and trade meme coins through the KryptoGO platform, combining deep on-chain cluster analysis with trade execution.

Degraded functionality starting 2026-05-04: cluster analysis, wallet/token labels, signal dashboard, DCA/limit order reconstruction, and portfolio P&L enrichment will stop working when the kg-xyz backend shuts down. Swap execution continues.

Analysis (multi-chain: Solana, BSC, Base, Monad): wallet clustering, accumulation/distribution detection, address behavior labels, network-wide accumulation signals (Pro/Alpha tier).

Trading (Solana only): portfolio monitoring with PnL tracking, swap execution via DEX aggregator, local transaction signing (private key never leaves the machine).

Default mode is supervised — all trades require user confirmation. Autonomous trading is available as opt-in. See references/autonomous-trading.md for autonomous mode, cron setup, and learning system details.

When to Use

  • User asks to analyze a meme coin or token on Solana/BSC/Base/Monad
  • User asks to trade, buy, or sell tokens
  • User asks to scan for trending tokens or market opportunities
  • User asks to monitor portfolio positions or check PnL
  • Cron-triggered periodic portfolio monitoring and signal scanning

When NOT to Use

  • BTC/ETH/major L1 macro analysis, NFTs, cross-chain bridging, non-DEX transactions, non-Solana trading

Setup Flow

1. Get API Key

  1. Go to kryptogo.xyz/account and create an API key

  2. Add to ~/.openclaw/workspace/.env:

    echo 'KRYPTOGO_API_KEY=sk_live_YOUR_KEY' >> ~/.openclaw/workspace/.env && chmod 600 ~/.openclaw/workspace/.env

Do NOT paste your API key directly in chat. Always set secrets via .env file.

2. Generate Agent Wallet

python3 scripts/setup.py

Creates a Solana keypair, saves to .env with chmod 600, prints public address to fund.

3. Fund the Wallet

Send SOL to the agent's public address (minimum 0.1 SOL).

Security Rules

  • NEVER print, log, or include private keys in any message or CLI argument
  • NEVER accept secrets pasted directly in chat — instruct users to set them in .env
  • NEVER use the Read tool on .env — load credentials via source command only
  • Runtime scripts do NOT read .env directly — all credentials are accessed via environment variables only, which must be pre-loaded by the caller (source ~/.openclaw/workspace/.env)
  • Exception: scripts/setup.py reads and writes .env for initial keypair generation and address repair — this is the only script that touches credential files
  • Private key stays in memory only during local signing — never sent to any server

Authentication

All endpoints require: Authorization: Bearer sk_live_<48 hex chars>

Tier Daily API Calls Trading Fee Signal Dashboard KOL Finder
Free 100 calls/day 1% No No
Pro 1,000 calls/day 0.5% Yes Yes
Alpha 5,000 calls/day 0% Yes Yes

Agent Behavior

Session Initialization

On every session start (including heartbeat/cron), the agent MUST load credentials BEFORE running any scripts:

source ~/.openclaw/workspace/.env

This is REQUIRED — scripts do not read .env directly. All credentials are accessed via environment variables only.

Default Mode: Supervised

By default, the agent operates in supervised mode: it analyzes tokens, presents recommendations, and waits for user approval before executing any trade. Stop-loss/take-profit conditions are reported to the user but not auto-executed.

To enable autonomous trading, set require_trade_confirmation: false in preferences. See references/autonomous-trading.md for full details.

Persistence (CRITICAL)

IMMEDIATELY after submitting a transaction, the agent MUST:

  1. Write trade details to memory/trading-journal.json with status: "OPEN"
  2. Include: token_symbol, token_address, entry_price, position_size_sol, tx_hash, timestamp

User Preferences

Store in memory/trading-preferences.json:

Preference Default Description
max_position_size 0.1 SOL Max SOL per trade
max_open_positions 5 Max concurrent open positions
max_daily_trades 20 Max trades per day
stop_loss_pct 30% Notify/sell when loss exceeds this
take_profit_pct 100% Notify/sell when gain exceeds this
min_market_cap $500K Skip tokens below this
scan_count 10 Trending tokens per scan
risk_tolerance "conservative" "conservative" (skip medium risk), "moderate" (ask on medium), "aggressive" (auto-trade medium)
require_trade_confirmation true Set to false for autonomous mode
chains ["solana"] Chains to scan

Safety Guardrails

Trading Limits (Hard Caps)

Limit Default Overridable?
Max single trade 0.1 SOL Yes, via max_position_size
Max concurrent positions 5 Yes, via max_open_positions
Max daily trade count 20 Yes, via max_daily_trades
Price impact abort >10% No — always abort
Price impact warn >5% No — always warn

If any limit is hit, the agent must stop and notify the user.

Credential Isolation

Runtime scripts in this skill do NOT read .env files directly. All credentials are accessed via environment variables only, which must be pre-loaded by the caller (source ~/.openclaw/workspace/.env). This ensures no runtime script can independently access or exfiltrate credential files.

Exception: scripts/setup.py reads and writes .env — it loads existing keys to avoid regeneration, backs up .env before changes, and writes new keypair entries. This is the only script that touches credential files, and it runs only during initial setup or explicit --force regeneration.

Automated Monitoring (Cron)

Quick Setup

# Supervised mode (default): analysis + notifications, no auto-execution
source ~/.openclaw/workspace/.env && bash scripts/cron-examples.sh setup-default

# Autonomous mode (opt-in): auto-buys and auto-sells
source ~/.openclaw/workspace/.env && bash scripts/cron-examples.sh setup-autonomous

# Remove all cron jobs
bash scripts/cron-examples.sh teardown
Job Interval Default Behavior
stop-loss-tp 5 min Report triggered conditions, do NOT auto-sell
discovery-scan 1 hour Analyze and send recommendations, do NOT auto-buy

For full cron configuration, manual setup, heartbeat alternative, and monitoring workflow details, see references/autonomous-trading.md.

On-Chain Analysis Framework (7-Step Pipeline)

⚠️ Unavailable after 2026-05-04: Steps 1–6 all hit wallet-data.kryptogo.app and will stop working when the kg-xyz backend shuts down. Step 7 (execute trade via swap.py) continues to work, since the swap path routes through the OKX DEX aggregator and signs locally.

Step 1: Token Overview & Market Cap Filter

/token-overview?address=<mint>&chain_id=<id> — get name, price, market cap, holders, risk_level. Skip if market cap < min_market_cap.

Step 2: Cluster Analysis

/analyze/<mint>?chain_id=<id> — wallet clusters, top holders, metadata.

  • ≥30-35% = "controlled" — major entity present
  • ≥50% = high concentration risk
  • Single cluster >50% → skip (rug pull risk)

Free tier limitation: Cluster analysis only returns the top 2 clusters. To see full cluster data, upgrade at kryptogo.xyz/pricing.

Step 3: Cluster Trend (Multi-Timeframe)

/analyze-cluster-change/<mint> — cluster_ratio + changes across 15m/1h/4h/1d/7d.

Core insight: Price and cluster holdings DIVERGING is the key signal.

  • Rising price + falling cluster % = distribution (bearish)
  • Falling price + rising cluster % = accumulation (bullish)

Step 4: Address Labels + Sell Pressure Verification

  1. /token-wallet-labels → identify dev/sniper/bundle wallets
  2. /balance-history for each risky address → check if still holding
  3. Compute risky_ratio = active risky holdings / total cluster holdings

  4. 30% = high risk, 10-30% = medium, <10% = low

Labels represent behavioral history, not current holdings. Always verify via /balance-history.

Step 5: Deep Dive (Optional)

/balance-history, /balance-increase/<mint>, /top-holders-snapshot/<mint>, /analyze-dca-limit-orders/<mint>, /cluster-wallet-connections

Step 6: Decision

Apply Bullish Checklist from references/decision-framework.md.

Step 7: Execute Trade

Use scripts/swap.py for execution — handles wallet_address injection, error checking, and journal logging.

✓ Continues to work after 2026-05-04: swap execution goes through the OKX DEX aggregator with local signing and is independent of the kg-xyz backend.

source ~/.openclaw/workspace/.env && python3 scripts/swap.py <token_mint> 0.1
source ~/.openclaw/workspace/.env && python3 scripts/swap.py <token_mint> <amount> --sell

API Quick Reference

⚠️ After 2026-05-04: Every endpoint below is served by wallet-data.kryptogo.app and will be shut down. The swap tool (swap_tokens / scripts/swap.py) bypasses these endpoints and routes to the OKX DEX aggregator directly, so it continues to work.

Endpoint Method Purpose After 2026-05-04
/agent/account GET Check tier & quota ⚠️ Unavailable
/agent/trending-tokens GET Scan trending tokens ⚠️ Unavailable
/agent/portfolio GET Wallet portfolio + PnL ⚠️ Unavailable (P&L enrichment); balances still fetchable via Solana RPC
/agent/swap POST Build unsigned swap tx (Solana only) ⚠️ Unavailable (swap now routes through OKX DEX; see scripts/swap.py)
/agent/submit POST Submit signed tx (Solana only) ⚠️ Unavailable (submit directly to Solana RPC instead)
/token-overview GET Token metadata & market data ⚠️ Unavailable
/analyze/:token_mint GET Full cluster analysis ⚠️ Unavailable
/analyze-cluster-change/:token_mint GET Cluster ratio trends ⚠️ Unavailable
/balance-history POST Time-series balance data ⚠️ Unavailable
/wallet-labels POST Behavior labels ⚠️ Unavailable
/token-wallet-labels POST Token-specific labels ⚠️ Unavailable
/signal-dashboard GET Curated accumulation signals (Pro+) ⚠️ Unavailable

Full request/response details: see references/api-reference.md

Multi-Chain Support

Chain chain_id Analysis Trading
Solana 501 Yes Yes
BSC 56 Yes No
Base 8453 Yes No
Monad 143 Yes No

Error Handling

Code Meaning Action
400 Bad Request Check parameters
401 Unauthorized Check API key
402 Quota Exceeded Wait for daily reset or upgrade
403 Forbidden Requires higher tier
502/504 Server error Retry once after 10s

Operational Scripts

All scripts require credentials to be pre-loaded: source ~/.openclaw/workspace/.env before running.

Post-shutdown (2026-05-04): portfolio.sh, trending.sh, analysis.sh, and test-api.sh all call the kg-xyz backend and will begin returning HTTP errors. swap.py continues to work because it uses the OKX DEX aggregator and signs locally. Scripts are kept in place so that the skill fails gracefully and a revert remains trivial if the backend comes back.

source ~/.openclaw/workspace/.env && bash scripts/portfolio.sh              # Portfolio check        (⚠️ breaks after 2026-05-04)
source ~/.openclaw/workspace/.env && bash scripts/trending.sh               # Trending tokens        (⚠️ breaks after 2026-05-04)
source ~/.openclaw/workspace/.env && bash scripts/analysis.sh               # Full analysis dashboard (⚠️ breaks after 2026-05-04)
source ~/.openclaw/workspace/.env && python3 scripts/swap.py <mint> 0.1     # Buy                     (✓ continues to work)
source ~/.openclaw/workspace/.env && python3 scripts/swap.py <mint> <amt> --sell  # Sell              (✓ continues to work)
source ~/.openclaw/workspace/.env && bash scripts/test-api.sh               # API connectivity test   (⚠️ breaks after 2026-05-04)

Learning & Adaptation

The agent improves over time by recording trades, analyzing outcomes, and adjusting strategy. Every trade is logged to memory/trading-journal.json, losses trigger post-mortems, and periodic reviews propose parameter changes.

For full details on the learning system, trade journal format, post-mortem process, and strategy reviews, see references/autonomous-trading.md.

Core Concepts

Concept Key Insight
Cluster Group of wallets controlled by same entity
Cluster Ratio % of supply held by clusters. ≥30% = controlled, ≥50% = high risk
Developer Deployed the token. Highest dump risk
Sniper Bought within 1s of creation. Sell pressure if not cleared
Smart Money Realized profit >$100K. Accumulation often precedes price moves
Accumulation Cluster % rising + price consolidating = bullish
Distribution Price rising + cluster % falling = bearish

Full concepts guide: see references/concepts.md

Best Practices

  1. Always check /agent/account first to confirm tier and quota
  2. Always check /agent/portfolio on startup to detect existing positions
  3. Never expose private keys in logs, messages, or CLI arguments
  4. Validate price impact before submitting — abort >10%, warn >5%
  5. Sign and submit promptly — blockhash expires after ~60 seconds
  6. Persist state to memory/trading-state.json after every action
  7. Log every trade to journal — no exceptions
  8. Read memory/trading-lessons.md before scanning — avoid repeating known bad patterns

File Structure

kryptogo-meme-trader/
├── SKILL.md                       ← You are here
├── package.json
├── .env.example
├── references/
│   ├── api-reference.md           ← Full API docs
│   ├── concepts.md                ← Core concepts
│   ├── decision-framework.md      ← Entry/exit strategies
│   └── autonomous-trading.md      ← Autonomous mode, cron, learning system
├── scripts/
│   ├── setup.py                   ← First-time setup
│   ├── cron-examples.sh           ← Cron configurations
│   ├── portfolio.sh / trending.sh / analysis.sh / test-api.sh
│   ├── swap.py                    ← Swap executor
│   └── trading-preferences.example.json
└── examples/
    ├── trading-workflow.py
    └── deep-analysis-workflow.py