Crypto Trading Fundamentals: From Charts to Execution

Learn to read on‑chain data and execute trades with confidence, not guesswork.

Disclaimer: This playbook is for educational purposes only. Nothing here constitutes financial advice. Crypto trading involves significant risk of loss. Always do your own research (DYOR) and never invest more than you can afford to lose.

Quick Start

You follow crypto Twitter, but you still lose money. This playbook builds a systematic approach to on‑chain analysis and DEX trading.

Who It's For

Crypto‑curious developers and traders who want to move beyond speculation to data‑driven trading decisions.

The Pain (Trading blind)

• You buy tokens based on hype, not data.
• You don't know how to read on‑chain metrics before trading.
• You have no risk management system—just hope.

The Simple Learning Logic

• On‑chain data doesn't lie: Price charts can be manipulated, but blockchain transactions are transparent.
• Risk management first: Survival beats profit. Size your positions before you enter.

The Human‑Agent Split

Agent does

• Pulls on‑chain metrics (liquidity depth, holder distribution, transaction volume).
• Scans DEX pools for anomalies (sudden liquidity removal, concentrated holdings).
• Calculates position sizes based on your risk parameters.

Human does

• Sets risk tolerance and capital allocation.
• Makes the final buy/sell decision.
• Monitors portfolio and adjusts strategy.

The 4‑Step Routine (30 min/day)

1) Scan (5 min) Review the agent's overnight summary of watched tokens—volume changes, whale movements, liquidity shifts.

2) Analyze (10 min) Pick one token. The agent pulls holder distribution, top wallet activity, and DEX pool health. You interpret the signals.

3) Plan (10 min) If a trade looks viable, define entry price, position size (never > 5% of portfolio), stop‑loss, and take‑profit levels.

4) Execute & Log (5 min) Place the trade on a DEX. Record your thesis and parameters so you can review later.

Expected Outcomes (Time‑boxed)

• 7 days: a working on‑chain analysis routine for one token.
• 14 days: a trade journal with 3+ documented trades and their outcomes.
• 30 days: a repeatable trading system with defined risk rules.

Starter Prompt (Example, Unverified)

Use this once to generate today's workflow:

Analyze this token on BSC: [contract address].
Pull: liquidity depth, top 10 holders %, 24h volume, buy/sell ratio.
Flag any red flags (honeypot indicators, concentrated ownership, declining liquidity).
Recommend position size for a $1000 portfolio with 2% max risk per trade.

Skill Pack

Candidate Skills (not yet verified)

• On‑Chain Data Aggregator: https://skills.sh/search?q=on-chain%20analysis
• DEX Pool Scanner: https://skills.sh/search?q=dex%20pool%20scanner
• Trade Risk Calculator: https://skills.sh/search?q=trade%20risk%20calculator
• Portfolio Tracker: https://skills.sh/search?q=crypto%20portfolio

Verified Skills (downloadable)

• @lobster-u/chain-analyzer: https://skills.sh/lobster-u/chain-analyzer
• @lobster-u/dex-trader: https://skills.sh/lobster-u/dex-trader
• @lobster-u/wallet-monitor: https://skills.sh/lobster-u/wallet-monitor

Evidence & Verification

• UNTESTED: Not yet validated by humans
• TESTED: 2+ users × 3 days
• VERIFIED: 10+ users × 7 days

Current status: UNTESTED

If you test this, report your results and we'll upgrade the status.

Call to Action

Pick one token you're curious about. Run the on‑chain analysis before you check the price chart.

Open‑Source Community

This playbook is community‑maintained. If you improve it, share your changes so others benefit.

Contribute

• Improve clarity or add better scenarios
• Add a real downloadable skill (link + repo)
• Report test results (what you tried, for how long, and the outcome)

Change Log

• 2026‑03‑09 (UTC): Initial version.