Agent skill

Trading Plan Generator

by jamesrochabrun in jamesrochabrun/skills

Generate comprehensive trading plans with risk management, position sizing, entry/exit strategies, and performance tracking to trade with discipline and consistency.

MITAuto-check passedBusiness, Finance & HR

Install Trading Plan Generator

skills CLI
$ npx skills add jamesrochabrun/skills --skill trading-plan-generator -a claude-code

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

GitHub CLI
$ gh skill install jamesrochabrun/skills trading-plan-generator --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/jamesrochabrun/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/trading-plan-generator .claude/skills/trading-plan-generator && 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/

Facts

Skill name
trading-plan-generator
GitHub stars
216
Token cost
~3.8k tokens
SKILL.md length
1,760 words
Files
6 (incl. scripts, references)
Skills in repo
23
Repo updated
First seen
Licence
MIT

At a glance

Generate comprehensive trading plans with risk management, position sizing, entry/exit strategies, and performance tracking to trade with discipline and consistency.

  • Works in 12 steps: Trading Goals & Mindset → Risk Management (MOST IMPORTANT) → Market Selection → …
  • Tasks that involve Trading and backtesting
  • SKILL.md covers What This Skill Does, Why You Need a Trading Plan, Core Components of a Trading… and Risk Management Frameworks, plus 4 more sections
  • Runs Shell scripts from its folder

What it does

Trading Plan Generator is an agent skill from jamesrochabrun/skills. Generate comprehensive trading plans with risk management, position sizing, entry/exit strategies, and performance tracking to trade with discipline and consistency.

Its SKILL.md is about 3.8k 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/risk_management.md`, `references/trading_psychology.md` and `scripts/generate_plan.sh`).

It sits in Business, Finance & HR, covering Trading and backtesting. The licence is MIT.

When your agent uses it

  • Tasks that involve Trading and backtesting

Example prompts

  • “/trading-plan-generator”

Requirements

  • A Bash shell

Workflow steps

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

  1. Trading Goals & Mindset
  2. Risk Management (MOST IMPORTANT)
  3. Market Selection
  4. Trading Setup Criteria
  5. Entry Rules
  6. Exit Rules
  7. Trade Management
  8. Psychology & Discipline
  9. Performance Tracking
  10. Start Small
  11. Focus on Process
  12. Protect Capital

What it can do on your machine

Read from SKILL.md and the folder at commit 2482c17. 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/ (Shell), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    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

Trading Plan Generator loads about 3.8k tokens when it runs, and up to ~9.1k if it reads all its reference files. Until then it costs about 47 tokens; SKILL.md has 1,760 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~47
When it runs · the whole SKILL.md, loaded when a task matches
~3.8k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~9.1k

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 jamesrochabrun/skills at commit 2482c17, republished under its MIT licence (© jamesrochabrun). 1,760 words, ~3,798 tokens.

Download SKILL.mdSave it as .claude/skills/trading-plan-generator/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
trading-plan-generator
description
Generate comprehensive trading plans with risk management, position sizing, entry/exit strategies, and performance tracking to trade with discipline and consistency.

Trading Plan Generator

A comprehensive skill for creating disciplined, rule-based trading plans that help you manage risk, control emotions, and trade consistently.

What This Skill Does

Helps you create professional trading plans for:

  • Day Trading - Intraday positions, quick scalps
  • Swing Trading - Multi-day to multi-week positions
  • Position Trading - Long-term trend following
  • Options Trading - Directional and income strategies
  • Investing - Long-term portfolio management

Why You Need a Trading Plan

Without a plan:

  • Emotional, impulsive decisions
  • Inconsistent position sizing
  • No clear entry/exit rules
  • Revenge trading after losses
  • Account blowup risk
  • Can't identify what works

With a plan:

  • Disciplined, rule-based trading
  • Consistent risk management
  • Clear decision framework
  • Emotional control
  • Long-term profitability
  • Measurable improvement

The Stats:

  • 90% of traders fail (most have no plan)
  • Professional traders ALL have written plans
  • Plan + discipline = edge

Core Components of a Trading Plan

1. Trading Goals & Mindset
  • Financial goals (realistic)
  • Time commitment
  • Risk tolerance
  • Trading philosophy
  • Success definition
2. Risk Management (MOST IMPORTANT)
  • Maximum risk per trade (1-2% recommended)
  • Maximum daily loss limit
  • Maximum drawdown tolerance
  • Position sizing rules
  • Stop-loss requirements
  • Risk/reward minimums
3. Market Selection
  • What markets you trade (stocks, forex, crypto, options)
  • Liquidity requirements
  • Price range preferences
  • Sector focus (if any)
  • What you DON'T trade
4. Trading Setup Criteria
  • Entry signals (technical/fundamental)
  • Confirmation requirements
  • Timeframes used
  • Pattern recognition
  • Market condition filters
5. Entry Rules
  • Exact entry triggers
  • Order types (market, limit, stop)
  • Position sizing calculation
  • Scaling in (if allowed)
  • Time-of-day restrictions
6. Exit Rules
  • Stop-loss placement (hard rules)
  • Take-profit targets
  • Trailing stop strategies
  • Time-based exits
  • Scaling out rules
  • Break-even stops
7. Trade Management
  • When to adjust stops
  • When to add to position
  • When to reduce size
  • When to exit early
  • Never scenarios (what you never do)
8. Psychology & Discipline
  • Pre-market routine
  • Emotional state check
  • Tilt recognition
  • Break requirements
  • End-of-day review
  • Accountability measures
9. Performance Tracking
  • Trade journal requirements
  • Metrics to track
  • Review frequency
  • Improvement process
  • Strategy adjustment criteria

Risk Management Frameworks

Never risk more than 1% of account on single trade

Example:

  • Account size: $50,000
  • Maximum risk per trade: $500 (1%)
  • Stock entry: $100
  • Stop-loss: $98
  • Risk per share: $2
  • Position size: $500 / $2 = 250 shares
  • Total position: $25,000 (50% of account)
  • Actual risk: $500 (1% of account)

Benefits:

  • Can survive 20+ consecutive losses
  • Removes emotion from sizing
  • Consistent risk across trades
  • Protects capital
The 2R Minimum Rule

Only take trades with 2:1 reward-to-risk or better

Example:

  • Entry: $100
  • Stop: $98 (risk = $2)
  • Target: $104 (reward = $4)
  • R:R = 2:1 ✅

Why it matters:

  • Can be profitable with 40% win rate
  • Forces selective trading
  • Improves overall edge
Maximum Drawdown Limit

Hard stop trading if down X% from peak

Recommendations:

  • Conservative: 10% drawdown → stop trading
  • Moderate: 15% drawdown → stop trading
  • Aggressive: 20% drawdown → stop trading

When hit:

  1. Stop trading immediately
  2. Review all trades
  3. Identify mistakes
  4. Paper trade until recovered mentally
  5. Resume with reduced size

Trading Styles

Day Trading

Definition: Open and close all positions same day

Characteristics:

  • Multiple trades per day
  • No overnight risk
  • Pattern Day Trader rules ($25K minimum)
  • High screen time requirement
  • Quick decisions

Best for:

  • Full-time traders
  • High risk tolerance
  • Quick decision makers
  • Pattern recognition skills

Key rules:

  • Never hold overnight
  • Reduce size near close
  • Stop trading after daily loss limit
  • First 30 min often volatile
Swing Trading

Definition: Hold positions 2-10 days

Characteristics:

  • 2-5 trades per week
  • Overnight risk acceptable
  • Part-time friendly
  • Technical + fundamental mix

Best for:

  • Part-time traders
  • Day job professionals
  • Trend followers
  • Patient traders

Key rules:

  • Always use stop-losses
  • Check positions before/after market
  • Respect earnings dates
  • Weekend gap risk consideration
Position Trading

Definition: Hold positions weeks to months

Characteristics:

  • Long-term trend following
  • Fundamental focus
  • Low trade frequency
  • Larger position sizes

Best for:

  • Investors with edge
  • Low time availability
  • Fundamental analysts
  • Macro trend followers

Key rules:

  • Wide stops (volatility-based)
  • Focus on major trends
  • Ignore daily noise
  • Strong thesis required

Entry Strategies

Technical Entry Methods

1. Breakout Entry

  • Price breaks above resistance
  • Increased volume confirmation
  • Wait for pullback or buy breakout
  • Stop below breakout level

2. Pullback Entry

  • Wait for trend pullback
  • Enter at support/moving average
  • Continuation confirmation
  • Stop below support

3. Reversal Entry

  • Identify overextended move
  • Look for reversal signals
  • Multiple confirmations required
  • Wider stops needed

4. Pattern Completion

  • Specific pattern (flag, triangle, etc.)
  • Pattern completion signal
  • Volume confirmation
  • Target based on pattern
Fundamental Entry Triggers

For Stocks:

  • Earnings surprise
  • Guidance raise
  • Product launch
  • Sector rotation
  • Insider buying
  • Short squeeze setup

For Macro:

  • Fed policy change
  • Economic data surprise
  • Geopolitical event
  • Seasonality

Exit Strategies

Stop-Loss Methods

1. Percentage Stop

  • Fixed % below entry
  • Simple and clear
  • Example: 2% below entry

2. Support/Resistance Stop

  • Below key technical level
  • Makes technical sense
  • Varies by setup

3. ATR-Based Stop

  • 1.5-2x Average True Range
  • Adapts to volatility
  • Prevents whipsaw

4. Time Stop

  • Exit if no progress in X days
  • Frees up capital
  • Prevents dead money
Take-Profit Methods

1. Fixed R Multiple

  • 2R, 3R, 4R targets
  • Predetermined exit
  • Consistent methodology

2. Technical Target

  • Previous resistance
  • Fibonacci extension
  • Measured move
  • Pattern target

3. Trailing Stop

  • Move stop as profit grows
  • Lock in gains
  • Ride trends longer

4. Partial Profits

  • Take 50% at 2R
  • Trail remaining 50%
  • Reduces regret
  • Balances risk/reward

Position Sizing Formulas

Fixed Dollar Risk
Position Size = Account Risk $ / (Entry - Stop)

Example:
- Account: $50,000
- Risk per trade: $500 (1%)
- Entry: $100
- Stop: $97
- Risk per share: $3
- Shares: $500 / $3 = 166 shares
Fixed Percentage Risk
Position Size = (Account × Risk %) / (Entry - Stop)

Example:
- Account: $50,000
- Risk: 1%
- Entry: $50
- Stop: $48
- Risk per share: $2
- Shares: ($50,000 × 0.01) / $2 = 250 shares
Kelly Criterion (Advanced)
Position Size % = (Win Rate × Avg Win - Loss Rate × Avg Loss) / Avg Win

Example:
- Win rate: 55%
- Avg win: $500
- Loss rate: 45%
- Avg loss: $300
- Kelly: (0.55 × $500 - 0.45 × $300) / $500 = 28%
- Use 1/4 Kelly = 7% position size (conservative)

Warning: Kelly can be aggressive, use fractional Kelly

Trading Psychology

Pre-Market Routine
  • Review previous day's trades
  • Check overnight news
  • Identify key levels
  • Plan potential setups
  • Check emotional state
  • Confirm risk limits
Emotional State Check

Don't trade if:

  • Angry or frustrated
  • Desperate for money
  • Revenge mindset
  • Distracted or tired
  • Overconfident
  • Fearful

Green light to trade:

  • Calm and focused
  • Following plan
  • Accepting of losses
  • Patient for setups
  • Clear-headed
Tilt Recognition

Warning signs:

  • Increasing position size
  • Abandoning stops
  • Taking marginal setups
  • Revenge trading
  • Checking P&L constantly
  • Breaking rules

When tilting:

  1. Stop trading immediately
  2. Close all positions
  3. Take a break (hour/day/week)
  4. Review what triggered it
  5. Return when calm
Daily Loss Limit

Critical rule: Stop trading at daily loss limit

Example:

  • Daily limit: -2% of account
  • Account: $50,000
  • Stop at: -$1,000 loss

Why it matters:

  • Prevents blowup days
  • Forces you to stop tilting
  • Tomorrow is another day
  • Protects capital

Market Conditions & Filters

When to Trade
  • Market trending clearly
  • Volatility in normal range
  • Volume above average
  • Your setups present
  • Clear technical levels
  • Emotional state good
When NOT to Trade
  • Choppy, rangebound market
  • Major news pending (FOMC, etc.)
  • Low volume (holidays)
  • Extreme volatility
  • No clear setups
  • Emotional/tilting
Show full SKILL.md (704 more words)Show less
Market Regime Recognition

Bull Market:

  • Buy dips
  • Longer holds
  • Reduce short exposure
  • Follow momentum

Bear Market:

  • Sell rips
  • Shorter holds
  • Reduce long exposure
  • Focus on defense

Sideways/Choppy:

  • Reduce size
  • Take quick profits
  • Avoid breakout trades
  • Trade ranges

Performance Tracking

Metrics to Track

Win Rate:

  • % of trades profitable
  • Target: >50% for day trading, >40% for swing

Average Win vs Average Loss:

  • Avg $ won on winners
  • Avg $ lost on losers
  • Should be 1.5:1 or better

Profit Factor:

  • Gross profit / Gross loss
  • 1.5 is good, >2.0 is excellent

Expectancy:

  • (Win Rate × Avg Win) - (Loss Rate × Avg Loss)
  • Must be positive to be profitable

Maximum Drawdown:

  • Largest peak-to-trough decline
  • Track and improve over time

Sharpe Ratio:

  • Return / Volatility
  • 1.0 is good

Trade Journal Requirements

For each trade log:

  • Date and time
  • Ticker/instrument
  • Entry price and size
  • Stop-loss and target
  • Exit price and reason
  • P&L ($ and %)
  • Setup/pattern
  • Market condition
  • Emotional state
  • Mistakes made
  • Lessons learned
  • Screenshot
Review Schedule

Daily:

  • Review all trades
  • Calculate P&L
  • Note mistakes
  • Plan next day

Weekly:

  • Calculate weekly metrics
  • Identify patterns
  • Best/worst trades
  • Rule compliance %

Monthly:

  • Full performance review
  • Strategy adjustments
  • Goal progress
  • Mindset check

Common Mistakes to Avoid

❌ Fatal Errors

1. No Stop-Loss

  • One bad trade can wipe account
  • ALWAYS use stops
  • No exceptions

2. Overleveraging

  • Position size too large
  • Can't handle normal volatility
  • Forced exits at worst time

3. Revenge Trading

  • Trading to "get back" losses
  • Emotional decisions
  • Breaks all rules

4. Moving Stops

  • Moving stop to avoid loss
  • Invalidates risk management
  • Path to blowup

5. Averaging Down Losers

  • Adding to losing position
  • Doubles down on mistake
  • Increases risk dramatically

6. No Plan

  • Winging it
  • Inconsistent decisions
  • Can't improve
✅ Best Practices

1. Risk < Reward

  • Always 2:1 R:R minimum
  • Selective trading
  • Math works in your favor

2. Consistent Sizing

  • Same risk each trade
  • Removes emotion
  • Sustainable growth

3. Follow Your Plan

  • Even when uncomfortable
  • Trust the process
  • Track compliance

4. Take Breaks

  • After losses
  • When tilting
  • Regularly

5. Keep Learning

  • Review trades
  • Study markets
  • Adapt and improve

Using This Skill

Generate a Trading Plan
bash
./scripts/generate_plan.sh

Interactive workflow guides you through:

  1. Trading style and goals
  2. Risk management rules
  3. Market and setup selection
  4. Entry and exit criteria
  5. Psychology and discipline
  6. Performance tracking
Validate Your Plan
bash
./scripts/validate_plan.sh path/to/plan.md

Checks for:

  • Risk management defined
  • Position sizing rules
  • Entry/exit criteria
  • Stop-loss requirements
  • Performance tracking
  • Completeness
Calculate Position Size
bash
./scripts/position_calculator.sh

Quick calculator for:

  • Shares based on risk
  • Risk amount
  • R:R ratio
  • Compliance check
Access References
references/risk_management.md - Complete risk frameworks
references/trading_psychology.md - Mental game and discipline
references/technical_setups.md - Chart patterns and entries
references/performance_metrics.md - Tracking and improvement

Trading Plan Checklist

  • Clear trading goals defined
  • Risk per trade specified (1-2% recommended)
  • Daily loss limit set and hard stop
  • Position sizing formula defined
  • Markets traded clearly identified
  • Entry criteria specific and measurable
  • Stop-loss rules mandatory for every trade
  • Take-profit strategy defined
  • Trade management rules for scaling
  • Emotional checks before trading
  • Trade journal template ready
  • Performance metrics to track
  • Review schedule committed to

Quick Start

Beginner Trader Template
  • Risk: 0.5% per trade
  • Style: Swing trading
  • Daily loss: -1.5%
  • Minimum R:R: 3:1
  • Simple technical setups
  • Conservative sizing
Experienced Trader Template
  • Risk: 1-2% per trade
  • Style: Your preference
  • Daily loss: -3%
  • Minimum R:R: 2:1
  • Advanced setups
  • Discretionary management

Important Disclaimers

This skill provides frameworks, not financial advice.

  • Trading involves substantial risk
  • Past performance ≠ future results
  • Only trade with risk capital
  • Educate yourself thoroughly
  • Consider working with professionals
  • Comply with all regulations
  • You are responsible for your decisions

Risk Warning:

  • You can lose all your capital
  • Leverage amplifies losses
  • Emotional control is critical
  • No guaranteed profits
  • Most traders lose money

Best Practices

1. Start Small
  • Paper trade first
  • Then micro positions
  • Prove profitability
  • Then scale up
2. Focus on Process
  • Not on money
  • Follow rules
  • Track metrics
  • Improve systematically
3. Protect Capital
  • Risk management first
  • Survive to trade tomorrow
  • Slow and steady wins
4. Stay Disciplined
  • Plan your trades
  • Trade your plan
  • No exceptions
  • Review constantly
5. Keep Learning
  • Markets evolve
  • Adapt strategies
  • Learn from mistakes
  • Study the best

Summary

A trading plan is your blueprint for success. It:

  • Protects your capital with risk management
  • Guides decisions with clear rules
  • Controls emotions through discipline
  • Tracks performance for improvement
  • Builds consistency over time

Remember: The goal isn't to get rich quick. It's to trade consistently, manage risk properly, and compound gains over time.


"Plan your trade, trade your plan, and manage your risk. Everything else is noise."

© jamesrochabrun, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 5 other files (scripts, references) in skills/trading-plan-generator of jamesrochabrun/skills.

  • SKILL.md
  • references/risk_management.md
  • references/trading_psychology.md
  • scripts/generate_plan.sh
  • scripts/position_calculator.sh
  • scripts/validate_plan.sh

Open the folder on GitHubat commit 2482c17

Compare with similar skills

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Questions about Trading Plan Generator

What does Trading Plan Generator do?

Generate comprehensive trading plans with risk management, position sizing, entry/exit strategies, and performance tracking to trade with discipline and consistency. Trading Plan Generator is an agent skill from jamesrochabrun/skills. Generate comprehensive trading plans with risk management, position sizing, entry/exit strategies, and performance tracking to trade with discipline and consistency.

When should I use Trading Plan Generator?

Trading Plan Generator fits situations like: tasks that involve Trading and backtesting.

How do I install Trading Plan Generator in Claude Code?

Run `npx skills add jamesrochabrun/skills --skill trading-plan-generator -a claude-code`. Or copy the skill folder (skills/trading-plan-generator in jamesrochabrun/skills) into .claude/skills/trading-plan-generator in your project. Claude Code loads it when a task matches its description.

How do I install Trading Plan Generator in Codex?

Run `npx skills add jamesrochabrun/skills --skill trading-plan-generator -a codex`. Or copy the skill folder (skills/trading-plan-generator in jamesrochabrun/skills) into .agents/skills/trading-plan-generator in your project. Codex loads it when a task matches its description.

Can I use Trading Plan Generator 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 jamesrochabrun/skills --skill trading-plan-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/trading-plan-generator, .gemini/skills/trading-plan-generator, .github/skills/trading-plan-generator and .opencode/skills/trading-plan-generator in your project.

What does Trading Plan Generator need to run?

Going by SKILL.md and its folder, Trading Plan Generator needs a shell for the scripts in its folder. Our summary lists: A Bash shell.

Does Trading Plan Generator access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Trading Plan Generator 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 Trading Plan Generator use?

Trading Plan Generator 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 Trading Plan Generator use?

About 3.8k tokens (SKILL.md is roughly 15k 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 5.3k tokens, read only when the agent opens those files.

What are the alternatives to Trading Plan Generator?

Skills that share tags, products or a category with Trading Plan Generator: Tushare Data (zillionare/zillionare, 319 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 870 stars) and Fintool (second-state/fintool, 316 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Trading Plan Generator?

jamesrochabrun (a GitHub user) maintains it in jamesrochabrun/skills, which has 216 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on January 14, 2026.

Source: jamesrochabrun/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.