Agent skill

Strategy Coder

Generate valid EngineStrategyConfig YAML for PnLClaw strategies

AGPL-3.0Auto-check passedBusiness, Finance & HR

Install Strategy Coder

skills CLI

$ npx skills add YicunAI/Pnlclaw-community --skill strategy-coder -a claude-code

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

GitHub CLI

$ gh skill install YicunAI/Pnlclaw-community strategy-coder --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/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/strategy-coder .claude/skills/strategy-coder && 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 "strategy-coder" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/strategy-coder into .claude/skills/strategy-coder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "strategy-coder", 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/YicunAI/Pnlclaw-community/tree/main/skills/strategy-coder

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 YicunAI/Pnlclaw-community --skill strategy-coder -a codex

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

GitHub CLI

$ gh skill install YicunAI/Pnlclaw-community strategy-coder --agent codex

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

Manual copy

$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/strategy-coder .agents/skills/strategy-coder && 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 "strategy-coder" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/strategy-coder into .agents/skills/strategy-coder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "strategy-coder", 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 YicunAI/Pnlclaw-community --skill strategy-coder -a cursor

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

GitHub CLI

$ gh skill install YicunAI/Pnlclaw-community strategy-coder --agent cursor

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

Manual copy

$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/strategy-coder .cursor/skills/strategy-coder && 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 "strategy-coder" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/strategy-coder into .cursor/skills/strategy-coder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "strategy-coder", 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/YicunAI/Pnlclaw-community.git --path skills/strategy-coder

--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 YicunAI/Pnlclaw-community --skill strategy-coder -a gemini-cli

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

GitHub CLI

$ gh skill install YicunAI/Pnlclaw-community strategy-coder --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/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/strategy-coder .gemini/skills/strategy-coder && 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 "strategy-coder" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/strategy-coder into .gemini/skills/strategy-coder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "strategy-coder", 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 YicunAI/Pnlclaw-community strategy-coder

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 YicunAI/Pnlclaw-community --skill strategy-coder -a github-copilot

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

Manual copy

$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/strategy-coder .github/skills/strategy-coder && 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 "strategy-coder" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/strategy-coder into .github/skills/strategy-coder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "strategy-coder", 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 YicunAI/Pnlclaw-community --skill strategy-coder -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 YicunAI/Pnlclaw-community strategy-coder --agent opencode

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

Manual copy

$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/strategy-coder .opencode/skills/strategy-coder && 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 "strategy-coder" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/strategy-coder into .opencode/skills/strategy-coder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "strategy-coder", 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: strategy-coder
GitHub stars: 197
Token cost: ~1.2k tokens
SKILL.md length: 161 words
Files: 1
Skills in repo: 8
Repo updated: Apr 8, 2026
First seen: Oct 7, 2026
Licence: AGPL-3.0

At a glance

Generate valid EngineStrategyConfig YAML for PnLClaw strategies

Works in 5 steps: Always use indicators from the Available… → Entry rules and exit rules must use… → Always include risk_params with at least… → …
Business, Finance & HR work in your project
SKILL.md covers EngineStrategyConfig Schema, Available Indicators, Template: SMA Crossover and Template: RSI Reversal, plus 3 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Strategy Coder is an agent skill from YicunAI/Pnlclaw-community. Generate valid EngineStrategyConfig YAML for PnLClaw strategies

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR. The repository describes itself as: PnLClaw — local-first crypto and prediction market quant engine. The licence is AGPL-3.0.

When your agent uses it

Business, Finance & HR work in your project

Example prompts

“/strategy-coder”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

Always use indicators from the Available Indicators table
Entry rules and exit rules must use matching directions (long entry needs close_long exit)
Always include risk_params with at least stop_loss_pct
After generating, call strategy_validate to verify correctness
Use crosses_above/crosses_below for crossover strategies, greater_than/less_than for threshold strategies

What it can do on your machine

Read from SKILL.md and the folder at commit 933014f. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml).
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

Strategy Coder loads about 1.2k tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 161 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~20
When it runs · the whole SKILL.md, loaded when a task matches: ~1.2k

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from YicunAI/Pnlclaw-community at commit 933014f, republished under its AGPL-3.0 licence (© YicunAI). 161 words, ~1,209 tokens.

Download SKILL.mdSave it as .claude/skills/strategy-coder/SKILL.md (or your agent's skills folder).

name: strategy-coder
description: Generate valid EngineStrategyConfig YAML for PnLClaw strategies
version: 1.0
tags: strategy, coding, yaml

Strategy Coder

You are a PnLClaw strategy coding expert. Generate valid EngineStrategyConfig YAML configurations.

EngineStrategyConfig Schema

yaml

id: string          # Unique ID, e.g. "strat-abc123"
name: string        # Human-readable name
type: enum          # sma_cross | rsi_reversal | macd | custom
description: string # Optional description
symbols:            # List of trading pairs
  - BTC/USDT
interval: string    # 1m | 5m | 15m | 30m | 1h | 4h | 1d | 1w
direction: enum     # long_only | short_only | neutral (default: long_only)

entry_rules:
  long:             # List of ConditionRule (all must be true to enter long)
    - indicator: string
      params: {period: int, ...}
      operator: string   # crosses_above | crosses_below | greater_than | less_than | equal
      comparator: float | {indicator: string, params: {...}}
  short: []         # Same structure for short entries

exit_rules:
  close_long: []    # Conditions to close long positions
  close_short: []   # Conditions to close short positions

risk_params:
  stop_loss_pct: float    # 0.0-1.0, e.g. 0.02 = 2%
  take_profit_pct: float  # 0.0-1.0, e.g. 0.05 = 5%
  max_position_pct: float # Fraction of portfolio, default 0.1
  max_open_positions: int # Default 1

Available Indicators

Indicator	Params	Output
`sma`	`period: int`	Simple Moving Average
`ema`	`period: int`	Exponential Moving Average
`rsi`	`period: int`	Relative Strength Index (0-100)
`macd`	`fast_period: int, slow_period: int, signal_period: int`	MACD line value
`macd_signal`	same as macd	Signal line value
`macd_histogram`	same as macd	Histogram (macd - signal)
`bbands`	`period: int, std_dev: float`	Middle Bollinger Band (SMA)
`bbands_upper`	same as bbands	Upper Band (SMA + std_dev × σ)
`bbands_middle`	same as bbands	Middle Band (SMA)
`bbands_lower`	same as bbands	Lower Band (SMA - std_dev × σ)

Template: SMA Crossover

yaml

id: template-sma-cross
name: SMA Crossover
type: sma_cross
symbols: [BTC/USDT]
interval: 1h
entry_rules:
  long:
    - indicator: sma
      params: {period: 20}
      operator: crosses_above
      comparator: {indicator: sma, params: {period: 50}}
exit_rules:
  close_long:
    - indicator: sma
      params: {period: 20}
      operator: crosses_below
      comparator: {indicator: sma, params: {period: 50}}
risk_params:
  stop_loss_pct: 0.03
  take_profit_pct: 0.06

Template: RSI Reversal

yaml

id: template-rsi-reversal
name: RSI Reversal
type: rsi_reversal
symbols: [BTC/USDT]
interval: 1h
entry_rules:
  long:
    - indicator: rsi
      params: {period: 14}
      operator: less_than
      comparator: 30
exit_rules:
  close_long:
    - indicator: rsi
      params: {period: 14}
      operator: greater_than
      comparator: 70
risk_params:
  stop_loss_pct: 0.02
  take_profit_pct: 0.05

Template: MACD Momentum

yaml

id: template-macd-momentum
name: MACD Momentum
type: macd
symbols: [BTC/USDT]
interval: 1h
parameters: {fast_period: 12, slow_period: 26, signal_period: 9}
entry_rules:
  long:
    - indicator: macd
      params: {fast_period: 12, slow_period: 26, signal_period: 9}
      operator: crosses_above
      comparator: {indicator: macd_signal, params: {fast_period: 12, slow_period: 26, signal_period: 9}}
exit_rules:
  close_long:
    - indicator: macd
      params: {fast_period: 12, slow_period: 26, signal_period: 9}
      operator: crosses_below
      comparator: {indicator: macd_signal, params: {fast_period: 12, slow_period: 26, signal_period: 9}}
risk_params:
  stop_loss_pct: 0.03
  take_profit_pct: 0.08

Template: Bollinger Breakout

yaml

id: template-bollinger-breakout
name: Bollinger Breakout
type: custom
symbols: [BTC/USDT]
interval: 1h
parameters: {bb_period: 20, bb_std: 2.0}
entry_rules:
  long:
    - indicator: sma
      params: {period: 1}
      operator: crosses_above
      comparator: {indicator: bbands_upper, params: {period: 20}}
exit_rules:
  close_long:
    - indicator: sma
      params: {period: 1}
      operator: crosses_below
      comparator: {indicator: bbands_middle, params: {period: 20}}
risk_params:
  stop_loss_pct: 0.02
  take_profit_pct: 0.06

Rules

Always use indicators from the Available Indicators table
Entry rules and exit rules must use matching directions (long entry needs close_long exit)
Always include risk_params with at least stop_loss_pct
After generating, call strategy_validate to verify correctness
Use crosses_above/crosses_below for crossover strategies, greater_than/less_than for threshold strategies

Files

Just SKILL.md in skills/strategy-coder of YicunAI/Pnlclaw-community.

Open the folder on GitHubat commit 933014f

Compare with similar skills

Strategy Coder 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.

Strategy Coder compared with similar skills
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Technical Analysttradermonty/claude-trading-skills	3k	5 repos	~4.6k	Automated safety check: Pass	MIT	2 days ago
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Stock APIzhangxiangliang/stock-api	2k	—	~507	Automated safety check: Pass	MIT	today
Theme Detectortradermonty/claude-trading-skills	3k	2 repos	~4.9k	Automated safety check: Pass	MIT	2 days ago
Itr Walakaranb192/itr-wala	871	—	~3.6k	Automated safety check: Pass	MIT	4 days ago

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Questions about Strategy Coder

What does Strategy Coder do?

Generate valid EngineStrategyConfig YAML for PnLClaw strategies. Strategy Coder is an agent skill from YicunAI/Pnlclaw-community.

When should I use Strategy Coder?

Strategy Coder fits situations like: business, Finance & HR work in your project.

How do I install Strategy Coder in Claude Code?

Run `npx skills add YicunAI/Pnlclaw-community --skill strategy-coder -a claude-code`. Or copy the skill folder (skills/strategy-coder in YicunAI/Pnlclaw-community) into .claude/skills/strategy-coder in your project. Claude Code loads it when a task matches its description.

How do I install Strategy Coder in Codex?

Run `npx skills add YicunAI/Pnlclaw-community --skill strategy-coder -a codex`. Or copy the skill folder (skills/strategy-coder in YicunAI/Pnlclaw-community) into .agents/skills/strategy-coder in your project. Codex loads it when a task matches its description.

Can I use Strategy Coder 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 YicunAI/Pnlclaw-community --skill strategy-coder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/strategy-coder, .gemini/skills/strategy-coder, .github/skills/strategy-coder and .opencode/skills/strategy-coder in your project.

What does Strategy Coder need to run?

SKILL.md names no scripts, command-line tools or credentials: Strategy Coder is instructions for the agent only.

Does Strategy Coder 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 Strategy Coder 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. Review the folder before installing.

What licence does Strategy Coder use?

Strategy Coder is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Strategy Coder use?

About 1.2k tokens (SKILL.md is roughly 4.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Strategy Coder?

Skills that share tags, products or a category with Strategy Coder: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars), Stock API (zhangxiangliang/stock-api, 2k stars) and Theme Detector (tradermonty/claude-trading-skills, 3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Strategy Coder?

YicunAI (a GitHub user) maintains it in YicunAI/Pnlclaw-community, which has 197 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on April 8, 2026.

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

Install Strategy Coder

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Strategy Coder

EngineStrategyConfig Schema

Available Indicators

Template: SMA Crossover

Template: RSI Reversal

Template: MACD Momentum

Template: Bollinger Breakout

Rules

Files

Compare with similar skills

Similar skills

More from YicunAI/Pnlclaw-community

Related

Questions about Strategy Coder