Market Analysis
Signal-Execution-Labs/forex-trading-ai-agent
Complete market analysis for Crypto, Forex, and Stocks with RSI, MACD, trends, and trading recommendations.
Analyzes current market state and short-term trends using ticker, candle, and narrative context
Install Market Analysis
$ npx skills add YicunAI/Pnlclaw-community --skill market-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install YicunAI/Pnlclaw-community market-analysis --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/market-analysis .claude/skills/market-analysis && rm -rf skills-srcUse ~/.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/
Install the "market-analysis" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/market-analysis into .claude/skills/market-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "market-analysis", 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 install https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/market-analysisType 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.
$ npx skills add YicunAI/Pnlclaw-community --skill market-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install YicunAI/Pnlclaw-community market-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/market-analysis .agents/skills/market-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "market-analysis" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/market-analysis into .agents/skills/market-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "market-analysis", 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.
$ npx skills add YicunAI/Pnlclaw-community --skill market-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install YicunAI/Pnlclaw-community market-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/market-analysis .cursor/skills/market-analysis && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "market-analysis" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/market-analysis into .cursor/skills/market-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "market-analysis", 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 https://github.com/YicunAI/Pnlclaw-community.git --path skills/market-analysis--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add YicunAI/Pnlclaw-community --skill market-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install YicunAI/Pnlclaw-community market-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/market-analysis .gemini/skills/market-analysis && rm -rf skills-srcUse ~/.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/
Install the "market-analysis" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/market-analysis into .gemini/skills/market-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "market-analysis", 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.
$ gh skill install YicunAI/Pnlclaw-community market-analysisInstalls 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).
$ npx skills add YicunAI/Pnlclaw-community --skill market-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/market-analysis .github/skills/market-analysis && rm -rf skills-srcUse ~/.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/
Install the "market-analysis" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/market-analysis into .github/skills/market-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "market-analysis", 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.
$ npx skills add YicunAI/Pnlclaw-community --skill market-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install YicunAI/Pnlclaw-community market-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/market-analysis .opencode/skills/market-analysis && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "market-analysis" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/market-analysis into .opencode/skills/market-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "market-analysis", 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
market-analysis- GitHub stars
- 197
- Token cost
- ~364 tokens
- SKILL.md length
- 159 words
- Files
- 1
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- AGPL-3.0
At a glance
Analyzes current market state and short-term trends using ticker, candle, and narrative context
- Works in 5 steps: Confirm symbol(s) and whether the user… → Call market_ticker for last price,… → Call market_kline for the latest OHLCV… → …
- Tasks that involve Market research
- SKILL.md covers Description, Triggers, Steps and Tools Used, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Market Analysis is an agent skill from YicunAI/Pnlclaw-community. Analyzes current market state and short-term trends using ticker, candle, and narrative context
Its SKILL.md is about 360 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 Marketing & SEO, covering Market research and Trading and backtesting. 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
- Tasks that involve Market research
- Tasks that involve Trading and backtesting
Example prompts
- “Use the market-analysis skill to analyz current market state and short-term trends using ticker, candle, and narrative context”
- “/market-analysis”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Confirm symbol(s) and whether the user wants spot context or a specific interval.
- Call market_ticker for last price, spread, and 24h change.
- Call market_kline for the latest OHLCV bar(s) as needed.
- Call explain_market to synthesize regime-style commentary from available data.
- Present a concise view: level, momentum, and risks—without implying certainty.
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.
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
Market Analysis loads about 364 tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 159 words of instructions outside code blocks.
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). 159 words, ~364 tokens.
Download SKILL.mdSave it as
.claude/skills/market-analysis/SKILL.md (or your agent's skills folder).- name
- market-analysis
- description
- Analyzes current market state and short-term trends using ticker, candle, and narrative context
- version
- 0.1.0
- tags
- market, analysis, data
- user_invocable
- true
- model_invocable
- true
- requires_tools
- market_ticker, market_kline, explain_market
Market Analysis
Description
Analyzes current market state and short-term trends using ticker, candle, and narrative context.
Triggers
- "What is the market doing for BTC/USDT?"
- "Analyze price action and trend"
Steps
- Confirm symbol(s) and whether the user wants spot context or a specific interval.
- Call
market_tickerfor last price, spread, and 24h change. - Call
market_klinefor the latest OHLCV bar(s) as needed. - Call
explain_marketto synthesize regime-style commentary from available data. - Present a concise view: level, momentum, and risks—without implying certainty.
Tools Used
market_ticker: Latest quote snapshot for a trading pair.market_kline: Recent candlestick data for structure and volatility.explain_market: Structured explanation of market state for the LLM-facing summary.
Example Interaction
User: Quick read on ETH/USDT before I adjust my strategy.
Agent: I will fetch market_ticker and market_kline for ETH/USDT, then use explain_market to summarize trend and volatility in plain language.
Notes
- Market tools read data only; they do not place orders or move capital.
© YicunAI, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/market-analysis of YicunAI/Pnlclaw-community.
Open the folder on GitHubat commit 933014f
Compare with similar skills
Market Analysis 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Market Analysis this skillYicunAI/Pnlclaw-community | 197 | — | ~364 | Automated safety check: Pass | AGPL-3.0 | |
| Market AnalysisSignal-Execution-Labs/forex-trading-ai-agent | 162 | — | ~784 | Automated safety check: Pass | MIT | |
| Moonpay Discover Tokensmoonpay/skills | 113 | — | ~624 | Automated safety check: Pass | MIT | |
| Openmobius SkillMobiusQuant/OpenMobius-skill | 697 | — | ~7.2k | Automated safety check: Pass | Apache-2.0 | |
| Consulting Analysisbytedance/deer-flow | 84k | 4 repos | ~8.4k | Automated safety check: Pass | MIT | |
| Startup Validatorailabs-393/ai-labs-claude-skills | 455 | 1 repos | ~2.8k | Automated safety check: Pass | MIT |
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Categories
Questions about Market Analysis
What does Market Analysis do?
Analyzes current market state and short-term trends using ticker, candle, and narrative context. Market Analysis is an agent skill from YicunAI/Pnlclaw-community.
When should I use Market Analysis?
Market Analysis fits situations like: tasks that involve Market research; tasks that involve Trading and backtesting.
How do I install Market Analysis in Claude Code?
Run `npx skills add YicunAI/Pnlclaw-community --skill market-analysis -a claude-code`. Or copy the skill folder (skills/market-analysis in YicunAI/Pnlclaw-community) into .claude/skills/market-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Market Analysis in Codex?
Run `npx skills add YicunAI/Pnlclaw-community --skill market-analysis -a codex`. Or copy the skill folder (skills/market-analysis in YicunAI/Pnlclaw-community) into .agents/skills/market-analysis in your project. Codex loads it when a task matches its description.
Can I use Market Analysis 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 market-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/market-analysis, .gemini/skills/market-analysis, .github/skills/market-analysis and .opencode/skills/market-analysis in your project.
What does Market Analysis need to run?
SKILL.md names no scripts, command-line tools or credentials: Market Analysis is instructions for the agent only.
Does Market Analysis 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 Market Analysis 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 Market Analysis use?
Market Analysis 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 Market Analysis use?
About 364 tokens (SKILL.md is roughly 1.5k 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 Market Analysis?
Skills that share tags, products or a category with Market Analysis: Market Analysis (Signal-Execution-Labs/forex-trading-ai-agent, 162 stars), Moonpay Discover Tokens (moonpay/skills, 113 stars), Openmobius Skill (MobiusQuant/OpenMobius-skill, 697 stars) and Consulting Analysis (bytedance/deer-flow, 84k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Market Analysis?
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.