Multi-Symbol Market Scanner
tradesdontlie/tradingview-mcp
Scans a list of trading symbols in TradingView for setups, patterns or strategy results and reports them as a ranked comparison table.
“Harmonic Patterns signal engine. Identifies XABCD five-point structures such as Gartley/Bat/Butterfly/Crab based on Fibonacci geometry, and generates trading signals in the PRZ…”
Install Harmonic Pattern Signals
$ npx skills add HKUDS/Vibe-Trading --skill harmonic -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install HKUDS/Vibe-Trading harmonic --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/HKUDS/Vibe-Trading.git skills-src && mkdir -p .claude/skills && cp -r skills-src/agent/src/skills/harmonic .claude/skills/harmonic && 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 "harmonic" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/harmonic into .claude/skills/harmonic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "harmonic", 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/HKUDS/Vibe-Trading/tree/main/agent/src/skills/harmonicType 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 HKUDS/Vibe-Trading --skill harmonic -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install HKUDS/Vibe-Trading harmonic --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .agents/skills && cp -r skills-src/agent/src/skills/harmonic .agents/skills/harmonic && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "harmonic" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/harmonic into .agents/skills/harmonic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "harmonic", 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 HKUDS/Vibe-Trading --skill harmonic -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install HKUDS/Vibe-Trading harmonic --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/agent/src/skills/harmonic .cursor/skills/harmonic && 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 "harmonic" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/harmonic into .cursor/skills/harmonic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "harmonic", 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/HKUDS/Vibe-Trading.git --path agent/src/skills/harmonic--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 HKUDS/Vibe-Trading --skill harmonic -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install HKUDS/Vibe-Trading harmonic --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/agent/src/skills/harmonic .gemini/skills/harmonic && 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 "harmonic" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/harmonic into .gemini/skills/harmonic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "harmonic", 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 HKUDS/Vibe-Trading harmonicInstalls 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 HKUDS/Vibe-Trading --skill harmonic -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .github/skills && cp -r skills-src/agent/src/skills/harmonic .github/skills/harmonic && 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 "harmonic" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/harmonic into .github/skills/harmonic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "harmonic", 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 HKUDS/Vibe-Trading --skill harmonic -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install HKUDS/Vibe-Trading harmonic --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/agent/src/skills/harmonic .opencode/skills/harmonic && 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 "harmonic" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/harmonic into .opencode/skills/harmonic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "harmonic", 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
harmonic- GitHub stars
- 35k
- Token cost
- ~355 tokens
- SKILL.md length
- 135 words
- Files
- 4 (incl. references)
- Skills in repo
- 89
- Repo updated
- First seen
- Licence
- MIT
At a glance
- SKILL.md covers Purpose, Core Concepts, Dependencies and Parameters, plus 1 more section
- Runs Python scripts from its folder; calls pip
About this skill
“Harmonic Patterns signal engine. Identifies XABCD five-point structures such as Gartley/Bat/Butterfly/Crab based on Fibonacci geometry, and generates trading signals in the PRZ (Potential Reversal Zone).”
Harmonic Pattern Signals is a skill in HKUDS/Vibe-Trading (35k stars). Its SKILL.md is about 355 tokens, with 3 other files in the folder (references). Licence: MIT.
What it can do on your machine
Read from SKILL.md and the folder at commit 14cabaf. 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 script files (Python), which the agent can run.
Shell commands in SKILL.md call:
pip
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
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
Harmonic Pattern Signals loads about 355 tokens when it runs, and up to ~754 if it reads all its reference files. Until then it costs about 53 tokens; SKILL.md has 135 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 HKUDS/Vibe-Trading at commit 14cabaf, republished under its MIT licence (© HKUDS). 135 words, ~355 tokens.
Download SKILL.mdSave it as
.claude/skills/harmonic/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- harmonic
- description
- Harmonic Patterns signal engine. Identifies XABCD five-point structures such as Gartley/Bat/Butterfly/Crab based on Fibonacci geometry, and generates trading signals in the PRZ (Potential Reversal Zone).
- category
- strategy
Harmonic Patterns
Purpose
The Fibonacci geometry school uses precise ratio relationships to identify price patterns:
| Pattern | B-Point Retracement | D-Point Retracement | Direction |
|---|---|---|---|
| Gartley | 0.618 XA | 0.786 XA | Reversal |
| Bat | 0.382-0.5 XA | 0.886 XA | Reversal |
| Butterfly | 0.786 XA | 1.27 XA | Reversal |
| Crab | 0.382-0.618 XA | 1.618 XA | Reversal |
Core Concepts
- XABCD five-point pattern: a price structure defined by precise Fibonacci ratios
- PRZ (Potential Reversal Zone): the convergence area around point D, where reversal probability is high
- Bullish pattern (point D at the bottom) → buy signal
- Bearish pattern (point D at the top) → sell signal
Dependencies
pip install "vibe-trading-ai[harmonic]"pyharmonics is optional. If the extra is not installed, the example signal
engine falls back to the bundled detector.
Parameters
| Parameter | Default | Description |
|---|---|---|
| is_stock | False | Whether the instrument is a stock (affects analysis parameters) |
Signal Convention
1= long,-1= short,0= stand aside
© HKUDS, 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 3 other files (references) in agent/src/skills/harmonic of HKUDS/Vibe-Trading.
- SKILL.md
- example_signal_engine.py
- references/PRZ交易.md
- references/XABCD形态.md
Open the folder on GitHubat commit 14cabaf
Compare with similar skills
Harmonic Pattern Signals 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 |
|---|---|---|---|---|---|---|
| Harmonic Pattern Signals this skillHKUDS/Vibe-Trading | 35k | — | ~355 | Automated safety check: Pass | MIT | |
| Multi-Symbol Market Scannertradesdontlie/tradingview-mcp | 6.8k | 2 repos | ~447 | Automated safety check: Pass | Custom licence | |
| Tushare Datazillionare/zillionare | 319 | 2 repos | ~2.3k | Automated safety check: Pass | None | |
| Tradingview MCPatilaahmettaner/tradingview-mcp | 5k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Digital Oraclekomako-workshop/digital-oracle | 870 | — | ~5.9k | Automated safety check: Pass | MIT | |
| TradingView Replay Practicetradesdontlie/tradingview-mcp | 6.8k | 2 repos | ~446 | Automated safety check: Pass | Custom licence |
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Related
Categories
Questions about Harmonic Pattern Signals
How do I install Harmonic Pattern Signals in Claude Code?
Run `npx skills add HKUDS/Vibe-Trading --skill harmonic -a claude-code`. Or copy the skill folder (agent/src/skills/harmonic in HKUDS/Vibe-Trading) into .claude/skills/harmonic in your project. Claude Code loads it when a task matches its description.
How do I install Harmonic Pattern Signals in Codex?
Run `npx skills add HKUDS/Vibe-Trading --skill harmonic -a codex`. Or copy the skill folder (agent/src/skills/harmonic in HKUDS/Vibe-Trading) into .agents/skills/harmonic in your project. Codex loads it when a task matches its description.
Can I use Harmonic Pattern Signals 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 HKUDS/Vibe-Trading --skill harmonic -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/harmonic, .gemini/skills/harmonic, .github/skills/harmonic and .opencode/skills/harmonic in your project.
What does Harmonic Pattern Signals need to run?
Going by SKILL.md and its folder, Harmonic Pattern Signals needs Python for the scripts in its folder and the command-line tools its instructions call (pip).
Does Harmonic Pattern Signals access the network?
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Harmonic Pattern Signals 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 Harmonic Pattern Signals use?
Harmonic Pattern Signals 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 Harmonic Pattern Signals use?
About 355 tokens (SKILL.md is roughly 1.4k 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 399 tokens, read only when the agent opens those files.
What are the alternatives to Harmonic Pattern Signals?
Skills that share tags, products or a category with Harmonic Pattern Signals: Multi-Symbol Market Scanner (tradesdontlie/tradingview-mcp, 6.8k stars), Tushare Data (zillionare/zillionare, 319 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars) and Digital Oracle (komako-workshop/digital-oracle, 870 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Harmonic Pattern Signals?
HKUDS (a GitHub organization) maintains it in HKUDS/Vibe-Trading, which has 34,949 GitHub stars. The repository holds 89 skills in this directory. The repository was last updated on October 8, 2026.
Source: HKUDS/Vibe-Trading on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.