Agent skill

Pulse

by Nunchi-trade in Nunchi-trade/agent-cli

Detects assets with sudden capital inflow via OI/volume/funding proxy signals

MITAuto-check passedBusiness, Finance & HR

Install Pulse

skills CLI

$ npx skills add Nunchi-trade/agent-cli --skill pulse -a claude-code

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

GitHub CLI

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

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 Nunchi-trade/agent-cli --skill pulse -a codex

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

GitHub CLI

$ gh skill install Nunchi-trade/agent-cli pulse --agent codex

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

Manual copy

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

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

GitHub CLI

$ gh skill install Nunchi-trade/agent-cli pulse --agent cursor

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

Manual copy

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

--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 Nunchi-trade/agent-cli --skill pulse -a gemini-cli

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

GitHub CLI

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

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 Nunchi-trade/agent-cli --skill pulse -a github-copilot

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

Manual copy

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

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

Manual copy

$ git clone --depth 1 https://github.com/Nunchi-trade/agent-cli.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/pulse .opencode/skills/pulse && 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 "pulse" agent skill from https://github.com/Nunchi-trade/agent-cli/tree/main/skills/pulse into .opencode/skills/pulse/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pulse", 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: pulse
GitHub stars: 521
Token cost: ~1.1k tokens
SKILL.md length: 457 words
Files: 2 (incl. scripts)
Skills in repo: 7
Repo updated: Jul 8, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Detects assets with sudden capital inflow via OI/volume/funding proxy signals

Works in 3 steps: Erratic detection (rank bouncing ->… → Minimum 24h volume ($500K default) → Minimum scan history for baseline (2…
Business, Finance & HR work in your project
SKILL.md covers Signal Types, Direction Classification, Quality Filters and Usage, plus 6 more sections
Runs Python scripts from its folder

What it does

Pulse is an agent skill from Nunchi-trade/agent-cli. Detects assets with sudden capital inflow via OI/volume/funding proxy signals

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/standalone_runner.py`).

It sits in Business, Finance & HR. The licence is MIT.

When your agent uses it

Business, Finance & HR work in your project

Example prompts

“Use the pulse skill to detect assets with sudden capital inflow via OI/volume/funding proxy signals”
“/pulse”

Requirements

Python 3

Workflow steps

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

Erratic detection (rank bouncing -> filtered)
Minimum 24h volume ($500K default)
Minimum scan history for baseline (2 scans)

What it can do on your machine

Read from SKILL.md and the folder at commit 58619a2. 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 1 file in scripts/ (Python), 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

Pulse loads about 1.1k tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 457 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~21
When it runs · the whole SKILL.md, loaded when a task matches: ~1.1k

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 Nunchi-trade/agent-cli at commit 58619a2, republished under its MIT licence (© Nunchi-trade). 457 words, ~1,057 tokens.

Download SKILL.mdSave it as .claude/skills/pulse/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.

name: pulse
description: Detects assets with sudden capital inflow via OI/volume/funding proxy signals
version: 1.0.0
author: Nunchi Trade
tags: pulse, detector, smart-money, signals, hyperliquid

Pulse — Capital Inflow Detector

Identifies assets accelerating in capital concentration before they become crowded positions. Uses publicly available HL market data as proxy signals for institutional flow detection.

Signal Types

Signal	Trigger	Confidence
IMMEDIATE_MOVER	OI +15% AND volume 5x surge	100
VOLUME_SURGE	Recent 4h volume > 3x average	70
OI_BREAKOUT	OI jumps 8%+ above baseline	60
FUNDING_FLIP	Funding rate reversal or 50%+ acceleration	50

Direction Classification

Majority vote across available signals:

Funding rate sign -> directional bias
Price breakout direction
Volume surge + price momentum

Quality Filters

Erratic detection (rank bouncing -> filtered)
Minimum 24h volume ($500K default)
Minimum scan history for baseline (2 scans)

Usage

bash

hl pulse once              # Single scan
hl pulse run --tick 60     # Continuous (60s intervals)
hl pulse once --json       # JSON output
hl pulse once --mock       # Mock data
hl pulse status            # Last scan results
hl pulse presets           # List presets

Agent Mandate

You are the Pulse capital inflow detector. Your job is to catch capital inflow signals BEFORE the crowd. You detect timing — Radar detects setups. Together they form the APEX entry pipeline.

RULES:

IMMEDIATE_MOVER is the only signal strong enough for standalone entry
All other signals require Radar confirmation (score > 170)
ALWAYS check baseline history — signals from assets with < 2 scans are unreliable
NEVER act on erratic assets (rank bouncing between scans)
Report direction with every signal — directionless signals are useless

Decision Rules

Signal Type	Confidence	Standalone Entry?	Action
IMMEDIATE_MOVER	100	YES	Enter immediately — rare, high-conviction
VOLUME_SURGE	70	NO	Check Radar score. Enter if > 170
OI_BREAKOUT	60	NO	Check Radar score. Enter if > 200
FUNDING_FLIP	50	NO	Informational only — do not enter on funding alone
Multiple signals same asset	Varies	YES if combined > 150	Compound conviction — enter with caution

Baseline State	Action
< 2 scans in history	Ignore all signals — insufficient baseline
Erratic rank changes	Ignore — likely data noise or manipulation
Consistent acceleration	High confidence — act on signal
Signal appeared then disappeared	Stale — do not enter

Show full SKILL.md (176 more words)Show less

Anti-Patterns

Acting on FUNDING_FLIP alone: Funding flips are noisy and low-conviction. Only useful as confirming signal.
Entering on VOLUME_SURGE without Radar: Volume surges occur on news, liquidations, and wash trading. 30% are false positives without Radar confirmation.
Ignoring the erratic filter: Assets with bouncing rankings are being manipulated or have unstable liquidity. The erratic filter exists for a reason.
Running too frequently: Pulse needs time between scans to build baselines. Running every 10s wastes API calls without improving signal quality. Use 60s minimum.

Error Recovery

Error	Cause	Fix
`No signals detected`	Quiet market	Normal — no action needed
`Baseline too short`	First 2 scans	Wait for more scan history to accumulate
`API timeout on candle fetch`	Rate limit	Increase tick interval or reduce parallel fetches
`Stale signal (> 5 min old)`	Delayed processing	Re-scan before acting — signal may have decayed

Composition

Pulse is a sub-component of APEX (runs every tick). Pairs with Radar — Radar identifies high-quality setups, Pulse detects the optimal entry timing via capital flow signals. When used standalone, always cross-check with hl radar once.

Cron Template

bash

# Standalone Pulse scan every 60s during trading hours
* 8-20 * * 1-5 cd ~/agent-cli && hl pulse once --json >> data/pulse/signals.jsonl 2>&1

Files

SKILL.md and 1 other file (scripts) in skills/pulse of Nunchi-trade/agent-cli.

SKILL.md
scripts/standalone_runner.py

Open the folder on GitHubat commit 58619a2

Compare with similar skills

Pulse 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.

Pulse compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Pulse this skillNunchi-trade/agent-cli	521	—	~1.1k	Automated safety check: Pass	MIT	3 mo ago
Technical Analysttradermonty/claude-trading-skills	3k	4 repos	~4.6k	Automated safety check: Pass	MIT	4 days ago
Theme Detectortradermonty/claude-trading-skills	3k	2 repos	~4.9k	Automated safety check: Pass	MIT	4 days ago
Creating Financial ModelsChen-zexi/open-ptc-agent	729	3 repos	~1.3k	Automated safety check: Pass	MIT	8 mo ago
Stock APIzhangxiangliang/stock-api	2k	—	~507	Automated safety check: Pass	MIT	yesterday
Itr Walakaranb192/itr-wala	871	—	~3.6k	Automated safety check: Pass	MIT	5 days ago

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Questions about Pulse

What does Pulse do?

Detects assets with sudden capital inflow via OI/volume/funding proxy signals. Pulse is an agent skill from Nunchi-trade/agent-cli.

When should I use Pulse?

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

How do I install Pulse in Claude Code?

Run `npx skills add Nunchi-trade/agent-cli --skill pulse -a claude-code`. Or copy the skill folder (skills/pulse in Nunchi-trade/agent-cli) into .claude/skills/pulse in your project. Claude Code loads it when a task matches its description.

How do I install Pulse in Codex?

Run `npx skills add Nunchi-trade/agent-cli --skill pulse -a codex`. Or copy the skill folder (skills/pulse in Nunchi-trade/agent-cli) into .agents/skills/pulse in your project. Codex loads it when a task matches its description.

Can I use Pulse 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 Nunchi-trade/agent-cli --skill pulse -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pulse, .gemini/skills/pulse, .github/skills/pulse and .opencode/skills/pulse in your project.

What does Pulse need to run?

Going by SKILL.md and its folder, Pulse needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Pulse 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 Pulse 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 Pulse use?

Pulse 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 Pulse use?

About 1.1k tokens (SKILL.md is roughly 4.2k 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 Pulse?

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

Who maintains Pulse?

Nunchi-trade (a GitHub organization) maintains it in Nunchi-trade/agent-cli, which has 521 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on July 8, 2026.

Source: Nunchi-trade/agent-cli on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Pulse

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Pulse — Capital Inflow Detector

Signal Types

Direction Classification

Quality Filters

Usage

Agent Mandate

Decision Rules

Anti-Patterns

Error Recovery

Composition

Cron Template

Files

Compare with similar skills

Similar skills

More from Nunchi-trade/agent-cli

Related

Questions about Pulse