Tushare Data
zillionare/zillionare
面向中文自然语言的 Tushare 数据研究技能。用于把“看看这只股票最近怎么样”“帮我查财报趋势”“最近哪个板块最强”“北向资金在买什么”“给我导出一份行情数据”这类请求，转成可执行的数据获取、清洗、对比、筛选、导出与简要分析流程。适用于 A 股、指数、ETF/基金、财务、估值、资金流、公告新闻、板块概念与宏观数据等研究场景。
Coordinated multi-wallet trading on Pump.fun. An agent skill from alsk1992/CloddsBot.
Install Pump Swarm
$ npx skills add alsk1992/CloddsBot --skill pump-swarm -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install alsk1992/CloddsBot pump-swarm --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/alsk1992/CloddsBot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/skills/bundled/pump-swarm .claude/skills/pump-swarm && 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 "pump-swarm" agent skill from https://github.com/alsk1992/CloddsBot/tree/main/src/skills/bundled/pump-swarm into .claude/skills/pump-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pump-swarm", 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/alsk1992/CloddsBot/tree/main/src/skills/bundled/pump-swarmType 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 alsk1992/CloddsBot --skill pump-swarm -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install alsk1992/CloddsBot pump-swarm --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alsk1992/CloddsBot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/skills/bundled/pump-swarm .agents/skills/pump-swarm && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pump-swarm" agent skill from https://github.com/alsk1992/CloddsBot/tree/main/src/skills/bundled/pump-swarm into .agents/skills/pump-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pump-swarm", 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 alsk1992/CloddsBot --skill pump-swarm -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install alsk1992/CloddsBot pump-swarm --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alsk1992/CloddsBot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/skills/bundled/pump-swarm .cursor/skills/pump-swarm && 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 "pump-swarm" agent skill from https://github.com/alsk1992/CloddsBot/tree/main/src/skills/bundled/pump-swarm into .cursor/skills/pump-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pump-swarm", 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/alsk1992/CloddsBot.git --path src/skills/bundled/pump-swarm--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 alsk1992/CloddsBot --skill pump-swarm -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install alsk1992/CloddsBot pump-swarm --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alsk1992/CloddsBot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/skills/bundled/pump-swarm .gemini/skills/pump-swarm && 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 "pump-swarm" agent skill from https://github.com/alsk1992/CloddsBot/tree/main/src/skills/bundled/pump-swarm into .gemini/skills/pump-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pump-swarm", 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 alsk1992/CloddsBot pump-swarmInstalls 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 alsk1992/CloddsBot --skill pump-swarm -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/alsk1992/CloddsBot.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/skills/bundled/pump-swarm .github/skills/pump-swarm && 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 "pump-swarm" agent skill from https://github.com/alsk1992/CloddsBot/tree/main/src/skills/bundled/pump-swarm into .github/skills/pump-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pump-swarm", 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 alsk1992/CloddsBot --skill pump-swarm -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install alsk1992/CloddsBot pump-swarm --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alsk1992/CloddsBot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/skills/bundled/pump-swarm .opencode/skills/pump-swarm && 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 "pump-swarm" agent skill from https://github.com/alsk1992/CloddsBot/tree/main/src/skills/bundled/pump-swarm into .opencode/skills/pump-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pump-swarm", 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
pump-swarm- GitHub stars
- 2.9k
- Token cost
- ~2.5k tokens
- SKILL.md length
- 806 words
- Files
- 2
- Skills in repo
- 116
- Repo updated
- First seen
- Licence
- MIT
At a glance
Coordinated multi-wallet trading on Pump.fun. An agent skill from alsk1992/CloddsBot.
- Works in 6 steps: Refreshes SOL balances from chain → Filters wallets with sufficient balance… → Builds transaction for each wallet… → …
- Tasks that involve Trading and backtesting
- SKILL.md covers Quick Start, Commands, Execution Modes and Other Options, plus 9 more sections
- Runs TypeScript scripts from its folder; needs BAGS_API_KEY and SOLANA_PRIVATE_KEY
What it does
Pump Swarm is an agent skill from alsk1992/CloddsBot. Coordinated multi-wallet trading on Pump.fun
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `index.ts`).
It sits in Business, Finance & HR, covering Trading and backtesting. The repository describes itself as: Open Source AI trading agent that operates autonomously across 1000+ markets - Polymarket, Kalshi, Binance, Hyperliquid, Solana DEXs, 5 EVM chains. Scans for edge, executes… The licence is MIT.
When your agent uses it
- Tasks that involve Trading and backtesting
Example prompts
- “/pump-swarm”
Requirements
- Node.js
- A credential in SOLANA_PRIVATE_KEY
- A credential in BAGS_API_KEY
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Refreshes SOL balances from chain
- Filters wallets with sufficient balance (≥0.01 SOL + amount)
- Builds transaction for each wallet locally via the official @pump-fun/pump-sdk (or @pump-fun/pump-swap-sdk for graduated tokens)
- Signs all transactions locally
- Submits via selected execution mode
- Reports results per wallet
What it can do on your machine
Read from SKILL.md and the folder at commit c930628. 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 (TypeScript), 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 these keys or tokens, usually read from environment variables:
BAGS_API_KEYSOLANA_PRIVATE_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Pump Swarm loads about 2.5k tokens when it runs. Until then it costs about 14 tokens; SKILL.md has 806 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 alsk1992/CloddsBot at commit c930628, republished under its MIT licence (© alsk1992). 806 words, ~2,539 tokens.
Download SKILL.mdSave it as
.claude/skills/pump-swarm/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- pump-swarm
- description
- Coordinated multi-wallet trading on Pump.fun
- command
- swarm
- emoji
- 🐝
- gates.envs
- SOLANA_PRIVATE_KEY
Pump.fun Swarm Trading
Coordinate up to 20 wallets to execute synchronized trades on Pump.fun tokens.
Quick Start
# Set up wallets
export SOLANA_PRIVATE_KEY="your-main-wallet-key" # wallet_0
export SOLANA_SWARM_KEY_1="second-wallet-key" # wallet_1
export SOLANA_SWARM_KEY_2="third-wallet-key" # wallet_2
# ... up to SOLANA_SWARM_KEY_20
# Optional
export SOLANA_RPC_URL="https://your-rpc.com"Commands
Wallet Management
/swarm wallets List all swarm wallets with addresses
/swarm balances Fetch SOL balances from chain
/swarm enable <wallet_id> Enable a wallet for trading
/swarm disable <wallet_id> Disable a walletTrading
/swarm buy <mint> <sol> [options] Buy with all enabled wallets
/swarm sell <mint> <amount|%> [opts] Sell from wallets with positionsPosition Management
/swarm position <mint> Show cached token positions
/swarm refresh <mint> Fetch fresh positions from chain (required before sell)Execution Modes
| Mode | Flag | Best For | Description |
|---|---|---|---|
| Parallel | --parallel | Speed (>5 wallets) | All wallets execute simultaneously |
| Bundle | --bundle | Atomicity (≤5) | Single Jito bundle, all-or-nothing |
| Multi-Bundle | --multi-bundle | Atomicity (6-20) | Multiple Jito bundles in parallel |
| Sequential | --sequential | Stealth | Staggered 200-400ms delays |
Auto Mode Selection (Default)
- 1 wallet → Parallel (direct submit)
- 2-5 wallets → Single Jito Bundle
- 6-20 wallets → Multi-Bundle (chunks of 5)
Other Options
| Option | Description |
|---|---|
--preset <name> | Apply a saved preset |
--wallets <id1,id2> | Use specific wallets only |
--slippage <bps> | Slippage tolerance (default: 500 = 5%) |
--pool <pool> | Pool: pump, raydium, auto (pumpfun only) |
--dex <dex> | DEX: pumpfun (default), bags, meteora |
--pool-address <addr> | Specific pool address (for Meteora) |
Examples
# Buy 0.1 SOL worth on each enabled wallet (auto mode)
/swarm buy ABC123mint... 0.1
# Buy with specific wallets only
/swarm buy ABC123mint... 0.2 --wallets wallet_0,wallet_1
# Buy with a preset
/swarm buy ABC123mint... 0.1 --preset stealth
# Sell 100% with multiple Jito bundles (for >5 wallets)
/swarm sell ABC123mint... 100% --multi-bundle
# Sell 50% with staggered timing (stealth mode)
/swarm sell ABC123mint... 50% --sequential
# Sell with preset
/swarm sell ABC123mint... 100% --preset fast
# Check positions before selling
/swarm refresh ABC123mint...
/swarm position ABC123mint...
# Multi-DEX examples
/swarm buy ABC123mint... 0.1 --dex bags # Buy on Bags.fm
/swarm buy ABC123mint... 0.1 --dex meteora # Buy on Meteora DLMM
/swarm sell ABC123mint... 100% --dex bags # Sell on Bags.fmExecution Modes Deep Dive
Parallel (Default for >5 wallets)
- Speed: All wallets submit simultaneously via
Promise.all - Risk: No atomicity - some may succeed, others fail
- Use when: Speed is priority, or bundles keep failing
Jito Bundle (Default for 2-5 wallets)
- Atomic: All transactions succeed or all fail together
- MEV-protected: No front-running between your own wallets
- Cost: ~10,000 lamports tip per bundle
- Limit: Max 5 transactions per bundle (Jito constraint)
Multi-Bundle (Recommended for 6-20 wallets)
- Chunked: Splits wallets into groups of 5
- Parallel bundles: All chunks submit simultaneously
- Partial atomicity: Each chunk is atomic, but chunks are independent
- Example: 12 wallets → 3 bundles of [5, 5, 2] wallets
Sequential (Stealth mode)
- Staggered: 200-400ms random delay between wallets
- Amount variance: ±5% to avoid detection patterns
- Rate limited: 5 seconds minimum between trades per wallet
- Use when: Want to avoid pattern detection
How It Works
Buy Flow
- Refreshes SOL balances from chain
- Filters wallets with sufficient balance (≥0.01 SOL + amount)
- Builds transaction for each wallet locally via the official @pump-fun/pump-sdk (or @pump-fun/pump-swap-sdk for graduated tokens)
- Signs all transactions locally
- Submits via selected execution mode
- Reports results per wallet
Sell Flow
- Fetches actual token balances from chain (critical!)
- Filters wallets with positions
- Calculates sell amount (% of position or exact)
- Builds and signs transactions
- Submits via selected execution mode
- Reports results per wallet
Safety Features
- Balance check: Verifies sufficient SOL before buy
- Position check: Fetches real token balances before sell
- Max amount: Rejects buy amounts > 10 SOL per wallet
- Confirmation timeout: 60 second timeout per transaction
- Error reporting: Shows detailed errors per wallet
- Bundle fallback: Failed bundles automatically retry as parallel
Configuration
| Env Variable | Description |
|---|---|
SOLANA_PRIVATE_KEY | Main wallet (wallet_0) |
SOLANA_SWARM_KEY_1..20 | Additional swarm wallets |
SOLANA_RPC_URL | Custom RPC endpoint (faster = better) |
BAGS_API_KEY | Bags.fm API key (required for bags DEX) |
Multi-DEX Support
The swarm system supports trading across multiple DEXes:
| DEX | Flag | Best For | Requires |
|---|---|---|---|
| Pump.fun (bonding curve) | --dex pumpfun (default) | Memecoins, new launches | - |
| Pump.fun (PumpSwap, graduated) | --dex pumpswap | Tokens that migrated off the bonding curve | - |
| Bags.fm | --dex bags | Bags-launched tokens | BAGS_API_KEY |
| Meteora | --dex meteora | DLMM pools, concentrated liquidity | - |
Multi-DEX Examples
# Buy on Pump.fun (default)
/swarm buy ABC123... 0.1
# Buy on Bags.fm
/swarm buy ABC123... 0.1 --dex bags
# Buy on Meteora with specific pool
/swarm buy ABC123... 0.1 --dex meteora --pool-address <pool_address>
# Sell on Bags.fm with stealth preset
/swarm sell ABC123... 100% --dex bags --preset stealthShow full SKILL.md (324 more words)Show less
Notes
- Default DEX is
pumpfunfor backward compatibility - Bags requires
BAGS_API_KEY- will error if missing - Meteora can auto-discover pools or use a specific
--pool-address - All execution modes (parallel, bundle, sequential) work with all DEXes
- Presets work with all DEXes
Agent Tools (12)
| Tool | Description |
|---|---|
swarm_wallets | List all swarm wallets |
swarm_balances | Refresh SOL balances from chain |
swarm_buy | Coordinated buy across wallets (supports preset param) |
swarm_sell | Coordinated sell across wallets (supports preset param) |
swarm_position | Get cached positions |
swarm_refresh | Fetch fresh positions from chain |
swarm_enable | Enable a wallet |
swarm_disable | Disable a wallet |
swarm_preset_save | Save a trading preset |
swarm_preset_list | List saved presets |
swarm_preset_get | Get preset details |
swarm_preset_delete | Delete a preset |
Scaling Notes
- Max wallets: 20 (wallet_0 + SOLANA_SWARM_KEY_1..20)
- Jito bundle limit: 5 txs per bundle (handled automatically)
- Multi-bundle parallel: All bundles submit simultaneously
- RPC recommendation: Use dedicated RPC for best performance
- Tip amount: 10,000 lamports per bundle (~$0.002)
Presets
Save and reuse trading configurations across tokens and strategies.
Preset Commands
/swarm preset save <name> [options] Save a preset
/swarm preset list [type] List presets
/swarm preset show <name> Show preset details
/swarm preset delete <name> Delete a presetPreset Save Options
| Option | Description |
|---|---|
--type <type> | Preset type: strategy, token, wallet_group |
--desc "..." | Preset description |
--mint <addr> | Token address (for token presets) |
--amount <sol> | Default SOL per wallet |
--slippage <bps> | Slippage in basis points |
--pool <pool> | Pool: pump, raydium, auto |
--mode <mode> | parallel, bundle, multi-bundle, sequential |
--wallets <ids> | Wallet IDs (for wallet_group presets) |
Built-in Presets
| Name | Mode | Slippage | Pool | Use Case |
|---|---|---|---|---|
fast | parallel | 5% | auto | Speed priority |
atomic | multi-bundle | 5% | auto | All-or-nothing execution |
stealth | sequential | 3% | auto | Pattern avoidance |
aggressive | parallel | 10% | pump | High volatility tokens |
safe | bundle | 2% | auto | Conservative trading |
Preset Examples
# Create a custom strategy preset
/swarm preset save my_stealth --type strategy --mode sequential --slippage 300
# Create a token preset for BONK
/swarm preset save bonk_entry --type token --mint DezXAZ... --slippage 1000 --amount 0.1
# Create a wallet group preset
/swarm preset save top5 --type wallet_group --wallets wallet_0,wallet_1,wallet_2,wallet_3,wallet_4
# List all presets
/swarm preset list
# List only strategy presets
/swarm preset list strategy
# Use preset in trade
/swarm buy ABC... 0.1 --preset my_stealth
/swarm sell ABC... 100% --preset fast
# Delete a preset
/swarm preset delete old_presetPreset Types
| Type | Purpose |
|---|---|
strategy | Reusable trading settings (mode, slippage, pool) |
token | Token-specific settings with saved mint address |
wallet_group | Named wallet combinations for specific trades |
Troubleshooting
| Issue | Solution |
|---|---|
| Bundle keeps failing | Try --parallel or check network congestion |
| Positions not showing | Run /swarm refresh <mint> first |
| Insufficient balance | Check with /swarm balances |
| Slow execution | Use dedicated RPC via SOLANA_RPC_URL |
| Some wallets skipped | Wallet disabled or insufficient balance |
| Preset not found | Check name with /swarm preset list |
© alsk1992, 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 1 other file in src/skills/bundled/pump-swarm of alsk1992/CloddsBot.
- SKILL.md
- index.ts
Open the folder on GitHubat commit c930628
Compare with similar skills
Pump Swarm 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 |
|---|---|---|---|---|---|---|
| Pump Swarm this skillalsk1992/CloddsBot | 2.9k | — | ~2.5k | Automated safety check: Pass | MIT | |
| Tushare Datazillionare/zillionare | 321 | 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 | 875 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Polyclawchainstacklabs/polyclaw | 359 | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Markdownfacioquo/stock-indicators-dotnet | 1.2k | — | ~812 | Automated safety check: Pass | Apache-2.0 |
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Questions about Pump Swarm
What does Pump Swarm do?
Coordinated multi-wallet trading on Pump.fun. An agent skill from alsk1992/CloddsBot. Pump Swarm is an agent skill from alsk1992/CloddsBot.
When should I use Pump Swarm?
Pump Swarm fits situations like: tasks that involve Trading and backtesting.
How do I install Pump Swarm in Claude Code?
Run `npx skills add alsk1992/CloddsBot --skill pump-swarm -a claude-code`. Or copy the skill folder (src/skills/bundled/pump-swarm in alsk1992/CloddsBot) into .claude/skills/pump-swarm in your project. Claude Code loads it when a task matches its description.
How do I install Pump Swarm in Codex?
Run `npx skills add alsk1992/CloddsBot --skill pump-swarm -a codex`. Or copy the skill folder (src/skills/bundled/pump-swarm in alsk1992/CloddsBot) into .agents/skills/pump-swarm in your project. Codex loads it when a task matches its description.
Can I use Pump Swarm 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 alsk1992/CloddsBot --skill pump-swarm -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pump-swarm, .gemini/skills/pump-swarm, .github/skills/pump-swarm and .opencode/skills/pump-swarm in your project.
What does Pump Swarm need to run?
Going by SKILL.md and its folder, Pump Swarm needs TypeScript for the scripts in its folder and credentials named BAGS_API_KEY and SOLANA_PRIVATE_KEY. Our summary lists: Node.js; A credential in SOLANA_PRIVATE_KEY; A credential in BAGS_API_KEY.
Does Pump Swarm 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 Pump Swarm 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 Pump Swarm use?
Pump Swarm 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 Pump Swarm use?
About 2.5k tokens (SKILL.md is roughly 10k 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 Pump Swarm?
Skills that share tags, products or a category with Pump Swarm: Tushare Data (zillionare/zillionare, 321 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 875 stars) and Polyclaw (chainstacklabs/polyclaw, 359 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Pump Swarm?
alsk1992 (a GitHub user) maintains it in alsk1992/CloddsBot, which has 2,933 GitHub stars. The repository holds 116 skills in this directory. The repository was last updated on October 2, 2026.
Source: alsk1992/CloddsBot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.