Venice Crypto Rpc
veniceai/skills
Use Venice as a pay-per-call JSON-RPC proxy to 27 EVM, Starknet, and Solana networks.
Self-hosted Solana DEX aggregator by SolanaTracker — multi-hop routing across 25+ DEXes, WebSocket streaming, Yellowstone Jet TPU submission, no rate limits
$ npx skills add agiprolabs/claude-trading-skills --skill raptor-dex -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install agiprolabs/claude-trading-skills raptor-dex --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/agiprolabs/claude-trading-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/raptor-dex .claude/skills/raptor-dex && 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 "raptor-dex" agent skill from https://github.com/agiprolabs/claude-trading-skills/tree/main/skills/raptor-dex into .claude/skills/raptor-dex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raptor-dex", 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/agiprolabs/claude-trading-skills/tree/main/skills/raptor-dexType 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 agiprolabs/claude-trading-skills --skill raptor-dex -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install agiprolabs/claude-trading-skills raptor-dex --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agiprolabs/claude-trading-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/raptor-dex .agents/skills/raptor-dex && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "raptor-dex" agent skill from https://github.com/agiprolabs/claude-trading-skills/tree/main/skills/raptor-dex into .agents/skills/raptor-dex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raptor-dex", 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 agiprolabs/claude-trading-skills --skill raptor-dex -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install agiprolabs/claude-trading-skills raptor-dex --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agiprolabs/claude-trading-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/raptor-dex .cursor/skills/raptor-dex && 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 "raptor-dex" agent skill from https://github.com/agiprolabs/claude-trading-skills/tree/main/skills/raptor-dex into .cursor/skills/raptor-dex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raptor-dex", 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/agiprolabs/claude-trading-skills.git --path skills/raptor-dex--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 agiprolabs/claude-trading-skills --skill raptor-dex -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install agiprolabs/claude-trading-skills raptor-dex --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agiprolabs/claude-trading-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/raptor-dex .gemini/skills/raptor-dex && 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 "raptor-dex" agent skill from https://github.com/agiprolabs/claude-trading-skills/tree/main/skills/raptor-dex into .gemini/skills/raptor-dex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raptor-dex", 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 agiprolabs/claude-trading-skills raptor-dexInstalls 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 agiprolabs/claude-trading-skills --skill raptor-dex -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/agiprolabs/claude-trading-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/raptor-dex .github/skills/raptor-dex && 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 "raptor-dex" agent skill from https://github.com/agiprolabs/claude-trading-skills/tree/main/skills/raptor-dex into .github/skills/raptor-dex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raptor-dex", 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 agiprolabs/claude-trading-skills --skill raptor-dex -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install agiprolabs/claude-trading-skills raptor-dex --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agiprolabs/claude-trading-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/raptor-dex .opencode/skills/raptor-dex && 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 "raptor-dex" agent skill from https://github.com/agiprolabs/claude-trading-skills/tree/main/skills/raptor-dex into .opencode/skills/raptor-dex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raptor-dex", 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.
raptor-dexSelf-hosted Solana DEX aggregator by SolanaTracker — multi-hop routing across 25+ DEXes, WebSocket streaming, Yellowstone Jet TPU submission, no rate limits
Raptor Dex is an agent skill from agiprolabs/claude-trading-skills. Self-hosted Solana DEX aggregator by SolanaTracker — multi-hop routing across 25+ DEXes, WebSocket streaming, Yellowstone Jet TPU submission, no rate limits
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `references/api_reference.md`, `references/deployment.md` and `scripts/raptor_quote.py`).
It sits in Backend & APIs, covering Realtime and WebSockets and Rate limiting. It works with Solana. The repository describes itself as: 68 trading, DeFi, and quantitative finance Agent Skills. Works with Claude Code, Cursor, Codex, Gemini CLI, and 30+ other tools. The licence is MIT.
Read from SKILL.md and the folder at commit 981e1d7. It shows what the files ask for, not the result of running them.
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.
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
github.comAlso links to:
docs.solanatracker.ioFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
YELLOWSTONE_TOKENPRIVATE_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Raptor Dex loads about 2.2k tokens when it runs, and up to ~4.6k if it reads all its reference files. Until then it costs about 42 tokens; SKILL.md has 546 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.
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.
The full file from agiprolabs/claude-trading-skills at commit 981e1d7, republished under its MIT licence (© agiprolabs). 546 words, ~2,243 tokens.
.claude/skills/raptor-dex/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.Raptor is a self-hosted Rust binary that aggregates swap quotes across 25+ Solana DEXes. Unlike Jupiter, Raptor runs on your own infrastructure with no rate limits, no API key, and no dependency on external API availability. Free during public beta.
RaptorD5ojtsqDDtJeRsunPLg6GvLYNnwKJWxYE4m87# Clone the binary repo (includes required signature file)
git clone https://github.com/solanatracker/raptor-binary
cd raptor-binary
# Run with required environment variables
export RPC_URL="https://your-solana-rpc.com"
export YELLOWSTONE_ENDPOINT="https://your-yellowstone-grpc.com"
export YELLOWSTONE_TOKEN="your-token" # if required by provider
./raptor
# Listens on 0.0.0.0:8080 by defaultRequirements: Solana RPC endpoint + Yellowstone gRPC endpoint (for pool indexing). Raptor uses very few RPC calls during normal operation since pool state is streamed via Yellowstone.
Signature file: The signature file must be in the same directory as the Raptor binary. It authenticates your instance and is included in the repo clone. If you move the binary, copy the signature file with it.
1. GET /quote → Best route across 25+ DEXes
2. POST /swap → Unsigned versioned transaction
3. Sign locally → Your private key never leaves your machine
4. POST /send-transaction → Submit via Yellowstone Jet TPU
5. GET /transaction/{sig} → Confirm status (pending/confirmed/failed/expired)| Method | Endpoint | Description |
|---|---|---|
GET | /quote | Get swap quote with multi-hop routing |
POST | /swap | Build swap transaction from quote |
POST | /swap-instructions | Get swap instructions only (no tx wrapper) |
POST | /quote-and-swap | Quote + transaction in one request |
POST | /send-transaction | Submit via Yellowstone Jet TPU with auto-retry |
GET | /transaction/:signature | Track transaction status and parsed events |
GET | /health | Health check (pools, cache, Yellowstone connection) |
import httpx
RAPTOR = "http://localhost:8080"
resp = httpx.get(f"{RAPTOR}/quote", params={
"inputMint": "So11111111111111111111111111111111111111112", # SOL
"outputMint": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v", # USDC
"amount": 1_000_000_000, # 1 SOL in lamports
"slippageBps": 50,
})
quote = resp.json()
print(f"Output: {quote['amountOut']} lamports")
print(f"Price impact: {quote['priceImpact']}%")
print(f"Route: {len(quote['routePlan'])} hops")| Parameter | Type | Required | Description |
|---|---|---|---|
inputMint | string | Yes | Input token mint address |
outputMint | string | Yes | Output token mint address |
amount | integer | Yes | Amount in smallest unit (lamports) |
slippageBps | string | No | Basis points or "dynamic" (default: 50) |
dexes | string | No | Comma-separated DEX filter |
excludeDexes | string | No | DEXes to exclude |
maxHops | integer | No | 1-4 hops (default: 4) |
directRouteOnly | boolean | No | Only single-hop routes |
pools | string | No | Comma-separated pool address filter |
feeBps | integer | No | Platform fee 0-1000 bps |
feeAccount | string | No | Fee recipient wallet |
import base64
import os
# Step 2: Build transaction from quote
resp = httpx.post(f"{RAPTOR}/swap", json={
"quoteResponse": quote,
"userPublicKey": "YOUR_WALLET_PUBKEY",
"wrapUnwrapSol": True,
"txVersion": "v0",
"priorityFee": "auto", # min|low|auto|medium|high|veryHigh|turbo|unsafeMax
"maxPriorityFee": 100_000, # cap in lamports
})
swap = resp.json()
# swap["swapTransaction"] is base64-encoded unsigned transaction
# Step 3: Sign locally (private key never sent to Raptor)
from solders.transaction import VersionedTransaction
from solders.keypair import Keypair
tx_bytes = base64.b64decode(swap["swapTransaction"])
tx = VersionedTransaction.from_bytes(tx_bytes)
keypair = Keypair.from_base58_string(os.getenv("PRIVATE_KEY"))
signed_tx = VersionedTransaction(tx.message, [keypair])
signed_b64 = base64.b64encode(bytes(signed_tx)).decode()
# Step 4: Submit via Yellowstone Jet TPU
resp = httpx.post(f"{RAPTOR}/send-transaction", json={
"transaction": signed_b64,
})
result = resp.json()
print(f"Signature: {result['signature']}")
# Step 5: Track status
resp = httpx.get(f"{RAPTOR}/transaction/{result['signature']}")
status = resp.json()
# status: pending | confirmed | failed | expired
print(f"Status: {status['status']}, Latency: {status.get('latency_ms')}ms")Real-time quote streaming with slot-based updates when pool state changes:
import asyncio, websockets, json
async def stream_quotes():
async with websockets.connect("ws://localhost:8080/stream") as ws:
await ws.send(json.dumps({
"type": "subscribe",
"inputMint": "So11111111111111111111111111111111111111112",
"outputMint": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
"amount": 1_000_000_000,
"slippageBps": "50",
}))
async for msg in ws:
data = json.loads(msg)
if data.get("type") == "quote":
print(f"Out: {data['data']['amountOut']} (slot {data['data']['contextSlot']})")/stream/swap variant pre-builds transactions ready for signing, with automatic resend every 10 slots to prevent expiry.
Raydium: AMM, CLMM, CPMM, LaunchLab | Meteora: DLMM, Dynamic AMM, DAMM V2, Curve, DBC | Orca: Whirlpool v1/v2 | Bonding Curves: Pump.fun, Pumpswap, Heaven, MoonIt, Boopfun | PropAMM: Humidifi, Tessera, Solfi V1/V2, AlphaQ, ZeroFi, BisonFi, GoonFi V2 | Other: FluxBeam, PancakeSwap V3
| Variable | Required | Default | Description |
|---|---|---|---|
RPC_URL | Yes | — | Solana RPC endpoint |
YELLOWSTONE_ENDPOINT | Yes | — | Yellowstone gRPC endpoint |
YELLOWSTONE_TOKEN | No | — | Auth token (if provider requires) |
BIND_ADDR | No | 0.0.0.0:8080 | Listen address |
INCLUDE_DEXES | No | all | Comma-separated DEX filter |
EXCLUDE_DEXES | No | none | DEXes to exclude |
WORKER_THREADS | No | CPU cores | Worker thread count |
ENABLE_WEBSOCKET | No | false | Enable /stream endpoints |
ENABLE_YELLOWSTONE_JET | No | false | Enable Jet TPU for /send-transaction |
ENABLE_ARBITRAGE | No | false | Enable circular arbitrage routes |
./raptor --include-dexes raydium,orca,meteora \
--enable-websocket \
--enable-yellowstone-jet \
--workers 4# Only bonding curve DEXes (for PumpFun sniping)
INCLUDE_DEXES="pumpfun,pumpswap,heaven,moonit,boopfun" ./raptor
# Only major AMMs
INCLUDE_DEXES="raydium,orca,meteora" ./raptor| Level | Use Case |
|---|---|
min / low | Cost-saving, non-urgent |
auto / medium | Recommended default |
high / veryHigh | Faster confirmation |
turbo / unsafeMax | Maximum speed, competitive scenarios |
| Feature | Raptor | Jupiter |
|---|---|---|
| Self-hosted | Yes | No |
| Rate limits | None (your hardware) | API rate limits |
| DEX coverage | 25+ | 30+ |
| Latency | Network-local | Remote API |
| Cost | Free (beta) | Free (hosted) |
| Tx submission | Yellowstone Jet TPU | Standard RPC |
| On-chain program | RaptorD5o... | JUP... |
| API key required | No | No |
See references/deployment.md for Docker, Fly.io, and bare metal setup.
references/api_reference.md — Complete HTTP and WebSocket API with request/response schemasreferences/deployment.md — Docker, Fly.io, bare metal deployment with signature file handlingscripts/raptor_quote.py — Get and compare swap quotes with --demo modescripts/raptor_swap.py — Full swap flow: quote → build → sign → submit → confirm (simulation only in --demo)© agiprolabs, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 4 other files (scripts, references) in skills/raptor-dex of agiprolabs/claude-trading-skills.
Open the folder on GitHubat commit 981e1d7
Raptor Dex 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 |
|---|---|---|---|---|---|---|
| Raptor Dex this skillagiprolabs/claude-trading-skills | 410 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Venice Crypto Rpcveniceai/skills | 144 | — | ~3.2k | Automated safety check: Pass | MIT | |
| Domain Webfjrevoredo/mini-diarium | 309 | 1 repos | ~1k | Automated safety check: Pass | MIT | |
| Neon Functionsneondatabase/agent-skills | 100 | — | ~12k | Automated safety check: Notes | Apache-2.0 | |
| Switchboard Oracle SDKinternet-court/internet-court-skill | 6.6k | 2 repos | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| Helius for Solanainternet-court/internet-court-skill | 6.6k | 1 repos | ~2.7k | Automated safety check: Pass | Apache-2.0 |
veniceai/skills
Use Venice as a pay-per-call JSON-RPC proxy to 27 EVM, Starknet, and Solana networks.
fjrevoredo/mini-diarium
A skill your agent uses when building web services. An agent skill from fjrevoredo/mini-diarium.
neondatabase/agent-skills
Long-running, serverless Node.js HTTP functions deployed onto your Neon branch, with DATABASEURL injected automatically and compute that runs next to your data.
internet-court/internet-court-skill
Covers integrating Switchboard oracles on Solana: pull feeds, oracle quotes, VRF randomness and Surge WebSocket streaming, from both the TypeScript SDK and Rust.
internet-court/internet-court-skill
Guides building Solana apps on Helius: sending transactions, asset and NFT queries, live streaming, webhooks, priority fees, wallet analysis and API key onboarding.
arpitg1304/robotics-agent-skills
Patterns and best practices for integrating ROS2 systems with web technologies including REST APIs, WebSocket bridges, and browser-based robot interfaces.
agiprolabs/claude-trading-skills
Event-driven backtesting with bar-by-bar execution, complex order types, multiple analyzers, and custom indicators
agiprolabs/claude-trading-skills
Solana token market data via Birdeye — prices, OHLCV, trades, token metadata, security checks, and trader activity
agiprolabs/claude-trading-skills
Broad crypto market data from CoinGecko covering 13,000+ tokens.
agiprolabs/claude-trading-skills
Cointegration testing for pairs trading using Engle-Granger, Johansen, and rolling stability analysis
agiprolabs/claude-trading-skills
Wallet evaluation, monitoring, and copy-trade strategy design for Solana DEX trading
agiprolabs/claude-trading-skills
Cross-asset correlation analysis including rolling correlation, hierarchical clustering, tail dependence, and regime-dependent correlation
Works with
Categories
Self-hosted Solana DEX aggregator by SolanaTracker — multi-hop routing across 25+ DEXes, WebSocket streaming, Yellowstone Jet TPU submission, no rate limits. Raptor Dex is an agent skill from agiprolabs/claude-trading-skills.
Raptor Dex fits situations like: tasks that involve Realtime and WebSockets; tasks that involve Rate limiting.
Run `npx skills add agiprolabs/claude-trading-skills --skill raptor-dex -a claude-code`. Or copy the skill folder (skills/raptor-dex in agiprolabs/claude-trading-skills) into .claude/skills/raptor-dex in your project. Claude Code loads it when a task matches its description.
Run `npx skills add agiprolabs/claude-trading-skills --skill raptor-dex -a codex`. Or copy the skill folder (skills/raptor-dex in agiprolabs/claude-trading-skills) into .agents/skills/raptor-dex in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add agiprolabs/claude-trading-skills --skill raptor-dex -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/raptor-dex, .gemini/skills/raptor-dex, .github/skills/raptor-dex and .opencode/skills/raptor-dex in your project.
Going by SKILL.md and its folder, Raptor Dex needs Python for the scripts in its folder, the command-line tools its instructions call (git) and credentials named YELLOWSTONE_TOKEN and PRIVATE_KEY. Our summary lists: Python 3; Docker; A credential in YELLOWSTONE_TOKEN; A credential in PRIVATE_KEY.
SKILL.md names 2 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: docs.solanatracker.io. This is read from the text; nothing was executed.
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.
Raptor Dex is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.2k tokens (SKILL.md is roughly 9k 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 2.4k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Raptor Dex: Venice Crypto Rpc (veniceai/skills, 144 stars), Domain Web (fjrevoredo/mini-diarium, 309 stars), Neon Functions (neondatabase/agent-skills, 100 stars) and Switchboard Oracle SDK (internet-court/internet-court-skill, 6.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
agiprolabs (a GitHub user) maintains it in agiprolabs/claude-trading-skills, which has 410 GitHub stars. The repository holds 68 skills in this directory. The repository was last updated on September 3, 2026.
Source: agiprolabs/claude-trading-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.