Technical Analyst
tradermonty/claude-trading-skills
This skill should be used when analyzing weekly price charts for stocks, stock indices, cryptocurrencies, or forex pairs.
Systematic approach to building full-stack Web3 applications layer by layer
$ npx skills add HKUDS/OpenSpace --skill web3-fullstack-systematic-build -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install HKUDS/OpenSpace web3-fullstack-systematic-build --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/OpenSpace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/benchmarks/gdpval/skills/web3-fullstack-systematic-build .claude/skills/web3-fullstack-systematic-build && 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 "web3-fullstack-systematic-build" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/web3-fullstack-systematic-build into .claude/skills/web3-fullstack-systematic-build/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web3-fullstack-systematic-build", 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/OpenSpace/tree/main/benchmarks/gdpval/skills/web3-fullstack-systematic-buildType 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/OpenSpace --skill web3-fullstack-systematic-build -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install HKUDS/OpenSpace web3-fullstack-systematic-build --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/benchmarks/gdpval/skills/web3-fullstack-systematic-build .agents/skills/web3-fullstack-systematic-build && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "web3-fullstack-systematic-build" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/web3-fullstack-systematic-build into .agents/skills/web3-fullstack-systematic-build/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web3-fullstack-systematic-build", 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/OpenSpace --skill web3-fullstack-systematic-build -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install HKUDS/OpenSpace web3-fullstack-systematic-build --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/benchmarks/gdpval/skills/web3-fullstack-systematic-build .cursor/skills/web3-fullstack-systematic-build && 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 "web3-fullstack-systematic-build" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/web3-fullstack-systematic-build into .cursor/skills/web3-fullstack-systematic-build/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web3-fullstack-systematic-build", 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/OpenSpace.git --path benchmarks/gdpval/skills/web3-fullstack-systematic-build--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/OpenSpace --skill web3-fullstack-systematic-build -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install HKUDS/OpenSpace web3-fullstack-systematic-build --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/benchmarks/gdpval/skills/web3-fullstack-systematic-build .gemini/skills/web3-fullstack-systematic-build && 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 "web3-fullstack-systematic-build" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/web3-fullstack-systematic-build into .gemini/skills/web3-fullstack-systematic-build/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web3-fullstack-systematic-build", 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/OpenSpace web3-fullstack-systematic-buildInstalls 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/OpenSpace --skill web3-fullstack-systematic-build -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .github/skills && cp -r skills-src/benchmarks/gdpval/skills/web3-fullstack-systematic-build .github/skills/web3-fullstack-systematic-build && 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 "web3-fullstack-systematic-build" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/web3-fullstack-systematic-build into .github/skills/web3-fullstack-systematic-build/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web3-fullstack-systematic-build", 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/OpenSpace --skill web3-fullstack-systematic-build -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/OpenSpace web3-fullstack-systematic-build --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/benchmarks/gdpval/skills/web3-fullstack-systematic-build .opencode/skills/web3-fullstack-systematic-build && 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 "web3-fullstack-systematic-build" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/web3-fullstack-systematic-build into .opencode/skills/web3-fullstack-systematic-build/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web3-fullstack-systematic-build", 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.
web3-fullstack-systematic-buildSystematic approach to building full-stack Web3 applications layer by layer
Web3 Fullstack Systematic Build is an agent skill from HKUDS/OpenSpace. Systematic approach to building full-stack Web3 applications layer by layer
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file.
It sits in Business, Finance & HR, covering Crypto and DeFi analysis. The repository describes itself as: "OpenSpace: The Skill Management Layer for AI Agents" -- https://open-space.cloud/. The licence is MIT.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 3827781. 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are javascript, solidity and bash).
From 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:
etherscan.iogoerli.etherscan.ioFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Web3 Fullstack Systematic Build loads about 1.8k tokens when it runs. Until then it costs about 27 tokens; SKILL.md has 485 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 noted patterns worth knowing about, such as sudo or a known installer.
'frontend/.env',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.
The full file from HKUDS/OpenSpace at commit 3827781, republished under its MIT licence (© HKUDS). 485 words, ~1,779 tokens.
.claude/skills/web3-fullstack-systematic-build/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.This skill provides a structured, layer-by-layer approach to building complex full-stack Web3 applications. Follow this sequence to maintain clarity, reduce coupling, and enable incremental testing even when tool failures occur.
First, establish the complete directory structure before writing any code:
project-name/
├── contracts/
│ ├── interfaces/
│ ├── core/
│ ├── libraries/
│ └── deployment/
├── frontend/
│ ├── src/
│ │ ├── components/
│ │ ├── hooks/
│ │ ├── config/
│ │ └── utils/
│ └── public/
├── scripts/
│ ├── deploy/
│ └── test/
├── zk-circuits/
└── docs/Action: Create all directories upfront using:
mkdir -p contracts/{interfaces,core,libraries,deployment}
mkdir -p frontend/src/{components,hooks,config,utils}
mkdir -p frontend/public
mkdir -p scripts/{deploy,test}
mkdir -p zk-circuits docsDefine all interface contracts before implementing logic. This establishes clear API boundaries.
Example interface structure:
// contracts/interfaces/IToken.sol
// SPDX-License-Identifier: MIT
pragma solidity ^0.8.0;
interface IToken {
function transfer(address to, uint256 amount) external returns (bool);
function balanceOf(address account) external view returns (uint256);
function approve(address spender, uint256 amount) external returns (bool);
}Actions:
Implement contracts in dependency order, starting with libraries, then core logic.
Order of implementation:
Example:
// contracts/core/PrivatePool.sol
// SPDX-License-Identifier: MIT
pragma solidity ^0.8.0;
import "../interfaces/IToken.sol";
import "../libraries/SafeMath.sol";
contract PrivatePool {
using SafeMath for uint256;
IToken public token;
mapping(address => uint256) private balances;
constructor(address _token) {
token = IToken(_token);
}
function deposit(uint256 amount) external {
token.transferFrom(msg.sender, address(this), amount);
balances[msg.sender] = balances[msg.sender].add(amount);
}
}Actions:
Set up frontend infrastructure before building components.
Create these config files first:
frontend/src/config/networks.js):export const networks = {
mainnet: {
chainId: 1,
rpcUrl: process.env.REACT_APP_MAINNET_RPC,
explorer: 'https://etherscan.io'
},
testnet: {
chainId: 5,
rpcUrl: process.env.REACT_APP_TESTNET_RPC,
explorer: 'https://goerli.etherscan.io'
}
};frontend/src/config/contracts.js):export const contractAddresses = {
PrivatePool: process.env.REACT_APP_PRIVATE_POOL_ADDRESS,
Token: process.env.REACT_APP_TOKEN_ADDRESS
};frontend/src/config/abis/):// Import compiled contract ABIs here
import PrivatePoolABI from './PrivatePool.json';
export { PrivatePoolABI };Actions:
.env.example)Build frontend components in this order:
Example component:
// frontend/src/components/DepositForm.jsx
import { useState } from 'react';
import { useContractWrite } from 'wagmi';
import { PrivatePoolABI } from '../config/abis';
export function DepositForm({ contractAddress, tokenAddress }) {
const [amount, setAmount] = useState('');
const { write: deposit } = useContractWrite({
address: contractAddress,
abi: PrivatePoolABI,
functionName: 'deposit',
args: [BigInt(amount)]
});
return (
<form onSubmit={(e) => { e.preventDefault(); deposit(); }}>
<input
value={amount}
onChange={(e) => setAmount(e.target.value)}
placeholder="Amount"
/>
<button type="submit">Deposit</button>
</form>
);
}Actions:
Create deployment scripts last, after all contracts are complete and tested.
Structure:
// scripts/deploy/01_deploy_token.js
async function main() {
const Token = await ethers.getContractFactory("Token");
const token = await Token.deploy();
await token.deployed();
console.log("Token deployed to:", token.address);
// Save address for frontend config
fs.writeFileSync(
'frontend/.env',
`REACT_APP_TOKEN_ADDRESS=${token.address}\n`,
{ flag: 'a' }
);
}Actions:
If a tool failure occurs:
This systematic approach ensures partial progress is preserved and the overall architecture remains coherent even when interruptions occur.
© HKUDS, 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 1 other file in benchmarks/gdpval/skills/web3-fullstack-systematic-build of HKUDS/OpenSpace.
Open the folder on GitHubat commit 3827781
Web3 Fullstack Systematic Build 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 |
|---|---|---|---|---|---|---|
| Web3 Fullstack Systematic Build this skillHKUDS/OpenSpace | 7.7k | — | ~1.8k | Automated safety check: Notes | MIT | |
| Technical Analysttradermonty/claude-trading-skills | 3k | 5 repos | ~4.6k | Automated safety check: Pass | MIT | |
| Polyclawchainstacklabs/polyclaw | 360 | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Longbridge Researchhelsome/folio | 269 | 3 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Stock Analysis24mlight/StockClaw | 101 | 2 repos | ~2k | Automated safety check: Notes | MIT | |
| Swapper Depositswapperfinance/swapper-toolkit | 852 | — | ~1.8k | Automated safety check: Pass | MIT |
tradermonty/claude-trading-skills
This skill should be used when analyzing weekly price charts for stocks, stock indices, cryptocurrencies, or forex pairs.
chainstacklabs/polyclaw
Trade on Polymarket via split + CLOB execution. An agent skill from chainstacklabs/polyclaw.
helsome/folio
Institution ratings, consensus price targets, EPS/revenue forecasts, finance calendar, shareholder data, fund holders, insider trades (SEC Form 4), short interest, industry rankings, peer group…
24mlight/StockClaw
Analyze stocks and cryptocurrencies using Yahoo Finance data.
swapperfinance/swapper-toolkit
Deposit and bridge funds into a wallet or protocol using Swapper Finance.
okx/agent-skills
Manages OKX Simple Earn (flexible savings/lending), Flash Earn, On-chain Earn (staking/DeFi), Dual Investment (DCD/双币赢), and AutoEarn (自动赚币) via the okx CLI.
HKUDS/OpenSpace
Walks through producing a master audio track plus stems in Python, from checking a reference file and timing sections by BPM to effects, a zip archive and final verification.
HKUDS/OpenSpace
Handle cascading data retrieval tool failures by falling back to embedded knowledge generation
HKUDS/OpenSpace
Gives an agent a workaround when its code-execution sandbox keeps failing: save the Python script to a file and run it through the shell instead.
HKUDS/OpenSpace
A recovery routine for agents whose sandboxed code runner keeps failing: save the Python script to disk, then run it through the shell and read the output.
HKUDS/OpenSpace
Fallback ladder for failed sandboxed code runs, plus the habit of fixing the working directory first so generated files land in the right place.
HKUDS/OpenSpace
Fallback workflow for executing Python code when executecodesandbox fails repeatedly
Categories
Systematic approach to building full-stack Web3 applications layer by layer. Web3 Fullstack Systematic Build is an agent skill from HKUDS/OpenSpace.
Web3 Fullstack Systematic Build fits situations like: tasks that involve Crypto and DeFi analysis.
Run `npx skills add HKUDS/OpenSpace --skill web3-fullstack-systematic-build -a claude-code`. Or copy the skill folder (benchmarks/gdpval/skills/web3-fullstack-systematic-build in HKUDS/OpenSpace) into .claude/skills/web3-fullstack-systematic-build in your project. Claude Code loads it when a task matches its description.
Run `npx skills add HKUDS/OpenSpace --skill web3-fullstack-systematic-build -a codex`. Or copy the skill folder (benchmarks/gdpval/skills/web3-fullstack-systematic-build in HKUDS/OpenSpace) into .agents/skills/web3-fullstack-systematic-build 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 HKUDS/OpenSpace --skill web3-fullstack-systematic-build -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/web3-fullstack-systematic-build, .gemini/skills/web3-fullstack-systematic-build, .github/skills/web3-fullstack-systematic-build and .opencode/skills/web3-fullstack-systematic-build in your project.
SKILL.md names no scripts, command-line tools or credentials: Web3 Fullstack Systematic Build is instructions for the agent only.
SKILL.md names 2 domains. In commands or code: etherscan.io and goerli.etherscan.io; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Web3 Fullstack Systematic Build is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Web3 Fullstack Systematic Build: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Polyclaw (chainstacklabs/polyclaw, 360 stars), Longbridge Research (helsome/folio, 269 stars) and Stock Analysis (24mlight/StockClaw, 101 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
HKUDS (a GitHub organization) maintains it in HKUDS/OpenSpace, which has 7,743 GitHub stars. The repository holds 199 skills in this directory. The repository was last updated on August 12, 2026.
Source: HKUDS/OpenSpace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.