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。
A skill your agent uses when researching, backtesting, deploying, or running a supported one-time Lighter action through the Superior Trade Unified API.
Install Lighter
$ npx skills add Superior-Trade/superior-skills --skill lighter -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Superior-Trade/superior-skills lighter --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/Superior-Trade/superior-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/lighter .claude/skills/lighter && 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 "lighter" agent skill from https://github.com/Superior-Trade/superior-skills/tree/main/skills/lighter into .claude/skills/lighter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lighter", 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/Superior-Trade/superior-skills/tree/main/skills/lighterType 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 Superior-Trade/superior-skills --skill lighter -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Superior-Trade/superior-skills lighter --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Superior-Trade/superior-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/lighter .agents/skills/lighter && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "lighter" agent skill from https://github.com/Superior-Trade/superior-skills/tree/main/skills/lighter into .agents/skills/lighter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lighter", 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 Superior-Trade/superior-skills --skill lighter -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Superior-Trade/superior-skills lighter --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Superior-Trade/superior-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/lighter .cursor/skills/lighter && 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 "lighter" agent skill from https://github.com/Superior-Trade/superior-skills/tree/main/skills/lighter into .cursor/skills/lighter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lighter", 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/Superior-Trade/superior-skills.git --path skills/lighter--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 Superior-Trade/superior-skills --skill lighter -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Superior-Trade/superior-skills lighter --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Superior-Trade/superior-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/lighter .gemini/skills/lighter && 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 "lighter" agent skill from https://github.com/Superior-Trade/superior-skills/tree/main/skills/lighter into .gemini/skills/lighter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lighter", 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 Superior-Trade/superior-skills lighterInstalls 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 Superior-Trade/superior-skills --skill lighter -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Superior-Trade/superior-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/lighter .github/skills/lighter && 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 "lighter" agent skill from https://github.com/Superior-Trade/superior-skills/tree/main/skills/lighter into .github/skills/lighter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lighter", 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 Superior-Trade/superior-skills --skill lighter -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Superior-Trade/superior-skills lighter --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Superior-Trade/superior-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/lighter .opencode/skills/lighter && 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 "lighter" agent skill from https://github.com/Superior-Trade/superior-skills/tree/main/skills/lighter into .opencode/skills/lighter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lighter", 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
lighter- GitHub stars
- 215
- Token cost
- ~1.1k tokens
- SKILL.md length
- 396 words
- Files
- 3 (incl. references)
- Skills in repo
- 31
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when researching, backtesting, deploying, or running a supported one-time Lighter action through the Superior Trade Unified API.
- Running a supported one-time Lighter action through the Superior Trade Unified API
- SKILL.md covers Unified API only, Robinhood Chain Variant, Safety Rules and Account readiness, plus 2 more sections
- Reaches api.superior.trade; needs SUPERIOR_TRADE_API_KEY
- Tasks that involve Trading and backtesting
What it does
Lighter is an agent skill from Superior-Trade/superior-skills. Use when researching, backtesting, deploying, or running a supported one-time Lighter action through the Superior Trade Unified API.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/api.md` and `references/deployment.md`).
It sits in Business, Finance & HR, covering Trading and backtesting. The repository describes itself as: Open agent skills and tool schemas for Superior Trade — build, backtest, and deploy trading strategies on Hyperliquid. The licence is MIT.
When your agent uses it
- Running a supported one-time Lighter action through the Superior Trade Unified API
- Tasks that involve Trading and backtesting
Example prompts
- “/lighter”
Requirements
- A credential in SUPERIOR_TRADE_API_KEY
What it can do on your machine
Read from SKILL.md and the folder at commit 9d41db5. 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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
api.superior.trade
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
SUPERIOR_TRADE_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Lighter loads about 1.1k tokens when it runs, and up to ~1.7k if it reads all its reference files. Until then it costs about 35 tokens; SKILL.md has 396 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 Superior-Trade/superior-skills at commit 9d41db5, republished under its MIT licence (© Superior-Trade). 396 words, ~1,087 tokens.
Download SKILL.mdSave it as
.claude/skills/lighter/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- lighter
- description
- Use when researching, backtesting, deploying, or running a supported one-time Lighter action through the Superior Trade Unified API.
- metadata.version
- 1.0.2
- metadata.updated
- 2026-07-22
- metadata.homepage
- https://account.superior.trade
- metadata.source
- https://github.com/Superior-Trade
- metadata.primaryEnv
- SUPERIOR_TRADE_API_KEY
Superior Trade Lighter
Use this skill for Lighter market discovery, Nautilus backtests and deployments, managed-wallet checks, and supported typed executions through Unified API.
Read ../../references/unified-runtime.md
before making any request. The OpenAPI contract, not older venue workflows,
defines which Lighter operations are available.
Base URL: https://api.superior.trade
Auth: x-api-key: $SUPERIOR_TRADE_API_KEY
Venue config: { "venue": "lighter", "instrument_id": "<SYMBOL>.LIGHTER" }
Unified API only
Read ../../references/unified-runtime.md
before onboarding, backtesting, deployment, or execution. Use GET /context/venues
and GET /runtime/frameworks first, then the Unified runtime endpoints. If the
contract does not expose the required Lighter operation, report it as
unavailable.
Robinhood Chain Variant
Use the separate lighter-robinhood skill and venue name for Robinhood Chain Lighter. Do not treat lighter-robinhood as an alias for this default lighter profile; it uses a different venue profile, chain id, deposit asset, and instrument suffix.
Safety Rules
- Never ask for private keys, seed phrases, API private keys, passwords, or wallet credentials.
- Never log, echo, store, or display secrets. The only credential an agent should use is
SUPERIOR_TRADE_API_KEY. - Never move funds or start live trading without explicit user confirmation.
- Never submit a Lighter order without explicit user confirmation of market, side, size, order type, and risk.
- Treat any contract-supported Lighter deposit or withdrawal as a real fund-moving action.
- Do not retry an ambiguous execution or withdrawal automatically. Read its durable status and report the persisted state.
- Do not claim managed-wallet funds are available on Lighter unless Unified API returns the required readiness and balance evidence.
- Do not claim Lighter readiness or balance without querying the API.
- If onboarding, CCTP funding, delayed withdrawal, or signed proxy submission is
absent from
GET /openapi.json, report it as unavailable.
Show full SKILL.md (126 more words)Show less
Account readiness
Read the managed wallet with GET /wallet and venue support with
GET /context/venues. Do not infer a Lighter-specific account state machine
from generic wallet history. If Unified API does not return the readiness data
needed for a live deployment, report the deployment as unavailable rather than
reusing an older onboarding flow.
Reference files
Load on demand.
| Read | When |
|---|---|
references/api.md | You need Unified routing for market context, wallet readiness, backtests, deployments, or supported typed executions. |
references/deployment.md | You are creating, starting, stopping or monitoring a Lighter Nautilus deployment. |
Related Skills
- Use
superior-trade-authfirst when the user needs an API key. - Use
trade-thesisbefore deploying a new live strategy idea. - Use
hyperliquidfor Hyperliquid workflows. Lighter deployments use the same Unified runtime lifecycle with the Nautilus framework.
© Superior-Trade, 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 2 other files (references) in skills/lighter of Superior-Trade/superior-skills.
- SKILL.md
- references/api.md
- references/deployment.md
Open the folder on GitHubat commit 9d41db5
Compare with similar skills
Lighter 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 |
|---|---|---|---|---|---|---|
| Lighter this skillSuperior-Trade/superior-skills | 215 | — | ~1.1k | 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 | 878 | — | ~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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Categories
Questions about Lighter
What does Lighter do?
A skill your agent uses when researching, backtesting, deploying, or running a supported one-time Lighter action through the Superior Trade Unified API. Lighter is an agent skill from Superior-Trade/superior-skills. Use when researching, backtesting, deploying, or running a supported one-time Lighter action through the Superior Trade Unified API.
When should I use Lighter?
Lighter fits situations like: running a supported one-time Lighter action through the Superior Trade Unified API; tasks that involve Trading and backtesting.
How do I install Lighter in Claude Code?
Run `npx skills add Superior-Trade/superior-skills --skill lighter -a claude-code`. Or copy the skill folder (skills/lighter in Superior-Trade/superior-skills) into .claude/skills/lighter in your project. Claude Code loads it when a task matches its description.
How do I install Lighter in Codex?
Run `npx skills add Superior-Trade/superior-skills --skill lighter -a codex`. Or copy the skill folder (skills/lighter in Superior-Trade/superior-skills) into .agents/skills/lighter in your project. Codex loads it when a task matches its description.
Can I use Lighter 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 Superior-Trade/superior-skills --skill lighter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/lighter, .gemini/skills/lighter, .github/skills/lighter and .opencode/skills/lighter in your project.
What does Lighter need to run?
Going by SKILL.md and its folder, Lighter needs credentials named SUPERIOR_TRADE_API_KEY. Our summary lists: A credential in SUPERIOR_TRADE_API_KEY.
Does Lighter access the network?
SKILL.md names 1 domain. In commands or code: api.superior.trade; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Lighter 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 Lighter use?
Lighter 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 Lighter use?
About 1.1k tokens (SKILL.md is roughly 4.3k 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 595 tokens, read only when the agent opens those files.
What are the alternatives to Lighter?
Skills that share tags, products or a category with Lighter: Tushare Data (zillionare/zillionare, 321 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 878 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 Lighter?
Superior-Trade (a GitHub organization) maintains it in Superior-Trade/superior-skills, which has 215 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on September 10, 2026.
Source: Superior-Trade/superior-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.