Agent Trading Predictor
ruvnet/ruflo
Agent skill for trading-predictor - invoke with $agent-trading-predictor
深度外贸市场调研技能。对目标国家+产品领域进行全面竞争对手分析，覆盖品牌商、制造商、经销商，生成含市场格局、定价策略、渠道分析和进入建议的完整调研报告。
No licenceAuto-check passed
Install Foreign Trade Research
$ npx skills add liangdabiao/exa-research-mcp-skill --skill foreign-trade-research -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill foreign-trade-research --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/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/foreign-trade-research .claude/skills/foreign-trade-research && 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 "foreign-trade-research" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/foreign-trade-research into .claude/skills/foreign-trade-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "foreign-trade-research", 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/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/foreign-trade-researchType 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 liangdabiao/exa-research-mcp-skill --skill foreign-trade-research -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill foreign-trade-research --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/foreign-trade-research .agents/skills/foreign-trade-research && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "foreign-trade-research" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/foreign-trade-research into .agents/skills/foreign-trade-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "foreign-trade-research", 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 liangdabiao/exa-research-mcp-skill --skill foreign-trade-research -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill foreign-trade-research --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/foreign-trade-research .cursor/skills/foreign-trade-research && 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 "foreign-trade-research" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/foreign-trade-research into .cursor/skills/foreign-trade-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "foreign-trade-research", 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/liangdabiao/exa-research-mcp-skill.git --path .agents/skills/foreign-trade-research--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 liangdabiao/exa-research-mcp-skill --skill foreign-trade-research -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill foreign-trade-research --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/foreign-trade-research .gemini/skills/foreign-trade-research && 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 "foreign-trade-research" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/foreign-trade-research into .gemini/skills/foreign-trade-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "foreign-trade-research", 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 liangdabiao/exa-research-mcp-skill foreign-trade-researchInstalls 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 liangdabiao/exa-research-mcp-skill --skill foreign-trade-research -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/foreign-trade-research .github/skills/foreign-trade-research && 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 "foreign-trade-research" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/foreign-trade-research into .github/skills/foreign-trade-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "foreign-trade-research", 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 liangdabiao/exa-research-mcp-skill --skill foreign-trade-research -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill foreign-trade-research --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/foreign-trade-research .opencode/skills/foreign-trade-research && 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 "foreign-trade-research" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/.agents/skills/foreign-trade-research into .opencode/skills/foreign-trade-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "foreign-trade-research", 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
foreign-trade-research- GitHub stars
- 110
- Token cost
- ~1k tokens
- SKILL.md length
- 320 words
- Files
- 1
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- None found
At a glance
深度外贸市场调研技能。对目标国家+产品领域进行全面竞争对手分析，覆盖品牌商、制造商、经销商，生成含市场格局、定价策略、渠道分析和进入建议的完整调研报告。
- Works in 5 steps: 公司背景：员工人数、年营业额、发展历史和重要里程碑、主要股东和子公司 → 核心产品线：该产品领域的主要产品系列、产品特点和技术优势、最新产品发布 → 定价策略：价格区间（高端/中端/经济型）、与竞争对手价格对比、促销策略 → …
- SKILL.md covers Tool Restriction (Critical), Token Isolation (Critical), 调研流程（5步法） and Query Variation, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Foreign Trade Research is an agent skill from liangdabiao/exa-research-mcp-skill. 深度外贸市场调研技能。对目标国家+产品领域进行全面竞争对手分析，覆盖品牌商、制造商、经销商，生成含市场格局、定价策略、渠道分析和进入建议的完整调研报告。
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: 基于 Claude Code 和 Exa 搜索引擎的 AI 驱动企业与市场研究工具。核心特性 - 智能公司研究: 自动收集公司信息、新闻、社交媒体动态、财务数据和 LinkedIn 资料 - 竞争对手分析: 快速构建竞争对手列表，分析市场定位 - 市场研究: 跟踪行业趋势、并购活动、技术发展 - 上下文隔离: 所有搜索在独立代理中运行，保持主对话整洁 -….
Example prompts
- “/foreign-trade-research”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 公司背景：员工人数、年营业额、发展历史和重要里程碑、主要股东和子公司
- 核心产品线：该产品领域的主要产品系列、产品特点和技术优势、最新产品发布
- 定价策略：价格区间（高端/中端/经济型）、与竞争对手价格对比、促销策略
- 主要客户群体：目标客户类型、主要销售渠道、重点服务的行业和地区
- 竞争优劣势：核心竞争力、存在的弱点和市场空白
What it can do on your machine
Read from SKILL.md and the folder at commit 6a345be. 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
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
Foreign Trade Research loads about 1k tokens when it runs. Until then it costs about 25 tokens; SKILL.md has 320 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 320 words (~1,039 tokens).
“ONLY use web_search_advanced_exa from Exa. Do NOT use web_search_exa or any other Exa tools.”
- name
- foreign-trade-research
- triggers
- 外贸市场调研, 外贸调研, 市场调研, 海外市场分析, 竞争对手分析, 目标国市场调研, 外贸市场分析, trade market research, market entry research, competitor landscape, foreign trade analysis
- requires_mcp
- exa
- context
- fork
Files
Just SKILL.md in .agents/skills/foreign-trade-research of liangdabiao/exa-research-mcp-skill.
Open the folder on GitHubat commit 6a345be
Compare with similar skills
Foreign Trade Research 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 |
|---|---|---|---|---|---|---|
| Foreign Trade Research this skillliangdabiao/exa-research-mcp-skill | 110 | — | ~1k | Automated safety check: Pass | None | |
| Agent Trading Predictorruvnet/ruflo | 74k | 2 repos | ~2.5k | Automated safety check: Pass | MIT | |
| LLM Trading Agent Securityaffaan-m/ECC | 277k | 2 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Trade Journal AnalysisHKUDS/Vibe-Trading | 35k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Trading Ledgersickn33/agentic-awesome-skills | 47k | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Pair Trading SignalsHKUDS/Vibe-Trading | 35k | — | ~651 | Automated safety check: Pass | MIT |
Similar skills
LLM Trading Agent Security
affaan-m/ECC
Security patterns for autonomous trading agents with wallet or transaction authority.
Trade Journal Analysis
HKUDS/Vibe-Trading
Reads a broker export of your trades (CSV or Excel), builds a trading profile and runs four behavior checks: disposition effect, overtrading, chasing and anchoring.
Trading Ledger
sickn33/agentic-awesome-skills
A trading journal that captures the decision, not just the fill: thesis, plan, and emotion at the moment of entry, written to the user's own Notion database; reviews grade decisions, not P&L.
Pair Trading Signals
HKUDS/Vibe-Trading
Trades mean reversion between two correlated instruments using the Z-score of their price ratio, going long one leg and short the other when the ratio stretches.
Vibe-Trading Finance Toolkit
HKUDS/Vibe-Trading
Finance research toolkit with backtesting, factor analysis, a library of prebuilt alphas, options pricing and a Shadow Account loop that tests rules extracted from your trade journal.
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Deep foreign-trade and overseas market-entry research for a target country plus product/category.
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Questions about Foreign Trade Research
What does Foreign Trade Research do?
深度外贸市场调研技能。对目标国家+产品领域进行全面竞争对手分析，覆盖品牌商、制造商、经销商，生成含市场格局、定价策略、渠道分析和进入建议的完整调研报告。. Foreign Trade Research is an agent skill from liangdabiao/exa-research-mcp-skill.
How do I install Foreign Trade Research in Claude Code?
Run `npx skills add liangdabiao/exa-research-mcp-skill --skill foreign-trade-research -a claude-code`. Or copy the skill folder (.agents/skills/foreign-trade-research in liangdabiao/exa-research-mcp-skill) into .claude/skills/foreign-trade-research in your project. Claude Code loads it when a task matches its description.
How do I install Foreign Trade Research in Codex?
Run `npx skills add liangdabiao/exa-research-mcp-skill --skill foreign-trade-research -a codex`. Or copy the skill folder (.agents/skills/foreign-trade-research in liangdabiao/exa-research-mcp-skill) into .agents/skills/foreign-trade-research in your project. Codex loads it when a task matches its description.
Can I use Foreign Trade Research 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 liangdabiao/exa-research-mcp-skill --skill foreign-trade-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/foreign-trade-research, .gemini/skills/foreign-trade-research, .github/skills/foreign-trade-research and .opencode/skills/foreign-trade-research in your project.
What does Foreign Trade Research need to run?
SKILL.md names no scripts, command-line tools or credentials: Foreign Trade Research is instructions for the agent only.
Does Foreign Trade Research 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 Foreign Trade Research 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 Foreign Trade Research use?
No licence was found for Foreign Trade Research or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Foreign Trade Research use?
About 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 Foreign Trade Research?
Skills that share tags, products or a category with Foreign Trade Research: Agent Trading Predictor (ruvnet/ruflo, 74k stars), LLM Trading Agent Security (affaan-m/ECC, 277k stars), Trade Journal Analysis (HKUDS/Vibe-Trading, 35k stars) and Trading Ledger (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Foreign Trade Research?
liangdabiao (a GitHub user) maintains it in liangdabiao/exa-research-mcp-skill, which has 110 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on August 8, 2026.
Source: liangdabiao/exa-research-mcp-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.