Sandbox Bench
vercel/next.js
Benchmark React or Next.js changes on Vercel Sandbox VMs with paired A/B statistics: react PR/commit vs base, or Next.js PR/commit vs base, measured end-to-end through the bench/render-pipeline app…
A股涨跌停板分析/连板追踪/涨停板统计。当用户说"涨停"、"跌停"、"涨停板"、"连板"、"打板"、"炸板"、"涨停分析"、"今天多少家涨停"、"连板股"、"首板"、"二板"、"三板"、"涨停原因"、"XX涨停了"、"涨停板分析"时触发。MUST USE when user asks about limit-up/limit-down board analysis, consecutive…
$ npx skills add aifinlab/FinClaw --skill a-share-board-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aifinlab/FinClaw a-share-board-analysis --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/aifinlab/FinClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/a-share-board-analysis .claude/skills/a-share-board-analysis && 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 "a-share-board-analysis" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-board-analysis into .claude/skills/a-share-board-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-board-analysis", 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/aifinlab/FinClaw/tree/main/skills/a-share-board-analysisType 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 aifinlab/FinClaw --skill a-share-board-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aifinlab/FinClaw a-share-board-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/a-share-board-analysis .agents/skills/a-share-board-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "a-share-board-analysis" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-board-analysis into .agents/skills/a-share-board-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-board-analysis", 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 aifinlab/FinClaw --skill a-share-board-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aifinlab/FinClaw a-share-board-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/a-share-board-analysis .cursor/skills/a-share-board-analysis && 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 "a-share-board-analysis" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-board-analysis into .cursor/skills/a-share-board-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-board-analysis", 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/aifinlab/FinClaw.git --path skills/a-share-board-analysis--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 aifinlab/FinClaw --skill a-share-board-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aifinlab/FinClaw a-share-board-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/a-share-board-analysis .gemini/skills/a-share-board-analysis && 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 "a-share-board-analysis" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-board-analysis into .gemini/skills/a-share-board-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-board-analysis", 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 aifinlab/FinClaw a-share-board-analysisInstalls 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 aifinlab/FinClaw --skill a-share-board-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/a-share-board-analysis .github/skills/a-share-board-analysis && 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 "a-share-board-analysis" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-board-analysis into .github/skills/a-share-board-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-board-analysis", 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 aifinlab/FinClaw --skill a-share-board-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aifinlab/FinClaw a-share-board-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/a-share-board-analysis .opencode/skills/a-share-board-analysis && 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 "a-share-board-analysis" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-board-analysis into .opencode/skills/a-share-board-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-board-analysis", 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.
a-share-board-analysisA股涨跌停板分析/连板追踪/涨停板统计。当用户说"涨停"、"跌停"、"涨停板"、"连板"、"打板"、"炸板"、"涨停分析"、"今天多少家涨停"、"连板股"、"首板"、"二板"、"三板"、"涨停原因"、"XX涨停了"、"涨停板分析"时触发。MUST USE when user asks about limit-up/limit-down board analysis, consecutive…
A Share Board Analysis is an agent skill from aifinlab/FinClaw. A股涨跌停板分析/连板追踪/涨停板统计。当用户说"涨停"、"跌停"、"涨停板"、"连板"、"打板"、"炸板"、"涨停分析"、"今天多少家涨停"、"连板股"、"首板"、"二板"、"三板"、"涨停原因"、"XX涨停了"、"涨停板分析"时触发。MUST USE when user asks about limit-up/limit-down board analysis, consecutive board tracking, or daily limit statistics for A-shares. 分析当日涨跌停数量、连板梯队、涨停原因归类、炸板率,追踪连板龙头股走势。支持研报风格(formal)和快速解读风格(brief)。
Its SKILL.md is about 670 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/board-analysis-guide.md`).
It sits in Data & Analytics, covering Statistics. The licence is Apache-2.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 9e62862. 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.
Shell commands in SKILL.md call:
pythonFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From 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.
A Share Board Analysis loads about 665 tokens when it runs, and up to ~2.2k if it reads all its reference files. Until then it costs about 85 tokens; SKILL.md has 94 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); files beside SKILL.md are not scanned.
The full file from aifinlab/FinClaw at commit 9e62862, republished under its Apache-2.0 licence (© aifinlab). 94 words, ~665 tokens.
.claude/skills/a-share-board-analysis/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.SCRIPTS="$SKILLS_ROOT/cn-stock-data/scripts"
# 涨停池(当日涨停股票列表,含连板天数、涨停原因等)
python -c "import akshare as ak; df=ak.stock_zt_pool_em(date='YYYYMMDD'); print(df.to_json(orient='records', force_ascii=False))"
# 跌停池(当日跌停股票列表)
python -c "import akshare as ak; df=ak.stock_zt_pool_dtgc_em(date='YYYYMMDD'); print(df.to_json(orient='records', force_ascii=False))"
# 炸板池(当日曾触及涨停但未封住的股票)
python -c "import akshare as ak; df=ak.stock_zt_pool_zbgc_em(date='YYYYMMDD'); print(df.to_json(orient='records', force_ascii=False))"
# 强势股池(当日涨幅较大的非涨停股)
python -c "import akshare as ak; df=ak.stock_zt_pool_strong_em(date='YYYYMMDD'); print(df.to_json(orient='records', force_ascii=False))"
# 个股行情(通过 cn-stock-data)
python "$SCRIPTS/cn_stock_data.py" quote --code [CODE]
# K线(看连板股历史走势)
python "$SCRIPTS/cn_stock_data.py" kline --code [CODE] --freq daily --start [日期]补充:通过 web 搜索确认涨停原因/题材概念。
根据用户意图分类:
获取涨停池 + 跌停池 + 炸板池数据。如分析个股,额外获取该股 K 线和行情报价。日期参数用 YYYYMMDD 格式,默认为最近交易日。
注意:非交易日或盘中时段数据可能不完整,需注明数据状态。
详见 references/board-analysis-guide.md 中的涨跌停制度和连板术语。
根据风格生成报告:
| 维度 | formal | brief |
|---|---|---|
| 输出格式 | 完整涨跌停复盘报告 | 快速要点 |
| 连板梯队 | 逐层详列+个股点评 | 仅列最高板和关键股 |
| 板块归类 | 分行业/概念详细归类 | 仅标注最强主线 |
| 炸板分析 | 炸板股逐只分析 | 仅炸板率数字 |
| 结论 | 客观陈述市场情绪 | 可加简要判断 |
默认风格:brief。用户要求"详细分析"/"出报告"/"复盘"时用 formal。
# 调用 skill
result = run_skill({
"param1": "value1",
"param2": "value2"
})python scripts/run_skill.py --input data.json© aifinlab, Apache-2.0. 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 (references) in skills/a-share-board-analysis of aifinlab/FinClaw.
Open the folder on GitHubat commit 9e62862
A Share Board Analysis 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 |
|---|---|---|---|---|---|---|
| A Share Board Analysis this skillaifinlab/FinClaw | 255 | — | ~665 | Automated safety check: Pass | Apache-2.0 | |
| Sandbox Benchvercel/next.js | 143k | — | ~4.1k | Automated safety check: Pass | MIT | |
| Statistical Analysisspacering-net/codeg | 3.9k | 3 repos | ~5k | Automated safety check: Pass | MIT | |
| StatsmodelszLanqing/codex-claude-academic-skills | 4.7k | 15 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | |
| AI Daily DigestvigorX777/ai-daily-digest | 1.6k | — | ~1.3k | Automated safety check: Pass | None | |
| Statistical Powerspacering-net/codeg | 3.9k | 1 repos | ~3.6k | Automated safety check: Notes | MIT |
vercel/next.js
Benchmark React or Next.js changes on Vercel Sandbox VMs with paired A/B statistics: react PR/commit vs base, or Next.js PR/commit vs base, measured end-to-end through the bench/render-pipeline app…
spacering-net/codeg
Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting.
zLanqing/codex-claude-academic-skills
Statistical models library for Python. An agent skill from zLanqing/codex-claude-academic-skills.
vigorX777/ai-daily-digest
Fetches RSS feeds from 90 top Hacker News blogs (curated by Karpathy), uses AI to score and filter articles, and generates a daily digest in Markdown with Chinese-translated titles, category…
spacering-net/codeg
Sample-size and statistical power calculations for planning studies.
higress-group/higress
Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage.
aifinlab/FinClaw
A skill your agent uses when the user asks for help with corporate credit due diligence, enterprise credit investigation, pre-loan review, borrower analysis, document collection, management…
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate-risk monitoring assistant for enterprise litigation/penalty/enforcement scanning (处罚/诉讼/被执行/失信等).
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释).
aifinlab/FinClaw
A skill your agent uses when you need a bank post-loan visit follow-up assistant to turn visit notes/materials into a structured memo (摘要/关键更新/风险观察/用途核验/行动项).
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate credit issue-list assistant (问题清单/补件清单/催办台账).
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate credit approval-opinion drafting assistant (审批意见/条款建议/有条件同意).
Categories
A股涨跌停板分析/连板追踪/涨停板统计。当用户说"涨停"、"跌停"、"涨停板"、"连板"、"打板"、"炸板"、"涨停分析"、"今天多少家涨停"、"连板股"、"首板"、"二板"、"三板"、"涨停原因"、"XX涨停了"、"涨停板分析"时触发。MUST USE when user asks about limit-up/limit-down board analysis, consecutive…. A Share Board Analysis is an agent skill from aifinlab/FinClaw. A股涨跌停板分析/连板追踪/涨停板统计。当用户说"涨停"、"跌停"、"涨停板"、"连板"、"打板"、"炸板"、"涨停分析"、"今天多少家涨停"、"连板股"、"首板"、"二板"、"三板"、"涨停原因"、"XX涨停了"、"涨停板分析"时触发。MUST USE when user asks about limit-up/limit-down board analysis, consecutive board tracking, or daily limit statistics for A-shares.
A Share Board Analysis fits situations like: user asks about limit-up/limit-down board analysis; consecutive board tracking; daily limit statistics for A-shares.
Run `npx skills add aifinlab/FinClaw --skill a-share-board-analysis -a claude-code`. Or copy the skill folder (skills/a-share-board-analysis in aifinlab/FinClaw) into .claude/skills/a-share-board-analysis in your project. Claude Code loads it when a task matches its description.
Run `npx skills add aifinlab/FinClaw --skill a-share-board-analysis -a codex`. Or copy the skill folder (skills/a-share-board-analysis in aifinlab/FinClaw) into .agents/skills/a-share-board-analysis 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 aifinlab/FinClaw --skill a-share-board-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/a-share-board-analysis, .gemini/skills/a-share-board-analysis, .github/skills/a-share-board-analysis and .opencode/skills/a-share-board-analysis in your project.
Going by SKILL.md and its folder, A Share Board Analysis needs the command-line tools its instructions call (python). Our summary lists: Python 3.
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.
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.
A Share Board Analysis is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 665 tokens (SKILL.md is roughly 2.7k 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 1.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with A Share Board Analysis: Sandbox Bench (vercel/next.js, 143k stars), Statistical Analysis (spacering-net/codeg, 3.9k stars), Statsmodels (zLanqing/codex-claude-academic-skills, 4.7k stars) and AI Daily Digest (vigorX777/ai-daily-digest, 1.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
aifinlab (a GitHub user) maintains it in aifinlab/FinClaw, which has 255 GitHub stars. The repository holds 74 skills in this directory. The repository was last updated on May 13, 2026.
Source: aifinlab/FinClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.