Technical Analyst
tradermonty/claude-trading-skills
This skill should be used when analyzing weekly price charts for stocks, stock indices, cryptocurrencies, or forex pairs.
QuantDB 数据 SDK — API Key 配置、数据集目录、字段查询。在 QuantBot / Claude Code 中查询 QuantDB 数据、配置 API Key、预览/同步数据集、远程查询 K 线/财务/因子时使用。触发词:quantdb、QuantDB、数据key、API key、数据集、数据字段、远程数据、同步数据集、查询K线、查看字段
$ npx skills add qusong0627/QuantMind --skill quantdb-sdk -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install qusong0627/QuantMind quantdb-sdk --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/qusong0627/QuantMind.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/quantdb-sdk .claude/skills/quantdb-sdk && 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 "quantdb-sdk" agent skill from https://github.com/qusong0627/QuantMind/tree/master/skills/quantdb-sdk into .claude/skills/quantdb-sdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quantdb-sdk", 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/qusong0627/QuantMind/tree/master/skills/quantdb-sdkType 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 qusong0627/QuantMind --skill quantdb-sdk -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install qusong0627/QuantMind quantdb-sdk --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qusong0627/QuantMind.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/quantdb-sdk .agents/skills/quantdb-sdk && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "quantdb-sdk" agent skill from https://github.com/qusong0627/QuantMind/tree/master/skills/quantdb-sdk into .agents/skills/quantdb-sdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quantdb-sdk", 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 qusong0627/QuantMind --skill quantdb-sdk -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install qusong0627/QuantMind quantdb-sdk --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qusong0627/QuantMind.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/quantdb-sdk .cursor/skills/quantdb-sdk && 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 "quantdb-sdk" agent skill from https://github.com/qusong0627/QuantMind/tree/master/skills/quantdb-sdk into .cursor/skills/quantdb-sdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quantdb-sdk", 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/qusong0627/QuantMind.git --path skills/quantdb-sdk--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 qusong0627/QuantMind --skill quantdb-sdk -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install qusong0627/QuantMind quantdb-sdk --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qusong0627/QuantMind.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/quantdb-sdk .gemini/skills/quantdb-sdk && 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 "quantdb-sdk" agent skill from https://github.com/qusong0627/QuantMind/tree/master/skills/quantdb-sdk into .gemini/skills/quantdb-sdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quantdb-sdk", 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 qusong0627/QuantMind quantdb-sdkInstalls 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 qusong0627/QuantMind --skill quantdb-sdk -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/qusong0627/QuantMind.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/quantdb-sdk .github/skills/quantdb-sdk && 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 "quantdb-sdk" agent skill from https://github.com/qusong0627/QuantMind/tree/master/skills/quantdb-sdk into .github/skills/quantdb-sdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quantdb-sdk", 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 qusong0627/QuantMind --skill quantdb-sdk -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install qusong0627/QuantMind quantdb-sdk --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qusong0627/QuantMind.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/quantdb-sdk .opencode/skills/quantdb-sdk && 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 "quantdb-sdk" agent skill from https://github.com/qusong0627/QuantMind/tree/master/skills/quantdb-sdk into .opencode/skills/quantdb-sdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quantdb-sdk", 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.
quantdb-sdkQuantDB 数据 SDK — API Key 配置、数据集目录、字段查询。在 QuantBot / Claude Code 中查询 QuantDB 数据、配置 API Key、预览/同步数据集、远程查询 K 线/财务/因子时使用。触发词:quantdb、QuantDB、数据key、API key、数据集、数据字段、远程数据、同步数据集、查询K线、查看字段
Quantdb SDK is an agent skill from qusong0627/QuantMind. QuantDB 数据 SDK — API Key 配置、数据集目录、字段查询。在 QuantBot / Claude Code 中查询 QuantDB 数据、配置 API Key、预览/同步数据集、远程查询 K 线/财务/因子时使用。触发词:quantdb、QuantDB、数据key、API key、数据集、数据字段、远程数据、同步数据集、查询K线、查看字段
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Business, Finance & HR. The repository describes itself as: QuantMind(量化大脑)开源版是一款面向个人开发者与投研团队的 AI 原生多市场量化交易平台。深度集成微软 Qlib、RD-Agent 因子演化与 QuantBot全能工作台,提供从 300+ 维因子挖掘、13 种机器学习与深度学习模型工场、Qlib 高性能回测、截面批量推理、7x24… The licence is AGPL-3.0.
8 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 2e93d9a. 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:
curlpython3From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use curl, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
QUANTDB_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Quantdb SDK loads about 2.6k tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 432 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 qusong0627/QuantMind at commit 2e93d9a, republished under its AGPL-3.0 licence (© qusong0627). 432 words, ~2,560 tokens.
.claude/skills/quantdb-sdk/SKILL.md (or your agent's skills folder).⚙️ 本技能遵循公共运行环境契约(最高优先级,先于本文其余内容执行): 详见 _shared/env-contract.md,执行前先读它。
QuantDB 是付费 CDN 数据源,通过 API Key 认证。提供 A 股完整数据:K 线、财务、估值、技术指标、L1/L2 因子(共 315 维 AI 因子)。
BASE=http://127.0.0.1:8000
TOKEN=$(curl -s -X POST $BASE/api/v1/auth/login -H "Content-Type: application/json" \
-d '{"username":"admin","password":"admin123","tenant_id":"default"}' \
| python3 -c "import sys,json; print(json.load(sys.stdin).get('access_token',''))")
AUTH="Authorization: Bearer $TOKEN"
# 查看 Key 是否已配置 + 数据目录 + runtime.env 路径
curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/config"
# 返回: {api_key_configured, api_key_masked, data_dir, runtime_env_file}curl -s -X POST -H "$AUTH" -H "Content-Type: application/json" \
"$BASE/api/v1/admin/data-platform/quantdb/config" \
-d '{"api_key":"qdb_your_key_here"}'
# 写入 config/runtime.env 并立即生效,当场用 get_me() 验证 Key 可用性
# 返回: {api_key_masked, verified, error}curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/info"
# 返回: {quantdb: {installed, api_key_configured, ...}}Key 存储:写入 config/runtime.env(QUANTDB_API_KEY=...),环境变量 QUANTDB_API_KEY 优先。
QuantDB 按 6 大类 28 个数据集组织,本地已全部落盘(2016-01 至 2026-08):
| 数据集 | 内容 | 日期范围 |
|---|---|---|
daily_forward | 日线前复权(训练/回测主用) | 2016~2026 |
daily_backward | 日线后复权 | 2016~2026 |
daily_unadjusted | 日线不复权(注意 amount/volume 单位 20260721 切换) | 2016~2026 |
index_daily | 指数日线 | 2016~2026 |
min5_kline / min1_kline | 5分钟/1分钟线 | 按需同步 |
tick_data | Tick 逐笔(流量消耗极高) | 按需 |
| 数据集 | 内容 |
|---|---|
instrument_detail | 个股详情(152 列基本面快照) |
sector_concept | 板块概念 |
index_weights | 指数权重(沪深300/中证500/1000 等) |
trading_calendar | 交易日历 |
margin_trading | 融资融券 |
balance(资产负债表)/ income(利润表)/ cashflow(现金流量表)/ capital(股本结构)/ pershare_index(每股指标)/ dividend_factors(分红因子)/ holder_num(股东户数)
etf_pcf(ETF申赎清单)/ convertible_bond(可转债)
| 数据集 | 内容 |
|---|---|
valuation | 估值(PE/PB/市值) |
technical_indicators | 技术指标(均线/RSI/KDJ/MACD/波动率) |
market_sentiment | 市场情绪 |
| 数据集 | 内容 |
|---|---|
features_daily | 日频特征(技术指标+估值+交易属性合并,78 列,2026-09 起) |
l1_factors | L1 因子(98 因子):动量/波动/流动性/技术/基本面/风格/行业/筹码/概念 |
l2_factors | L2 因子(216 高频微观因子):VPIN/资金流/价差/深度/订单/竞价/跳跃/冲击 |
l1_l2_factors | L1+L2 合并 |
curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/catalog"
# 返回: {groups: [{dataset_count, synced_count, files, size_mb}], datasets: [...], data_dir}curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/remote-meta"
# 返回 28 行: {source, dataset, dimension, min_date, max_date, row_count, file_count, file_size}# 预览数据集样本(本地 parquet 优先)
curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/preview?dataset=daily_forward&limit=20"
curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/preview?dataset=valuation&limit=20"
curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/preview?dataset=l1_factors&limit=20"
# 标的层数据集可指定 symbol
curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/preview?dataset=income&symbol=600519.SH&limit=20"
# 强制远端 SDK 预览
curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/preview?dataset=valuation&remote=true&limit=20"
# 返回: {columns: [{name, dtype}], data: [...]}用 preview 看字段:返回的 columns 就是该数据集全部字段名——这是"能获取到哪些字段"的直接答案。
# 远程 K 线
curl -s -X POST -H "$AUTH" -H "Content-Type: application/json" \
"$BASE/api/v1/admin/data-platform/quantdb/query-kline" \
-d '{"symbol":"600519.SH","adj_type":"qfq","start_date":"2026-01-01","end_date":"2026-08-07"}'
# adj_type: qfq(前复权)/hfq(后复权)/none(不复权)
# 股票列表
curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/stock-list?keyword=茅台&limit=20"
# 交易日历
curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/calendar?start_date=2026-08-01&end_date=2026-08-31"
# Tick 逐笔
curl -s -X POST -H "$AUTH" -H "Content-Type: application/json" \
"$BASE/api/v1/admin/data-platform/quantdb/query-tick" \
-d '{"symbol":"600519.SH","trade_date":"2026-08-07","fields":"last_price,open,high,low,volume,amount","limit":500}'# 按数据集同步(异步任务)
curl -s -X POST -H "$AUTH" -H "Content-Type: application/json" \
"$BASE/api/v1/admin/data-platform/quantdb/sync-datasets" \
-d '{"datasets":["l1_factors","l2_factors"],"with_pg":true,"with_qlib":true}'
# with_pg: 同步后填充 PG stock_daily_latest
# with_qlib: 同步后重建 Qlib 缓存
# 同步任务状态
curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/sync-jobs"
curl -s -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/sync-jobs/{job_id}"
# 取消任务
curl -s -X POST -H "$AUTH" "$BASE/api/v1/admin/data-platform/quantdb/sync-jobs/{job_id}/cancel"QuantDB SDK(付费 CDN)
↓ sync_dataset() / 增量拉取
本地 parquet(data/quantdb/,V2 分区 dt=YYYYMMDD/data.parquet)
↓ DuckDB 视图(quantdb_hub)+ fill_pg_from_parquet
PostgreSQL stock_daily_latest(快照表)
↓ qlib_data_builder.py
Qlib 二进制缓存(data/quantdb/.qlib_cache/cn_data)
↓ generate_feature_snapshots.py
特征快照(db/feature_snapshots/model_features_{year}.parquet)Redis DB 分配:0=general、1=auth、2=trade、3=market、4=backtest、5=cache
PG 表:stock_daily_latest(A股快照,含行情/基本面/技术/资金流)、feature_snapshots(152维深度特征)
symbol, time, close, total_capital, circulating_capital, total_mv, float_mv, net_profit_ttm, revenue_ttm, equity, annual_net_profit, pe_ttm, pe_static, pb, ps_ttm, dividend_rate
close, ma5, ma10, ma20, ma60, ma_gap_5/10/20, rsi_6, rsi_14, kdj_k/d/j, macd_dif/dea/hist, vol_std_5/20/60, vol_atr_14, vol_to_ma5/20, volume_ma_3, amount_ma_5, volume_trend_3d, future_return_1d/3d/5d/10d/20d/60d, pct_change, beta_20
price_range, upper_shadow, lower_shadow, body_ratio, amount_per_trade, liquidity_score, intraday_vol, gap_up_down, buy_pressure, sell_pressure, momentum_1d/3d, am_pm_trend, volume_concentration
= technical_indicators + valuation 的 46 个数值列(close/ma*/rsi*/kdj*/macd*/vol_*/future_return_*/pct_change/beta_20/total_capital/circulating_capital/total_mv/float_mv/net_profit_ttm/revenue_ttm/equity/annual_net_profit/pe_ttm/pe_static/pb/ps_ttm/dividend_rate)↑ 新增 30 列(全部以字符串存储,用前需转数值):
in_hs300, is_hsgt, is_margin, is_kcb_creatable, is_st, is_quit_risk, is_hkindustry_code/industry_name(128 细分行业)、sector_code、region_area_code/region_area_name(32 地区板块)、main_business(自由文本)、list_date(YYYYMMDD 字符串)total_cap_yi / float_mv_yi(亿元,= total_mv/float_mv÷1e8)、free_float_shares(万股,自由流通股本)ipo_price、zt_price(涨停价,元)、dt_price(跌停价,元)——基于不复权价hs_turnover(换手率 %)、seal_strength(封板强度)、zaf(当日涨跌幅 %,≈pct_change)、ever_zt_count、year_zt_daysbeta_now、dyna_pe(动态PE,含负哨兵)、static_pe_ttm、div_yield(股息率 %)、pb_mrq(市净率 MRQ)单位陷阱详见 [[quantdb-fields]]:
div_yield是 %(5.14=5.14%),与本表dividend_rate(小数,÷100)差 100 倍;total_cap_yi/float_mv_yi是亿元,与本表total_mv/float_mv(元)差 1e8。
动量(22): mom_ret_1d~120d, mom_ma_gap_5/10/20, mom_ema_gap_12/26, mom_macd_*, mom_rsi_*, mom_kdj_*
波动(11): vol_std_5/10/20, vol_true_range, vol_atr_20/14, vol_parkinson_10/20, vol_gk_20
流动性(12): liq_volume/amount, liq_volume_ma_5/20, liq_volume_ratio_5/20, liq_amount_ma_5/20, liq_obv_20, liq_mfi_14
基本面(12): fun_turnover_1/5/20, fun_mv/total_mv, fun_pe/pb/bp/ep, fun_mv_rank, fun_value_zscore, fun_roe, fun_peg
风格(9): style_beta_20/60/120, style_idio_vol_20/60, style_residual_ret_20, style_size_20, style_value_20
行业(14): ind_ret_5/10/20, ind_rotation_speed_20, ind_strength_20/60, ind_dispersion_20, ind_breadth_up_20, ind_volume_ratio_20, ind_crowding_20, ind_netflow_rank_20, ind_relative_pe, ind_concentration, ind_relative_momentum_20
筹码(9): chip_profit_ratio_20/60/120, chip_concentration_20, chip_peak_distance, chip_floating_ratio, chip_cost_90_width, chip_profit_delta_5
概念(11): concept_hot_score, concept_momentum_top3, concept_exposure_top1, concept_rotation_score, concept_crowding_max, concept_diversity, concept_flow_rank, concept_leader_score, concept_cross_sector, concept_volume_ratio
VPIN/价差/深度/订单/资金流/已实现波动/竞价/跳跃/冲击等,如 micro_vpin_8/20/50, micro_pin, micro_order_flow_toxicity, micro_realized_spread, micro_kyle_lambda, micro_amihud_illiquidity, micro_depth_imbalance_1, flow_money_flow_index, vol_realized_rv/rrv/rskew, micro_jump_count_1pct, micro_trade_buy/sell_pressure
⚠️ 用数据前必查单位。各数据集单位不一(个股 volume=股、指数 volume=手、amount=万元、dividend_rate 是 % 百分数值不是小数),搞错差 1e4~1e6 倍。全部实测验证的单位表见 [[quantdb-fields]] 技能:
- 个股 kline:volume=股、amount=万元;指数 index_daily:volume=手、amount=万元
- technical_indicators close=后复权;valuation close=不复权
- vol_std:technical_indicators 是 %,l1 是小数(差 100 倍)
- dividend_rate=0.148 表示 0.148%,不是 14.8%
- PG
stock_daily_latest:symbol 是前缀 SH601138,amount 也是万元
catalog + remote-meta 看覆盖,preview 看字段query-kline 远程拉sync-datasets 同步 l1/l2_factors,喂给 [[rd-agent-factor-mining]]| 现象 | 原因 | 处理 |
|---|---|---|
| API Key 未配置 | 缺 QUANTDB_API_KEY | /config POST 保存 |
| verified=false | Key 无效/过期 | 重新获取 Key |
| preview 空 | 本地未同步该数据集 | 用 remote=true 或先 sync |
| 流量消耗高 | 频繁远程查询 | 优先本地 parquet,preview 默认零流量 |
| min1/tick 无数据 | 未同步 | 按需 sync-datasets |
© qusong0627, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/quantdb-sdk of qusong0627/QuantMind.
Open the folder on GitHubat commit 2e93d9a
Quantdb SDK 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 |
|---|---|---|---|---|---|---|
| Quantdb SDK this skillqusong0627/QuantMind | 1.7k | — | ~2.6k | Automated safety check: Pass | AGPL-3.0 | |
| Technical Analysttradermonty/claude-trading-skills | 3k | 5 repos | ~4.6k | Automated safety check: Pass | MIT | |
| Creating Financial ModelsChen-zexi/open-ptc-agent | 729 | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Stock APIzhangxiangliang/stock-api | 2k | — | ~507 | Automated safety check: Pass | MIT | |
| Theme Detectortradermonty/claude-trading-skills | 3k | 2 repos | ~4.9k | Automated safety check: Pass | MIT | |
| Itr Walakaranb192/itr-wala | 871 | — | ~3.6k | 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.
Chen-zexi/open-ptc-agent
This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions
zhangxiangliang/stock-api
Fetch real-time stock quotes, K-line (candlestick) history, and search symbols for China A-shares, Hong Kong, and US markets.
tradermonty/claude-trading-skills
Detect and analyze trending market themes across sectors. An agent skill from tradermonty/claude-trading-skills.
karanb192/itr-wala
File Indian income tax returns (ITR) for FY 2025-26 / AY 2026-27.
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。
qusong0627/QuantMind
Produces a post-market review report for the China A-share market from local QuantDB data, news sentiment and model signals, ending in a next-day direction call.
qusong0627/QuantMind
Queries Futu quotes, options, fundamentals and accounts and places orders through the Futu OpenAPI Python SDK, defaulting to simulated trading.
qusong0627/QuantMind
Turns a plain-language model training request into a validated QuantMind training config file that can be imported from the Model Training page.
qusong0627/QuantMind
Covers the Tiger Brokers OpenAPI Python SDK for market data, stock, futures and options trading, push subscriptions, a CLI and an MCP server, defaulting to paper trading.
qusong0627/QuantMind
Guides an agent through the Tiger Brokers OpenAPI C++ SDK for build setup, market data, orders and real-time push, defaulting to paper trading.
qusong0627/QuantMind
Guides building C# and .NET apps on the Tiger Brokers OpenAPI SDK: setup, market data, orders, accounts, options and real-time push, defaulting to paper trading.
Categories
QuantDB 数据 SDK — API Key 配置、数据集目录、字段查询。在 QuantBot / Claude Code 中查询 QuantDB 数据、配置 API Key、预览/同步数据集、远程查询 K 线/财务/因子时使用。触发词:quantdb、QuantDB、数据key、API key、数据集、数据字段、远程数据、同步数据集、查询K线、查看字段. Quantdb SDK is an agent skill from qusong0627/QuantMind.
Quantdb SDK fits situations like: business, Finance & HR work in your project.
Run `npx skills add qusong0627/QuantMind --skill quantdb-sdk -a claude-code`. Or copy the skill folder (skills/quantdb-sdk in qusong0627/QuantMind) into .claude/skills/quantdb-sdk in your project. Claude Code loads it when a task matches its description.
Run `npx skills add qusong0627/QuantMind --skill quantdb-sdk -a codex`. Or copy the skill folder (skills/quantdb-sdk in qusong0627/QuantMind) into .agents/skills/quantdb-sdk 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 qusong0627/QuantMind --skill quantdb-sdk -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/quantdb-sdk, .gemini/skills/quantdb-sdk, .github/skills/quantdb-sdk and .opencode/skills/quantdb-sdk in your project.
Going by SKILL.md and its folder, Quantdb SDK needs the command-line tools its instructions call (curl and python3) and credentials named QUANTDB_API_KEY. Our summary lists: Python 3; A credential in QUANTDB_API_KEY.
SKILL.md contains no URLs. Its commands use curl, which can reach the network depending on how they are called. 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.
Quantdb SDK is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.6k tokens (SKILL.md is roughly 10k 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 Quantdb SDK: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars), Stock API (zhangxiangliang/stock-api, 2k stars) and Theme Detector (tradermonty/claude-trading-skills, 3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
qusong0627 (a GitHub user) maintains it in qusong0627/QuantMind, which has 1,717 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on October 8, 2026.
Source: qusong0627/QuantMind on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.