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。
Test conventions for the indicator library — base class and test interface per style, required test methods, MethodNameStateUnderTestExpectedBehavior naming, shared bar fixtures, FluentAssertions…
Install Testing Standards
$ npx skills add facioquo/stock-indicators-dotnet --skill testing-standards -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install facioquo/stock-indicators-dotnet testing-standards --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/facioquo/stock-indicators-dotnet.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/testing-standards .claude/skills/testing-standards && 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 "testing-standards" agent skill from https://github.com/facioquo/stock-indicators-dotnet/tree/main/.agents/skills/testing-standards into .claude/skills/testing-standards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "testing-standards", 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/facioquo/stock-indicators-dotnet/tree/main/.agents/skills/testing-standardsType 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 facioquo/stock-indicators-dotnet --skill testing-standards -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install facioquo/stock-indicators-dotnet testing-standards --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/facioquo/stock-indicators-dotnet.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/testing-standards .agents/skills/testing-standards && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "testing-standards" agent skill from https://github.com/facioquo/stock-indicators-dotnet/tree/main/.agents/skills/testing-standards into .agents/skills/testing-standards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "testing-standards", 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 facioquo/stock-indicators-dotnet --skill testing-standards -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install facioquo/stock-indicators-dotnet testing-standards --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/facioquo/stock-indicators-dotnet.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/testing-standards .cursor/skills/testing-standards && 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 "testing-standards" agent skill from https://github.com/facioquo/stock-indicators-dotnet/tree/main/.agents/skills/testing-standards into .cursor/skills/testing-standards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "testing-standards", 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/facioquo/stock-indicators-dotnet.git --path .agents/skills/testing-standards--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 facioquo/stock-indicators-dotnet --skill testing-standards -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install facioquo/stock-indicators-dotnet testing-standards --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/facioquo/stock-indicators-dotnet.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/testing-standards .gemini/skills/testing-standards && 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 "testing-standards" agent skill from https://github.com/facioquo/stock-indicators-dotnet/tree/main/.agents/skills/testing-standards into .gemini/skills/testing-standards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "testing-standards", 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 facioquo/stock-indicators-dotnet testing-standardsInstalls 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 facioquo/stock-indicators-dotnet --skill testing-standards -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/facioquo/stock-indicators-dotnet.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/testing-standards .github/skills/testing-standards && 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 "testing-standards" agent skill from https://github.com/facioquo/stock-indicators-dotnet/tree/main/.agents/skills/testing-standards into .github/skills/testing-standards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "testing-standards", 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 facioquo/stock-indicators-dotnet --skill testing-standards -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install facioquo/stock-indicators-dotnet testing-standards --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/facioquo/stock-indicators-dotnet.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/testing-standards .opencode/skills/testing-standards && 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 "testing-standards" agent skill from https://github.com/facioquo/stock-indicators-dotnet/tree/main/.agents/skills/testing-standards into .opencode/skills/testing-standards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "testing-standards", 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
testing-standards- GitHub stars
- 1.2k
- Token cost
- ~895 tokens
- SKILL.md length
- 321 words
- Files
- 2 (incl. references)
- Skills in repo
- 10
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Test conventions for the indicator library — base class and test interface per style, required test methods, MethodNameStateUnderTestExpectedBehavior naming, shared bar fixtures, FluentAssertions…
- Editing any file under tests/Library/
- SKILL.md covers Base class per test file, Naming, Fixtures and Assertions, plus 2 more sections
- Calls dotnet
- A test class fails to compile for a missing abstract
What it does
Testing Standards is an agent skill from facioquo/stock-indicators-dotnet. Test conventions for the indicator library — base class and test interface per style, required test methods, MethodNameStateUnderTestExpectedBehavior naming, shared bar fixtures, FluentAssertions and IsExactly parity, and Money precision constants. Use when creating or editing any file under tests/Library/, when a test class fails to compile for a missing abstract or interface method, or when choosing an assertion tolerance.
Its SKILL.md is about 900 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/patterns.md`).
It sits in Business, Finance & HR, covering Trading and backtesting. The repository describes itself as: Stock Indicators for .NET is a C NuGet package that transforms raw equity, commodity, forex, or cryptocurrency financial market price quotes into technical indicators and trading… The licence is Apache-2.0.
When your agent uses it
- Editing any file under tests/Library/
- A test class fails to compile for a missing abstract
- Interface method
- Choosing an assertion tolerance
Example prompts
- “/testing-standards”
What it can do on your machine
Read from SKILL.md and the folder at commit e439ae4. 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
Shell commands in SKILL.md call:
dotnet
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
Testing Standards loads about 895 tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 114 tokens; SKILL.md has 321 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 facioquo/stock-indicators-dotnet at commit e439ae4, republished under its Apache-2.0 licence (© facioquo). 321 words, ~895 tokens.
Download SKILL.mdSave it as
.claude/skills/testing-standards/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- testing-standards
- description
- Test conventions for the indicator library — base class and test interface per style, required test methods, `MethodName_StateUnderTest_ExpectedBehavior` naming, shared bar fixtures, FluentAssertions and `IsExactly` parity, and `Money*` precision constants. Use when creating or editing any file under `tests/Library/`, when a test class fails to compile for a missing abstract or interface method, or when choosing an assertion tolerance.
Testing standards
Tests use MSTest with FluentAssertions. Base classes and test interfaces live in tests/Library/TestBase/; assertion helpers live in tests/Library/TestTools/TestAssert.cs.
Load required test methods and precision constants before writing a new test class or picking a Money* tolerance.
Base class per test file
| Test file | Namespace | Base class | Test interfaces |
|---|---|---|---|
{Name}SeriesTests.cs | StaticSeries | StaticSeriesTestBase | none |
{Name}BufferListTests.cs | BufferLists | BufferListTestBase | ITestChainBufferList or ITestBarBufferList, plus ITestCustomBufferListCache for a custom cache |
{Name}HubTests.cs | StreamHubs | StreamHubTestBase | ITestChainObserver or ITestBarObserver, plus ITestChainProvider when the hub feeds other hubs |
{Name}RegressionTests.cs | Regression | RegressionTestBase<TResult> | none |
{Name}CatalogTests.cs | Catalogging | TestBase | none |
StaticSeriesTestBase and StreamHubTestBase derive from TestBaseWithPrecision, which supplies the Money* constants. BufferListTestBase and RegressionTestBase<TResult> derive from TestBase and do not.
Naming
Name every test method MethodName_StateUnderTest_ExpectedBehavior, for example Exceptions_InvalidLookback_ThrowsArgumentOutOfRangeException.
Fixtures
Use the static bar sets on TestBase instead of loading data: Bars (the 502-bar default set from Data.GetDefault()), BadBars, Nobars, Onebar, OtherBars, BigBars, LongishBars, ZeroesBars, and others. StreamHubTestBase.RevisedBars is Bars with index 495 removed, for late-arrival and removal tests.
Assertions
- Assert style parity with
actuals.IsExactly(expected), which compares every member in strict order. Never assert parity withShould().Be()or a bareBeEquivalentTo(). - Assert manually calculated spot values with
BeApproximately(expected, Money4)or the tightestMoney*constant the reference data supports. - Assert a bounded indicator's documented range with
sut.IsBetween(static x => x.WilliamsR, -100, 0), which skips null and NaN values. - Assert exceptions with
FluentActions.Invoking(() => ...).Should().ThrowExactly<ArgumentOutOfRangeException>().
Running
Unit runs use tests/tests.unit.runsettings, which excludes the Regression and Integration categories. Run regression tests with --settings tests/tests.regression.runsettings. The code-completion skill owns the full quality-gate commands and VS Code task names.
Do not do these
- Do not widen a
Money*tolerance to absorb floating-point drift between styles; parity isIsExactly, and a mismatch is a bug. - Do not edit a
*.standard.jsonregression baseline by hand; regenerate it withdotnet run --project tools/baselining -- --indicator {UIID}after an intended calculation change. - Do not skip a required abstract or interface method by omitting the interface; every new test class declares the interfaces for its style.
© facioquo, 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
Files
SKILL.md and 1 other file (references) in .agents/skills/testing-standards of facioquo/stock-indicators-dotnet.
- SKILL.md
- references/patterns.md
Open the folder on GitHubat commit e439ae4
Compare with similar skills
Testing Standards 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 |
|---|---|---|---|---|---|---|
| Testing Standards this skillfacioquo/stock-indicators-dotnet | 1.2k | — | ~895 | Automated safety check: Pass | Apache-2.0 | |
| Tushare Datazillionare/zillionare | 319 | 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 | 870 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Fintoolsecond-state/fintool | 316 | 1 repos | ~5.9k | Automated safety check: Pass | None | |
| Polyclawchainstacklabs/polyclaw | 360 | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Tradingview MCP
atilaahmettaner/tradingview-mcp
AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs, equity curves, licensed news sentiment (Marketaux), and…
Digital Oracle
komako-workshop/digital-oracle
Answer prediction questions using market trading data, not opinions.
Fintool
second-state/fintool
Financial trading CLIs — spot and perp trading on Hyperliquid, Binance, Coinbase, OKX.
Polyclaw
chainstacklabs/polyclaw
Trade on Polymarket via split + CLOB execution. An agent skill from chainstacklabs/polyclaw.
Openmobius Skill
MobiusQuant/OpenMobius-skill
Provides multi-school trading Q&A, chart/OHLCV analysis, annotation, and fresh-market workflows covering ICT/SMC, ChanLun, Wyckoff, Price Action, Order Flow, VSA, and Elliott Wave.
More from facioquo/stock-indicators-dotnet
All 10 skills in this repoMarkdown
facioquo/stock-indicators-dotnet
Format and lint Markdown in this repository against GitHub Flavored Markdown and its markdownlint-cli2 configuration — headers, lists, code fences, callouts (VitePress containers on docs-site pages…
Indicator Series
facioquo/stock-indicators-dotnet
Implement Series-style batch indicators (To{Name}() in {Name}.Series.cs), the canonical numerical reference every BufferList and StreamHub must match exactly.
Indicator Stream
facioquo/stock-indicators-dotnet
Implement StreamHub real-time indicators — base-class choice (ChainHub, BarProvider, StreamHub), constructor and ToIndicator conventions, RollbackState overrides, per-tick performance rules…
Performance Testing
facioquo/stock-indicators-dotnet
Benchmark indicators with BenchmarkDotNet in tools/performance — add Series, Buffer, Stream, and style-comparison benchmarks, spot-check one indicator against committed baselines, evaluate the full…
Documentation
facioquo/stock-indicators-dotnet
Author indicator reference pages on the VitePress documentation site — page section order, parameter and result tables, warmup and convergence wording, chaining and streaming examples, the…
Indicator Buffer
facioquo/stock-indicators-dotnet
Implement BufferList incremental indicators ({Name}List, a BufferList<TResult subclass) — increment interface choice, constructor and To{Name}List() conventions, rolling-buffer helpers, pruning and…
Related
Categories
Questions about Testing Standards
What does Testing Standards do?
Test conventions for the indicator library — base class and test interface per style, required test methods, MethodNameStateUnderTestExpectedBehavior naming, shared bar fixtures, FluentAssertions…. Testing Standards is an agent skill from facioquo/stock-indicators-dotnet. Test conventions for the indicator library — base class and test interface per style, required test methods, MethodNameStateUnderTestExpectedBehavior naming, shared bar fixtures, FluentAssertions and IsExactly parity, and Money precision constants.
When should I use Testing Standards?
Testing Standards fits situations like: editing any file under tests/Library/; A test class fails to compile for a missing abstract; interface method; choosing an assertion tolerance.
How do I install Testing Standards in Claude Code?
Run `npx skills add facioquo/stock-indicators-dotnet --skill testing-standards -a claude-code`. Or copy the skill folder (.agents/skills/testing-standards in facioquo/stock-indicators-dotnet) into .claude/skills/testing-standards in your project. Claude Code loads it when a task matches its description.
How do I install Testing Standards in Codex?
Run `npx skills add facioquo/stock-indicators-dotnet --skill testing-standards -a codex`. Or copy the skill folder (.agents/skills/testing-standards in facioquo/stock-indicators-dotnet) into .agents/skills/testing-standards in your project. Codex loads it when a task matches its description.
Can I use Testing Standards 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 facioquo/stock-indicators-dotnet --skill testing-standards -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/testing-standards, .gemini/skills/testing-standards, .github/skills/testing-standards and .opencode/skills/testing-standards in your project.
What does Testing Standards need to run?
Going by SKILL.md and its folder, Testing Standards needs the command-line tools its instructions call (dotnet).
Does Testing Standards 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 Testing Standards 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 Testing Standards use?
Testing Standards 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.
How many tokens does Testing Standards use?
About 895 tokens (SKILL.md is roughly 3.6k 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 868 tokens, read only when the agent opens those files.
What are the alternatives to Testing Standards?
Skills that share tags, products or a category with Testing Standards: Tushare Data (zillionare/zillionare, 319 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 870 stars) and Fintool (second-state/fintool, 316 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Testing Standards?
facioquo (a GitHub organization) maintains it in facioquo/stock-indicators-dotnet, which has 1,247 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on October 7, 2026.
Source: facioquo/stock-indicators-dotnet on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.