Data Analysis
HezaoHezao/poirot
Analyze Excel/CSV files with DuckDB SQL via bash. An agent skill from HezaoHezao/poirot.
Enforces unit test requirements for the Rust data-processing modules in src-tauri/src/sql/ (generator.rs, parse.rs) and src-tauri/src/reader/ (excel.rs and other readers).
$ npx skills add shencangsheng/easydb_app --skill rust-sql-test -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install shencangsheng/easydb_app rust-sql-test --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/shencangsheng/easydb_app.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.cursor/skills/rust-sql-test .claude/skills/rust-sql-test && 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 "rust-sql-test" agent skill from https://github.com/shencangsheng/easydb_app/tree/main/.cursor/skills/rust-sql-test into .claude/skills/rust-sql-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-sql-test", 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/shencangsheng/easydb_app/tree/main/.cursor/skills/rust-sql-testType 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 shencangsheng/easydb_app --skill rust-sql-test -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install shencangsheng/easydb_app rust-sql-test --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shencangsheng/easydb_app.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.cursor/skills/rust-sql-test .agents/skills/rust-sql-test && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "rust-sql-test" agent skill from https://github.com/shencangsheng/easydb_app/tree/main/.cursor/skills/rust-sql-test into .agents/skills/rust-sql-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-sql-test", 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 shencangsheng/easydb_app --skill rust-sql-test -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install shencangsheng/easydb_app rust-sql-test --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shencangsheng/easydb_app.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.cursor/skills/rust-sql-test .cursor/skills/rust-sql-test && 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 "rust-sql-test" agent skill from https://github.com/shencangsheng/easydb_app/tree/main/.cursor/skills/rust-sql-test into .cursor/skills/rust-sql-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-sql-test", 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/shencangsheng/easydb_app.git --path .cursor/skills/rust-sql-test--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 shencangsheng/easydb_app --skill rust-sql-test -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install shencangsheng/easydb_app rust-sql-test --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shencangsheng/easydb_app.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.cursor/skills/rust-sql-test .gemini/skills/rust-sql-test && 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 "rust-sql-test" agent skill from https://github.com/shencangsheng/easydb_app/tree/main/.cursor/skills/rust-sql-test into .gemini/skills/rust-sql-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-sql-test", 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 shencangsheng/easydb_app rust-sql-testInstalls 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 shencangsheng/easydb_app --skill rust-sql-test -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/shencangsheng/easydb_app.git skills-src && mkdir -p .github/skills && cp -r skills-src/.cursor/skills/rust-sql-test .github/skills/rust-sql-test && 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 "rust-sql-test" agent skill from https://github.com/shencangsheng/easydb_app/tree/main/.cursor/skills/rust-sql-test into .github/skills/rust-sql-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-sql-test", 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 shencangsheng/easydb_app --skill rust-sql-test -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install shencangsheng/easydb_app rust-sql-test --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shencangsheng/easydb_app.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.cursor/skills/rust-sql-test .opencode/skills/rust-sql-test && 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 "rust-sql-test" agent skill from https://github.com/shencangsheng/easydb_app/tree/main/.cursor/skills/rust-sql-test into .opencode/skills/rust-sql-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-sql-test", 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.
rust-sql-testEnforces unit test requirements for the Rust data-processing modules in src-tauri/src/sql/ (generator.rs, parse.rs) and src-tauri/src/reader/ (excel.rs and other readers).
Rust SQL Test is an agent skill from shencangsheng/easydb_app. Enforces unit test requirements for the Rust data-processing modules in src-tauri/src/sql/ (generator.rs, parse.rs) and src-tauri/src/reader/ (excel.rs and other readers). Use when writing, editing, or reviewing Rust code in these modules. Ensures stability tests (and performance tests for hot-path code) are added for any change, and that tests follow the shared <moduletest.rs convention.
Its SKILL.md is about 1.2k 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 Documents & Office, covering SQL, Unit testing and Excel spreadsheets. It works with Rust, SQL, Tauri and Microsoft Excel. The repository describes itself as: EasyDB is a lightweight desktop app built with Tauri + Rust, powered by Apache DataFusion. Query local CSV, TSV, Text, NdJson, Excel, Parquet files and MySQL databases directly…. The licence is MIT.
2 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 1c461a3. 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:
cargoFrom 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.
Rust SQL Test loads about 1.2k tokens when it runs. Until then it costs about 102 tokens; SKILL.md has 313 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 shencangsheng/easydb_app at commit 1c461a3, republished under its MIT licence (© shencangsheng). 313 words, ~1,178 tokens.
.claude/skills/rust-sql-test/SKILL.md (or your agent's skills folder).Any change to code under src-tauri/src/sql/ or src-tauri/src/reader/ MUST be accompanied by corresponding unit tests.
This applies to:
Tests live in separate <module>_test.rs files within the same module directory
(one test file per implementation file). Do NOT place #[cfg(test)] mod tests
blocks inline inside the implementation file.
src-tauri/src/sql/
├── generator.rs # implementation
├── generator_test.rs # tests for generator
├── parse.rs # implementation
├── parse_test.rs # tests for parse (if needed)
└── mod.rs # registers test modules with #[cfg(test)]
src-tauri/src/reader/
├── excel.rs # implementation
├── excel_test.rs # tests for excel
└── mod.rs # registers test modules with #[cfg(test)]Register each test module in mod.rs:
pub mod excel;
#[cfg(test)]
mod excel_test;Each test file imports the items under test from its sibling module:
use super::excel::{excel_cell_to_timestamp_nanos, infer_cell_data_type};Every public or pub(crate) function must have stability tests covering:
| Aspect | What to test |
|---|---|
| Correctness | Expected output for valid inputs |
| Edge cases | Empty strings, NULL, large values, negative numbers |
| Error handling | Invalid inputs return appropriate errors |
| Type safety | Each SqlType variant produces correct SQL output |
| Regression | Previously fixed bugs stay fixed |
Naming convention: test_<function>_<scenario>()
Examples:
test_format_bool_for_sql_known_values()test_resolve_export_specs_rejects_duplicate_export_names()test_format_cell_bool_to_int()test_converts_excel_datetime_cell()test_non_datetime_cells_return_none()Any code in the hot formatting loop or called per-row must have performance tests:
| Aspect | What to test |
|---|---|
| Time bound | Completes within a reasonable time for N iterations |
| Scaling | Does not degrade unexpectedly with more columns/rows |
| Comparison | Enum dispatch is not slower than string-based approach |
Naming convention: test_perf_<function>_<scenario>()
Examples:
test_perf_format_cell_for_sql_enum_dispatch()test_perf_resolve_export_specs_large_columns()test_perf_parse_sql_type_enum_approach()Performance test pattern:
#[test]
fn test_perf_<name>() {
use std::time::Instant;
let iterations = 50_000;
let start = Instant::now();
for _ in 0..iterations {
std::hint::black_box(/* call hot function */);
}
let duration = start.elapsed();
assert!(
duration.as_millis() < THRESHOLD_MS,
"function too slow: {:?} for {} iterations",
duration, iterations
);
}Functions and types needed by tests must be marked pub(crate):
// In generator.rs:
#[derive(Clone, Copy, PartialEq, Eq, Debug)]
pub(crate) enum SqlType { ... }
pub(crate) fn format_cell_for_sql(...) -> String { ... }
// In excel.rs:
pub(crate) fn excel_cell_to_timestamp_nanos(cell: &Data) -> Option<i64> { ... }
pub(crate) fn infer_cell_data_type(cell: &Data) -> DataType { ... }Tests run automatically in GitHub Actions via .github/workflows/test.yml on:
main or ai/* branchesmainWhen modifying any file under src-tauri/src/sql/ or src-tauri/src/reader/:
<module>_test.rs file (not inline)mod.rs with #[cfg(test)]pub(crate) if tests need accesscargo test --lib <module>::<module>_test passes locally (e.g. sql::generator_test, reader::excel_test)unwrap() on fallible operations (use ? or assert!)© shencangsheng, MIT. 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 .cursor/skills/rust-sql-test of shencangsheng/easydb_app.
Open the folder on GitHubat commit 1c461a3
Rust SQL Test 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 |
|---|---|---|---|---|---|---|
| Rust SQL Test this skillshencangsheng/easydb_app | 590 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Data AnalysisHezaoHezao/poirot | 250 | — | ~997 | Automated safety check: Pass | MIT | |
| Mindsdb MCP SkillLeoYeAI/openclaw-master-skills | 2.2k | — | ~2.5k | Automated safety check: Pass | MIT | |
| Excel and CSV Data Analysisbytedance/deer-flow | 83k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Forge Codegen Crudyaomindong1996/forge-admin | 125 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Spreadsheet QAOneWave-AI/claude-skills | 322 | — | ~2.2k | Automated safety check: Pass | MIT |
HezaoHezao/poirot
Analyze Excel/CSV files with DuckDB SQL via bash. An agent skill from HezaoHezao/poirot.
LeoYeAI/openclaw-master-skills
MindsDB MCP服务器交互技能,用于通过自然语言查询和操作200+企业级数据源。当用户需要查询数据库、分析数据、创建AI模型、连接数据源(MySQL、PostgreSQL、MongoDB、Excel、CSV、Gmail、Slack等)、执行SQL查询、进行数据预测、构建知识库(RAG)、智能问答、文档检索或任何与数据库交互的任务时使用此技能。即使没有明确提到MindsDB,只要涉及数据库操…
bytedance/deer-flow
Analyzes uploaded Excel and CSV files with SQL through DuckDB, producing schema inspections, statistical summaries and exports to CSV, JSON or Markdown.
yaomindong1996/forge-admin
Generate or review Forge project code-generation output for CRUD modules.
OneWave-AI/claude-skills
Answers business questions about the user's own spreadsheet or data export (CSV, TSV, XLSX from a CRM, Shopify, Stripe, QuickBooks, ad platforms, HR or payroll systems) correctly and auditably.
bkywksj/knowledge-base
Tauri 本地数据库操作技能,使用 rusqlite 进行 SQLite 数据库操作. An agent skill from bkywksj/knowledge-base.
shencangsheng/easydb_app
Resolve pull request code review comments end-to-end. An agent skill from shencangsheng/easydb_app.
shencangsheng/easydb_app
Enforces strict avoidance of unwrap() in Rust code. An agent skill from shencangsheng/easydb_app.
Works with
Categories
Enforces unit test requirements for the Rust data-processing modules in src-tauri/src/sql/ (generator.rs, parse.rs) and src-tauri/src/reader/ (excel.rs and other readers). Rust SQL Test is an agent skill from shencangsheng/easydb_app.rs and other readers).
Rust SQL Test fits situations like: reviewing Rust code in these modules; tasks that involve SQL; tasks that involve Unit testing.
Run `npx skills add shencangsheng/easydb_app --skill rust-sql-test -a claude-code`. Or copy the skill folder (.cursor/skills/rust-sql-test in shencangsheng/easydb_app) into .claude/skills/rust-sql-test in your project. Claude Code loads it when a task matches its description.
Run `npx skills add shencangsheng/easydb_app --skill rust-sql-test -a codex`. Or copy the skill folder (.cursor/skills/rust-sql-test in shencangsheng/easydb_app) into .agents/skills/rust-sql-test 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 shencangsheng/easydb_app --skill rust-sql-test -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rust-sql-test, .gemini/skills/rust-sql-test, .github/skills/rust-sql-test and .opencode/skills/rust-sql-test in your project.
Going by SKILL.md and its folder, Rust SQL Test needs the command-line tools its instructions call (cargo).
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.
Rust SQL Test is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.7k 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 Rust SQL Test: Data Analysis (HezaoHezao/poirot, 250 stars), Mindsdb MCP Skill (LeoYeAI/openclaw-master-skills, 2.2k stars), Excel and CSV Data Analysis (bytedance/deer-flow, 83k stars) and Forge Codegen Crud (yaomindong1996/forge-admin, 125 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
shencangsheng (a GitHub user) maintains it in shencangsheng/easydb_app, which has 590 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on August 14, 2026.
Source: shencangsheng/easydb_app on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.