Keeper Stress Analysis
ClickHouse/ClickHouse
Analyze ClickHouse Keeper stress-test results from play.clickhouse.com / keeperstresstests data warehouse.
Review documentation files for grammar, factual accuracy, and query correctness.
$ npx skills add JetBrains/youtrackdb --skill review-docs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install JetBrains/youtrackdb review-docs --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/JetBrains/youtrackdb.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/review-docs .claude/skills/review-docs && 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 "review-docs" agent skill from https://github.com/JetBrains/youtrackdb/tree/develop/.claude/skills/review-docs into .claude/skills/review-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-docs", 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/JetBrains/youtrackdb/tree/develop/.claude/skills/review-docsType 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 JetBrains/youtrackdb --skill review-docs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install JetBrains/youtrackdb review-docs --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JetBrains/youtrackdb.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/review-docs .agents/skills/review-docs && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "review-docs" agent skill from https://github.com/JetBrains/youtrackdb/tree/develop/.claude/skills/review-docs into .agents/skills/review-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-docs", 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 JetBrains/youtrackdb --skill review-docs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install JetBrains/youtrackdb review-docs --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JetBrains/youtrackdb.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/review-docs .cursor/skills/review-docs && 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 "review-docs" agent skill from https://github.com/JetBrains/youtrackdb/tree/develop/.claude/skills/review-docs into .cursor/skills/review-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-docs", 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/JetBrains/youtrackdb.git --path .claude/skills/review-docs--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 JetBrains/youtrackdb --skill review-docs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install JetBrains/youtrackdb review-docs --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JetBrains/youtrackdb.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/review-docs .gemini/skills/review-docs && 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 "review-docs" agent skill from https://github.com/JetBrains/youtrackdb/tree/develop/.claude/skills/review-docs into .gemini/skills/review-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-docs", 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 JetBrains/youtrackdb review-docsInstalls 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 JetBrains/youtrackdb --skill review-docs -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/JetBrains/youtrackdb.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/review-docs .github/skills/review-docs && 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 "review-docs" agent skill from https://github.com/JetBrains/youtrackdb/tree/develop/.claude/skills/review-docs into .github/skills/review-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-docs", 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 JetBrains/youtrackdb --skill review-docs -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install JetBrains/youtrackdb review-docs --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JetBrains/youtrackdb.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/review-docs .opencode/skills/review-docs && 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 "review-docs" agent skill from https://github.com/JetBrains/youtrackdb/tree/develop/.claude/skills/review-docs into .opencode/skills/review-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-docs", 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.
review-docsReview documentation files for grammar, factual accuracy, and query correctness.
Review Docs is an agent skill from JetBrains/youtrackdb, published by the product's own GitHub organization. Review documentation files for grammar, factual accuracy, and query correctness. Use when the user asks to review docs, validate documentation, or check YQL examples. Accepts a path to a file or directory as argument.
Its SKILL.md is about 3k 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 Databases. The repository describes itself as: YouTrackDB is a general-use object-oriented graph database with storage format native to handle graph relations. YouTrackDB supports Gremlin queries and ACID transactions. YTDB… The licence is Apache-2.0.
10 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 5cd02fb. 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are java and bash).
From 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.
Review Docs loads about 3k tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 1,224 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 JetBrains/youtrackdb at commit 5cd02fb, republished under its Apache-2.0 licence (© JetBrains). 1,224 words, ~2,990 tokens.
.claude/skills/review-docs/SKILL.md (or your agent's skills folder).Review documentation files for grammar, factual accuracy, and query correctness.
The user will provide a path to a single document or a folder containing documents.
Use $ARGUMENTS as the target path. If no argument is provided, ask the user for the path.
This command reviews Markdown documentation files (.md) covering:
$ARGUMENTS points to a single .md file, review that file.$ARGUMENTS points to a directory, discover all .md files in it recursively using Glob.For each document, check for:
YouTrackDB, YQL, class names, etc.```sql, ```java, etc. are present and correct.Produce a table of findings per file: line number, issue, suggested fix.
[text](target) and anchor links [text](#anchor).YQL-Where.md), check if the referenced file exists relative to the document using Glob. Report missing files but do not block the review — flag them as warnings.SQL-Syntax.md and YQL-Syntax.md when only one exists).Read through each document and extract all verifiable factual claims about YouTrackDB / YQL behavior. Examples:
For each claim, note the file, line number, and the exact claim text.
Extract all YQL/SQL code examples from fenced code blocks (```sql sections). For each query, note:
Add new test methods to the persistent DocValidationTest class (core/src/test/java/com/jetbrains/youtrackdb/internal/core/sql/DocValidationTest.java) that validate extracted queries and factual claims against a real in-memory YouTrackDB instance using the Gremlin API with yql() methods. If the test class does not exist yet, create it with the following pattern:
package com.jetbrains.youtrackdb.internal.core.sql;
import static org.assertj.core.api.Assertions.assertThat;
import static org.assertj.core.api.Assertions.assertThatThrownBy;
import com.jetbrains.youtrackdb.api.DatabaseType;
import com.jetbrains.youtrackdb.api.YouTrackDB;
import com.jetbrains.youtrackdb.api.YourTracks;
import com.jetbrains.youtrackdb.api.gremlin.YTDBGraphTraversalSource;
import java.nio.file.Path;
import org.junit.After;
import org.junit.AfterClass;
import org.junit.Before;
import org.junit.BeforeClass;
import org.junit.Test;
public class DocValidationTest {
private static YouTrackDB youTrackDB;
private static Path dbPath;
private YTDBGraphTraversalSource g;
@BeforeClass
public static void setUpClass() throws Exception {
dbPath = Path.of(System.getProperty("java.io.tmpdir"), "doc-validation-test");
youTrackDB = YourTracks.instance(dbPath.toString());
youTrackDB.create("test", DatabaseType.MEMORY, "admin", "admin", "admin");
}
@AfterClass
public static void tearDownClass() {
youTrackDB.close();
}
@Before
public void setUp() {
g = youTrackDB.openTraversal("test", "admin", "admin");
}
@After
public void tearDown() {
g.close();
}
}CRITICAL: Only use the public Gremlin API. The test class lives in com.jetbrains.youtrackdb.internal.core.sql for organizational reasons (it is in the core module's test tree), but it must only import from com.jetbrains.youtrackdb.api.* and standard TinkerPop packages (org.apache.tinkerpop.gremlin.*). Never import internal classes like DatabaseSessionEmbedded, YouTrackDBImpl, DbTestBase, or anything else under com.jetbrains.youtrackdb.internal.
Key patterns for writing tests:
g.command(): g.command("CREATE CLASS Foo EXTENDS V") — always use EXTENDS V (vertex) or EXTENDS E (edge) so results are compatible with the Gremlin result mapper.CREATE VERTEX (not INSERT INTO) inside transactions:g.executeInTx(tx -> {
tx.yql("CREATE VERTEX Foo SET name = 'bar'").iterate();
});UPDATE inside transactions via yql().iterate():g.executeInTx(tx -> {
tx.yql("UPDATE Foo SET name = 'baz' WHERE name = 'bar'").iterate();
});SELECT inside transactions via g.computeInTx():var results = g.computeInTx(tx -> tx.yql("SELECT FROM Foo").toList());
assertThat(results).isNotEmpty();SELECT on vertex classes are Vertex objects — cast and use .value("prop"):Vertex v = (Vertex) results.get(0);
assertThat((String) v.value("name")).isEqualTo("baz");assertThatThrownBy:assertThatThrownBy(() -> g.executeInTx(tx -> {
tx.yql("BAD QUERY").iterate();
}));yql() method returns a lazy YTDBGraphTraversal — always call .iterate() or .toList() to execute it.command() method executes eagerly — no need to call .iterate(). However, command() internally iterates results through the Gremlin result mapper, which only supports vertices and stateful edges. Therefore, only use command() for DDL (CREATE CLASS, CREATE PROPERTY, CREATE INDEX) — never for INSERT, UPDATE, or DELETE.tx.yql("SELECT FROM Foo WHERE name = :name", "name", "bar")These limitations affect what can be validated through the public API:
GremlinResultMapper) only supports vertices and stateful edges. SELECT on a plain class (not extending V/E) will throw IllegalStateException: Only vertices and stateful edges are supported in Gremlin results. If a document example uses a plain class, create it with EXTENDS V for testing purposes.yql().iterate() for UPDATE/INSERT — never use command() for data mutation commands, as it will fail when the result mapper tries to process the non-vertex result.RETURN AFTER on UPDATE — use tx.yql("UPDATE ... RETURN AFTER @this").toList() to collect results. The results are vertex objects when the target class extends V.Group tests by document section. Each test method should have a comment referencing the document claim it validates.
./mvnw -pl core clean test -Dtest=DocValidationTest./mvnw -pl core spotless:applyAfter all checks complete, present a consolidated report to the user:
## Documentation Review: <path>
### Grammar & Style
| File | Line | Issue | Suggested Fix |
|------|------|-------|---------------|
| ... | ... | ... | ... |
### Link Validation
| File | Line | Link Target | Status |
|------|------|-------------|--------|
| ... | ... | ... | Missing / OK |
### Factual Claims
| File | Line | Claim | Verified | Notes |
|------|------|-------|----------|-------|
| ... | ... | ... | Yes/No | ... |
### Query Validation
| File | Line | Query | Expected | Result | Notes |
|------|------|-------|----------|--------|-------|
| ... | ... | ... | Success/Fail | Pass/Fail | ... |
### Summary
- Total files reviewed: N
- Grammar issues found: N
- Broken links: N
- Factual claims verified: N/N
- Queries validated: N/NAsk the user whether to:
After the review is complete:
DocValidationTest class — it serves as a living validation of documentation examples../mvnw -pl core clean test -Dtest=DocValidationTest./mvnw -pl core spotless:applyDocValidationTest.core module uses JUnit 4 (not JUnit 5). Use @Test, @Before, @After, @BeforeClass, @AfterClass from org.junit.spotless:apply before running tests if the test class is new.CityDistinct, EmpSalary).yql() for YQL queries — the yql() method on YTDBGraphTraversalSourceDSL returns a lazy traversal; always terminate with .iterate() or .toList().command() for schema DDL — command() executes eagerly and is appropriate for CREATE CLASS, CREATE PROPERTY, CREATE INDEX, etc.g.executeInTx() for side-effecting operations, g.computeInTx() when you need a return value, and g.autoExecuteInTx() when returning a traversal that should be auto-iterated.© JetBrains, 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
Just SKILL.md in .claude/skills/review-docs of JetBrains/youtrackdb.
Open the folder on GitHubat commit 5cd02fb
Review Docs 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 |
|---|---|---|---|---|---|---|
| Review Docs this skillJetBrains/youtrackdb | 439 | — | ~3k | Automated safety check: Pass | Apache-2.0 | |
| Keeper Stress AnalysisClickHouse/ClickHouse | 50k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | |
| Perf ComparisonClickHouse/ClickHouse | 50k | — | ~3.9k | Automated safety check: Notes | Apache-2.0 | |
| Patch Release CheckClickHouse/ClickHouse | 50k | — | ~4k | Automated safety check: Notes | Apache-2.0 | |
| Evolving The Data ModelTriliumNext/Trilium | 38k | — | ~2.1k | Automated safety check: Pass | AGPL-3.0 | |
| Hybrid Cloud Outboxesgetsentry/sentry | 46k | — | ~4.8k | Automated safety check: Pass | Custom licence |
ClickHouse/ClickHouse
Analyze ClickHouse Keeper stress-test results from play.clickhouse.com / keeperstresstests data warehouse.
ClickHouse/ClickHouse
Evaluate ClickHouse performance test results from existing CI/dashboard data or local perf.py runs.
ClickHouse/ClickHouse
Check whether ClickHouse's supported versions (last 3 majors + latest LTS) have recent stable patch releases, diagnose why the scheduled AutoReleases pipeline failed, and identify which releases…
TriliumNext/Trilium
A skill your agent uses when adding a DB migration or a new column/field to a Becca entity in Trilium ("add a migration", "new column on notes/attributes", "ALTER TABLE", "add a field to…
getsentry/sentry
Guide for creating and maintaining outbox-based eventually consistent operations in Sentry.
microsoft/garnet
Selects Garnet spin-wait policies based on the slow-path cost.
JetBrains/youtrackdb
Audit a finished design document for hard-to-read or hard-to-understand paragraphs, then harden the house-style rules so future design docs avoid them.
JetBrains/youtrackdb
Apply an edit to design.md or design-mechanics.md through the mutation discipline: apply → auto-review → iterate → present.
JetBrains/youtrackdb
Migrate a branch's docs/adr/<dir/workflow/ artifacts by replaying workflow-format commits from the per-artifact stamp base through HEAD.
JetBrains/youtrackdb
Provision a Hetzner CCX33 server, deploy the project, run JMH benchmarks, collect results, and destroy the server.
JetBrains/youtrackdb
Review a workflow-style PR's design, plan, and track files in research-mode Q&A; auto-records observations and submits a line-anchored review via gh api.
JetBrains/youtrackdb
Reviews any draft for AI writing tells and produces a clean rewrite.
Categories
Review documentation files for grammar, factual accuracy, and query correctness. Review Docs is an agent skill from JetBrains/youtrackdb, published by the product's own GitHub organization. Review documentation files for grammar, factual accuracy, and query correctness.
Review Docs fits situations like: the user asks to review docs; validate documentation; check YQL examples.
Run `npx skills add JetBrains/youtrackdb --skill review-docs -a claude-code`. Or copy the skill folder (.claude/skills/review-docs in JetBrains/youtrackdb) into .claude/skills/review-docs in your project. Claude Code loads it when a task matches its description.
Run `npx skills add JetBrains/youtrackdb --skill review-docs -a codex`. Or copy the skill folder (.claude/skills/review-docs in JetBrains/youtrackdb) into .agents/skills/review-docs 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 JetBrains/youtrackdb --skill review-docs -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/review-docs, .gemini/skills/review-docs, .github/skills/review-docs and .opencode/skills/review-docs in your project.
SKILL.md names no scripts, command-line tools or credentials: Review Docs is instructions for the agent only.
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.
Review Docs 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 3k tokens (SKILL.md is roughly 12k 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 Review Docs: Keeper Stress Analysis (ClickHouse/ClickHouse, 50k stars), Perf Comparison (ClickHouse/ClickHouse, 50k stars), Patch Release Check (ClickHouse/ClickHouse, 50k stars) and Evolving The Data Model (TriliumNext/Trilium, 38k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
JetBrains (a GitHub organization, an official publisher) maintains it in JetBrains/youtrackdb, which has 439 GitHub stars. The repository holds 16 skills in this directory. The repository was last updated on October 8, 2026.
Source: JetBrains/youtrackdb on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.