SQL Analyst
RightNow-AI/openfang
SQL query expert for optimization, schema design, and data analysis
Optimize sql query optimizer operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Install SQL Query Optimizer
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill sql-query-optimizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace sql-query-optimizer --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/12-data-analytics/sql-query-optimizer .claude/skills/sql-query-optimizer && 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 "sql-query-optimizer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/sql-query-optimizer into .claude/skills/sql-query-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sql-query-optimizer", 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/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/sql-query-optimizerType 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 jeremylongshore/tons-of-skills-marketplace --skill sql-query-optimizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace sql-query-optimizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/12-data-analytics/sql-query-optimizer .agents/skills/sql-query-optimizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sql-query-optimizer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/sql-query-optimizer into .agents/skills/sql-query-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sql-query-optimizer", 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 jeremylongshore/tons-of-skills-marketplace --skill sql-query-optimizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace sql-query-optimizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/12-data-analytics/sql-query-optimizer .cursor/skills/sql-query-optimizer && 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 "sql-query-optimizer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/sql-query-optimizer into .cursor/skills/sql-query-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sql-query-optimizer", 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/jeremylongshore/tons-of-skills-marketplace.git --path skills/12-data-analytics/sql-query-optimizer--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 jeremylongshore/tons-of-skills-marketplace --skill sql-query-optimizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace sql-query-optimizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/12-data-analytics/sql-query-optimizer .gemini/skills/sql-query-optimizer && 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 "sql-query-optimizer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/sql-query-optimizer into .gemini/skills/sql-query-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sql-query-optimizer", 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 jeremylongshore/tons-of-skills-marketplace sql-query-optimizerInstalls 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 jeremylongshore/tons-of-skills-marketplace --skill sql-query-optimizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/12-data-analytics/sql-query-optimizer .github/skills/sql-query-optimizer && 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 "sql-query-optimizer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/sql-query-optimizer into .github/skills/sql-query-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sql-query-optimizer", 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 jeremylongshore/tons-of-skills-marketplace --skill sql-query-optimizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace sql-query-optimizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/12-data-analytics/sql-query-optimizer .opencode/skills/sql-query-optimizer && 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 "sql-query-optimizer" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/sql-query-optimizer into .opencode/skills/sql-query-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sql-query-optimizer", 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
sql-query-optimizer- GitHub stars
- 2.8k
- Token cost
- ~561 tokens
- SKILL.md length
- 196 words
- Files
- 1
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Optimize sql query optimizer operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.
- Works in 4 steps: Provides step-by-step guidance for sql… → Follows industry best practices and… → Generates production-ready code and… → …
- : sql query optimizer
- SKILL.md covers Overview, When to Use, Instructions and Examples, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
SQL Query Optimizer is an agent skill from jeremylongshore/tons-of-skills-marketplace. Optimize sql query optimizer operations. Auto-activating skill for Data Analytics. Triggers on: sql query optimizer, sql query optimizer Part of the Data Analytics skill category. Use when working with sql query optimizer functionality. Trigger with phrases like "sql query optimizer", "sql optimizer", "sql".
Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code
It sits in Databases, covering SQL and Data analysis. It works with SQL. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- : sql query optimizer
- Sql query optimizer Part of the Data Analytics skill category
- Working with sql query optimizer functionality
- With phrases like sql query optimizer
Example prompts
- “sql query optimizer”
- “sql optimizer”
- “/sql-query-optimizer”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code
- Pre-approved tools (allowed-tools): Read, Write, Edit, Bash(cmd:*), Grep
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Provides step-by-step guidance for sql query optimizer
- Follows industry best practices and patterns
- Generates production-ready code and configurations
- Validates outputs against common standards
What it can do on your machine
Read from SKILL.md and the folder at commit 23ea8d4. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBash(cmd:*)Grep
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
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.
Compatibility
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Context cost
SQL Query Optimizer loads about 561 tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 196 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 jeremylongshore/tons-of-skills-marketplace at commit 23ea8d4, republished under its MIT licence (© jeremylongshore). 196 words, ~561 tokens.
Download SKILL.mdSave it as
.claude/skills/sql-query-optimizer/SKILL.md (or your agent's skills folder).- name
- sql-query-optimizer
- description
- Optimize sql query optimizer operations. Auto-activating skill for Data Analytics. Triggers on: sql query optimizer, sql query optimizer Part of the Data Analytics skill category. Use when working with sql query optimizer functionality. Trigger with phrases like "sql query optimizer", "sql optimizer", "sql".
- allowed-tools
- Read, Write, Edit, Bash(cmd:*), Grep
- compatibility
- Designed for Claude Code
- version
- 1.0.0
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- tags
- data, analytics
Sql Query Optimizer
Overview
This skill provides automated assistance for sql query optimizer tasks within the Data Analytics domain.
When to Use
This skill activates automatically when you:
- Mention "sql query optimizer" in your request
- Ask about sql query optimizer patterns or best practices
- Need help with data analytics skills covering sql queries, data visualization, statistical analysis, and business intelligence.
Instructions
- Provides step-by-step guidance for sql query optimizer
- Follows industry best practices and patterns
- Generates production-ready code and configurations
- Validates outputs against common standards
Examples
Example: Basic Usage Request: "Help me with sql query optimizer" Result: Provides step-by-step guidance and generates appropriate configurations
Prerequisites
- Relevant development environment configured
- Access to necessary tools and services
- Basic understanding of data analytics concepts
Output
- Generated configurations and code
- Best practice recommendations
- Validation results
Error Handling
| Error | Cause | Solution |
|---|---|---|
| Configuration invalid | Missing required fields | Check documentation for required parameters |
| Tool not found | Dependency not installed | Install required tools per prerequisites |
| Permission denied | Insufficient access | Verify credentials and permissions |
Resources
- Official documentation for related tools
- Best practices guides
- Community examples and tutorials
Related Skills
Part of the Data Analytics skill category. Tags: sql, analytics, visualization, statistics, bi
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/12-data-analytics/sql-query-optimizer of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit 23ea8d4
Compare with similar skills
SQL Query Optimizer 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 |
|---|---|---|---|---|---|---|
| SQL Query Optimizer this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~561 | Automated safety check: Pass | MIT | |
| SQL AnalystRightNow-AI/openfang | 18k | — | ~655 | Automated safety check: Pass | Apache-2.0 | |
| Analyzing Dataastronomer/agents | 451 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Postgressanjay3290/ai-skills | 431 | 1 repos | ~975 | Automated safety check: Pass | Apache-2.0 | |
| Semantic Analystsidequery/sidemantic | 129 | — | ~982 | Automated safety check: Pass | AGPL-3.0 | |
| Analysis Artifactswarpdotdev/oz-skills | 825 | — | ~1.1k | Automated safety check: Pass | MIT |
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astronomer/agents
Queries the data warehouse with SQL and answers business questions about data.
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Execute read-only SQL queries against multiple PostgreSQL databases.
Semantic Analyst
sidequery/sidemantic
Answer analytical, KPI, metric, trend, cohort, and business-performance questions through a Sidemantic semantic layer.
Analysis Artifacts
warpdotdev/oz-skills
Generate reproducible analysis artifacts — SQL queries, Python visualizations, and summary tables — as you work through a BigQuery data analysis.
Data Analyst
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Connects to databases, runs SQL queries, and analyzes datasets using code to provide actionable business insights.
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Related
Works with
Categories
Questions about SQL Query Optimizer
What does SQL Query Optimizer do?
Optimize sql query optimizer operations. An agent skill from jeremylongshore/tons-of-skills-marketplace. SQL Query Optimizer is an agent skill from jeremylongshore/tons-of-skills-marketplace. Optimize sql query optimizer operations.
When should I use SQL Query Optimizer?
SQL Query Optimizer fits situations like: : sql query optimizer; sql query optimizer Part of the Data Analytics skill category; working with sql query optimizer functionality; with phrases like sql query optimizer.
How do I install SQL Query Optimizer in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill sql-query-optimizer -a claude-code`. Or copy the skill folder (skills/12-data-analytics/sql-query-optimizer in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/sql-query-optimizer in your project. Claude Code loads it when a task matches its description.
How do I install SQL Query Optimizer in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill sql-query-optimizer -a codex`. Or copy the skill folder (skills/12-data-analytics/sql-query-optimizer in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/sql-query-optimizer in your project. Codex loads it when a task matches its description.
Can I use SQL Query Optimizer 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 jeremylongshore/tons-of-skills-marketplace --skill sql-query-optimizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sql-query-optimizer, .gemini/skills/sql-query-optimizer, .github/skills/sql-query-optimizer and .opencode/skills/sql-query-optimizer in your project.
What does SQL Query Optimizer need to run?
SKILL.md names no scripts, command-line tools or credentials: SQL Query Optimizer is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(cmd:*), Grep. Compatibility (from SKILL.md): Designed for Claude Code.
Does SQL Query Optimizer 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 SQL Query Optimizer 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 SQL Query Optimizer use?
SQL Query Optimizer is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does SQL Query Optimizer use?
About 561 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to SQL Query Optimizer?
Skills that share tags, products or a category with SQL Query Optimizer: SQL Analyst (RightNow-AI/openfang, 18k stars), Analyzing Data (astronomer/agents, 451 stars), Postgres (sanjay3290/ai-skills, 431 stars) and Semantic Analyst (sidequery/sidemantic, 129 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains SQL Query Optimizer?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,821 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 8, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.