Kql
microsoft/fabric-rti-mcp
KQL language expertise for writing correct, efficient Kusto queries using the Fabric RTI MCP tools.
Detect anomaly detector operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Install Anomaly Detector
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill anomaly-detector -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anomaly-detector --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/anomaly-detector .claude/skills/anomaly-detector && 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 "anomaly-detector" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/anomaly-detector into .claude/skills/anomaly-detector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anomaly-detector", 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/anomaly-detectorType 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 anomaly-detector -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anomaly-detector --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/anomaly-detector .agents/skills/anomaly-detector && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "anomaly-detector" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/anomaly-detector into .agents/skills/anomaly-detector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anomaly-detector", 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 anomaly-detector -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anomaly-detector --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/anomaly-detector .cursor/skills/anomaly-detector && 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 "anomaly-detector" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/anomaly-detector into .cursor/skills/anomaly-detector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anomaly-detector", 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/anomaly-detector--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 anomaly-detector -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anomaly-detector --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/anomaly-detector .gemini/skills/anomaly-detector && 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 "anomaly-detector" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/anomaly-detector into .gemini/skills/anomaly-detector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anomaly-detector", 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 anomaly-detectorInstalls 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 anomaly-detector -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/anomaly-detector .github/skills/anomaly-detector && 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 "anomaly-detector" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/anomaly-detector into .github/skills/anomaly-detector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anomaly-detector", 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 anomaly-detector -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 anomaly-detector --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/anomaly-detector .opencode/skills/anomaly-detector && 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 "anomaly-detector" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/12-data-analytics/anomaly-detector into .opencode/skills/anomaly-detector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anomaly-detector", 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
anomaly-detector- GitHub stars
- 2.8k
- Token cost
- ~553 tokens
- SKILL.md length
- 190 words
- Files
- 1
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Detect anomaly detector operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.
- Works in 4 steps: Provides step-by-step guidance for… → Follows industry best practices and… → Generates production-ready code and… → …
- : anomaly detector
- 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
Anomaly Detector is an agent skill from jeremylongshore/tons-of-skills-marketplace. Detect anomaly detector operations. Auto-activating skill for Data Analytics. Triggers on: anomaly detector, anomaly detector Part of the Data Analytics skill category. Use when working with anomaly detector functionality. Trigger with phrases like "anomaly detector", "anomaly detector", "anomaly".
Its SKILL.md is about 550 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 Data & Analytics, covering Data analysis and Anomaly detection. 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
- : anomaly detector
- Anomaly detector Part of the Data Analytics skill category
- Working with anomaly detector functionality
- With phrases like anomaly detector
Example prompts
- “anomaly detector”
- “anomaly”
- “/anomaly-detector”
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 anomaly detector
- 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 cfae287. 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
Anomaly Detector loads about 553 tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 190 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 cfae287, republished under its MIT licence (© jeremylongshore). 190 words, ~553 tokens.
Download SKILL.mdSave it as
.claude/skills/anomaly-detector/SKILL.md (or your agent's skills folder).- name
- anomaly-detector
- description
- Detect anomaly detector operations. Auto-activating skill for Data Analytics. Triggers on: anomaly detector, anomaly detector Part of the Data Analytics skill category. Use when working with anomaly detector functionality. Trigger with phrases like "anomaly detector", "anomaly detector", "anomaly".
- 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
Anomaly Detector
Overview
This skill provides automated assistance for anomaly detector tasks within the Data Analytics domain.
When to Use
This skill activates automatically when you:
- Mention "anomaly detector" in your request
- Ask about anomaly detector 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 anomaly detector
- 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 anomaly detector" 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/anomaly-detector of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Compare with similar skills
Anomaly Detector 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 |
|---|---|---|---|---|---|---|
| Anomaly Detector this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~553 | Automated safety check: Pass | MIT | |
| Kqlmicrosoft/fabric-rti-mcp | 131 | — | ~6.2k | Automated safety check: Pass | MIT | |
| Detecting Attacks On Scada Systemsmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~6.9k | Automated safety check: Pass | Apache-2.0 | |
| Azure Kustomicrosoft/GitHub-Copilot-for-Azure | 255 | 1 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Kqlmicrosoft/skills | 3.1k | — | ~4.7k | Automated safety check: Pass | MIT | |
| Apex Azure Kustojonathan-vella/apex | 217 | — | ~984 | Automated safety check: Pass | MIT |
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Questions about Anomaly Detector
What does Anomaly Detector do?
Detect anomaly detector operations. An agent skill from jeremylongshore/tons-of-skills-marketplace. Anomaly Detector is an agent skill from jeremylongshore/tons-of-skills-marketplace. Detect anomaly detector operations.
When should I use Anomaly Detector?
Anomaly Detector fits situations like: : anomaly detector; anomaly detector Part of the Data Analytics skill category; working with anomaly detector functionality; with phrases like anomaly detector.
How do I install Anomaly Detector in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill anomaly-detector -a claude-code`. Or copy the skill folder (skills/12-data-analytics/anomaly-detector in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/anomaly-detector in your project. Claude Code loads it when a task matches its description.
How do I install Anomaly Detector in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill anomaly-detector -a codex`. Or copy the skill folder (skills/12-data-analytics/anomaly-detector in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/anomaly-detector in your project. Codex loads it when a task matches its description.
Can I use Anomaly Detector 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 anomaly-detector -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/anomaly-detector, .gemini/skills/anomaly-detector, .github/skills/anomaly-detector and .opencode/skills/anomaly-detector in your project.
What does Anomaly Detector need to run?
SKILL.md names no scripts, command-line tools or credentials: Anomaly Detector 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 Anomaly Detector 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 Anomaly Detector 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 Anomaly Detector use?
Anomaly Detector 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 Anomaly Detector use?
About 553 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 Anomaly Detector?
Skills that share tags, products or a category with Anomaly Detector: Kql (microsoft/fabric-rti-mcp, 131 stars), Detecting Attacks On Scada Systems (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Azure Kusto (microsoft/GitHub-Copilot-for-Azure, 255 stars) and Kql (microsoft/skills, 3.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Anomaly Detector?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 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.