/add-linter-check â New Lint Analyzer Skill
Adds a new static analysis check to the ELPS linter. This is a prescriptive 3-file-touch workflow.
Video Editing Mcp
MCP Server for Video Jungle - Analyze, Search, Generate, and Edit Videos
Analyze task dependencies for parallel execution
Parse story markdown to identify task dependencies and parallel execution opportunities.
Agent skills for analyzing single-cell/Spatial Omics data
Here are some skills about the best practices for analyzing the single-cell/Spatial Omics data. When you need to do the specific analysis tasks described in this file, you can load the related skill files linked here to help you.
academic-research
This skill should be used for academic paper search, literature reviews, and research synthesis. Combines Exa MCP (research_paper category, arxiv.org filtering) with arxiv-mcp-server for paper discovery, download, and deep analysis. Use when searching for papers, conducting literature reviews, analyzing research trends, or synthesizing findings across multiple papers.
github-pr-creation
Creates GitHub Pull Requests with automated validation and task tracking. Use when user wants to create PR, open pull request, submit for review, or check if ready for PR. Analyzes commits, validates task completion, generates Conventional Commits title and description, suggests labels. NOTE - for merging existing PRs, use github-pr-merge instead.
blog
Full-lifecycle blog engine with 17 commands, 12 content templates, 5-category 100-point scoring, and 4 specialized agents. Optimized for Google rankings (December 2025 Core Update, E-E-A-T) and AI citations (GEO/AEO). Writes, rewrites, analyzes, outlines, audits, and repurposes blog content with answer-first formatting, sourced statistics, Pixabay/Unsplash/Pexels images, AI image generation via Gemini, built-in SVG chart generation, JSON-LD schema generation, and freshness signals. Supports any platform (WordPress, Next.js MDX, Hugo, Ghost, Astro, Jekyll, 11ty, Gatsby, HTML). Use when user says "blog", "write blog", "blog post", "blog strategy", "content brief", "editorial calendar", "analyze blog", "rewrite blog", "update blog", "blog SEO", "blog optimization", "content plan", "blog outline", "seo check", "schema markup", "repurpose", "geo audit", "blog audit", "citation readiness".
example-analysis
Example skill â analyze a topic and provide structured findings
narsil
Use narsil-mcp code intelligence tools effectively. Use when searching code, finding symbols, analyzing call graphs, scanning for security vulnerabilities, exploring dependencies, or performing static analysis on indexed repositories.
mcp-picnic
Generate a changelog from git history. Analyzes commits since the last tag or a specified range and produces a formatted changelog using the template.
13f-analyzer
Perform various data analysis on SEC 13-F and obtain some insights of fund activities such as number of holdings, AUM, and change of holdings between two quarters.
/audit -- System Health Audit
Triggers the **auditor** agent to analyze `database/dqiii8.db` and produce a structured health report.
format-cc
Formats Claude Code files with markdownlint, prettier, and shellcheck. Use when user asks to "format my files", "fix markdown formatting", "clean up CLAUDE.md", or "check shell scripts". Auto-fixes markdown, JSON, YAML formatting and analyzes shell script quality.
Applitools
The Applitools MCP server helps you create, update, and analyze visual tests using Applitools Eyes.
langsmith-fetch
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Requires langsmith-fetch CLI installed.
analyze-power-nets
Analyzes KiCad PCB files to identify power nets by looking up component datasheets via AI. Use when you need to determine which nets are power/ground nets and what track widths to use, especially when KiCad pintype annotations are missing or unreliable.
improve-skill
Analyze coding agent session transcripts to improve existing skills or create new ones. Use when asked to improve a skill based on a session, or extract a new skill from session history.
javaperf
Java profiling MCP via jcmd/jfr/jps. Diagnose performance, analyze threads, inspect JFR recordings.
rails-audit-thoughtbot
Perform comprehensive code audits of Ruby on Rails applications based on thoughtbot best practices. Use this skill when the user requests a code audit, code review, quality assessment, or analysis of a Rails application. The skill analyzes the entire codebase focusing on testing practices (RSpec), security vulnerabilities, code design (skinny controllers, domain models, PORO with ActiveModel), Rails conventions, database optimization, and Ruby best practices. Outputs a detailed markdown audit report grouped by category (Testing, Security, Models, Controllers, Code Design, Views) with severity levels (Critical, High, Medium, Low) within each category.
Io.Github.Yakub268/Kalshi
Search, analyze, and trade Kalshi prediction markets through Claude Desktop
SBOMApp - SBOM Generator & Vulnerability Scanner
Generate SBOMs, scan vulnerabilities, and analyze dependencies from local projects or Git repos.
ci-analysis
Analyze CI build and test status from Azure DevOps and Helix for dotnet repository PRs. Use when checking CI status, investigating failures, determining if a PR is ready to merge, or given URLs containing dev.azure.com or helix.dot.net. Also use when asked "why is CI red", "test failures", "retry CI", "rerun tests", "is CI green", "build failed", "checks failing", or "flaky tests".
pwa-review
Comprehensive 185-point PWA audit beyond Lighthouse - analyzes manifest, service worker, offline capabilities, security, iOS compatibility, and advanced PWA features
CrashStory MCP
Colorado personal injury attorney directory, AI-analyzed review intelligence, and crash data
phoenix-cli
Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, review experiments, inspect datasets, and query the GraphQL API. Use when debugging AI/LLM applications, analyzing trace data, working with Phoenix observability, or investigating LLM performance issues.
exploration
Code exploration strategies for understanding unfamiliar codebases. Use when exploring unknown code, debugging, or analyzing architecture.
roadmap-planning-views
Creates and organizes focused planning views from a subset of roadmap tasks. Use when the user wants to build a task graph, analyze dependencies, identify ready or blocked work, or group near-term and future work into a focused planning workspace.
analyze-log-files
Analyze log files by stripping ANSI escape sequences first. Use when asked to process, handle, read, or analyze log files that may contain terminal escape codes.
sync-data-relational
Analyze spring-data-relational version changes and identify required updates for the current project. Use when upgrading spring-data-relational versions or syncing with upstream changes.
agentsociety-analysis
Analyze experiment data and generate analysis reports.
rationalize-deps
Analyze Cargo.toml dependencies and attempt to remove unused features to reduce compile times and binary size
Umbrela Eval
Analyze and compare umbrela evaluation results across backends, models, and configurations.
academic-researcher
Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when user mentions academic research, scholarly writing, papers, or scientific literature.
code-explorer
Use this skill when exploring, analyzing, or understanding project/code structure. Required for tasks like "analyze project", "explore codebase", "understand how X works".
Raygun
Investigate errors, track deployments, analyze performance, and manage application monitoring
fallow
Analyze JavaScript/TypeScript projects with fallow. Finds unused code (files, exports, types, dependencies), code duplication, circular dependencies, complexity hotspots, and architecture boundary violations. Use when asked to find dead code, find unused exports, clean up the codebase, find duplicates, check code health, check architecture boundaries, audit unused code, auto-fix dead code, or run fallow.
disk-usage
Analyze disk space usage, filesystem mounts, and storage allocation on Linux systems. Identifies large files and directories, checks partition usage, and reports inode consumption. Use when the user asks about disk full errors, free space, storage usage, du/df output, finding large files, or checking which directories consume the most space.
Portfolio Ideas
Analyze your portfolio and generate ideas for improvements
Analyze Issue
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changelog-analyzer
Analyze git commits in a range by examining actual code diffs (not commit titles) and produce a ranked list of improvements and optimizations. Use when the user wants a changelog, wants to summarize recent changes, asks what changed since a commit, or wants to review project progress.
analyze-with-file
Interactive collaborative analysis with documented discussions, inline exploration, and evolving understanding. Serial execution with no agent delegation.
study
Use this skill when the user wants to read, study, analyze, or deeply understand a research paper (PDF).
Revibe Mcp
Analyze any codebase — get architecture, file roles, execution flows, and agent context.
Blacksmith
MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests.
l-changeset
Generate a changeset file for the current branch. Analyzes commits, determines bump types, and writes a user-facing changelog entry. Use when preparing version bumps.
Workspace Data Analyst
Analyze CSV files in the workspace and summarize insights.
summarize-changes
Analyze snapshot automation PR changes and produce a structured review report. Use when asked to summarize or review a snapshot PR.
Mcp Server
52 MCP tools for AI social media: create, distribute, analyze, and optimize content.
Review Analyzer Skill
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Io.Github.GreptimeTeam/Greptimedb Mcp Server
Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE queries.