Package
Shubhamsaboo/awesome-llm-apps
Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.
Trust means
Trust score is a heuristic blend of popularity, freshness, structure quality, and safety penalties. Useful for ranking, not a guarantee.
Risk means
Risk is generated by automated scans of skills, files, and allowed tools. It is not the same thing as a human security review.
Review status
Auto-scanned only. Some caution signals were detected, so treat this as a review queue item, not a safe default.
Risk: Medium (pattern: privilege)
Stars
103,826
Forks
15,151
Skills
21
Files
36
Suitable for
Teams or solo users who want to inspect a workflow package before installing it, instead of trusting a random repo at face value.
Not suitable for
Anyone looking for a zero-review one-click install, or teams that are not willing to read the starter skill and allowed tools first.
Install prerequisites
What to verify before touching install
- Read the starter skill and confirm the workflow matches your actual job-to-be-done.
- Check allowed tools, scripts, and file count so you know what the package can touch.
- Make sure your agent runtime supports the install path you plan to use.
Recommended first read
technical-writer
Creates clear documentation, API references, guides, and technical content for developers and users. Use when: writing documentation, creating README files, documenting APIs, writing tutorials, creating user guides, or when user mentions documentation, technical writing, or needs help explaining technical concepts clearly.
Path: awesome_agent_skills/technical-writer
Risk level: Medium
After install
How to verify it actually works
Core skills
What this package actually helps you do
Creates clear documentation, API references, guides, and technical content for developers and users. Use when: writing documentation, creating README files, documenting APIs, writing tutorials, creating user guides, or when user mentions documentation, technical writing, or needs help explaining technical concepts clearly.
awesome_agent_skills/technical-writer · 1 file
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.
awesome_agent_skills/academic-researcher · 1 file
Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple perspectives, or when user mentions research, investigation, or needs synthesized analysis with citations.
awesome_agent_skills/deep-research · 1 file
Professional editing and proofreading for clarity, grammar, style, and readability improvements. Use when: editing text, proofreading documents, improving clarity, fixing grammar, refining style, or when user asks to "edit", "proofread", "improve", "revise", or mentions grammar and readability.
awesome_agent_skills/editor · 1 file
Expert UX design assistance for user research, wireframing, prototyping, and design strategy. Use when: creating wireframes, conducting user research, building prototypes, designing user flows, writing UX copy, reviewing designs for usability, creating personas, planning usability tests, or when user mentions UX design, user experience, wireframes, prototypes, user research, information architecture, or design systems.
awesome_agent_skills/ux-designer · 7 files
Creates engaging content for blogs, social media, and marketing materials with audience focus. Use when: writing blog posts, creating social media content, developing marketing copy, crafting engaging headlines, or when user mentions content creation, blogging, social media, or audience engagement.
awesome_agent_skills/content-creator · 1 file
SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.
awesome_agent_skills/data-analyst · 1 file
Systematic debugging and root cause analysis for identifying and fixing software issues. Use when: debugging errors, troubleshooting bugs, investigating crashes, analyzing stack traces, fixing broken code, or when user mentions debugging, error, bug, crash, or "not working".
awesome_agent_skills/debugger · 1 file
Structured decision-making frameworks for evaluating options and making informed choices. Use when: making decisions, evaluating options, weighing trade-offs, or when user needs help choosing between alternatives, analyzing pros/cons, or making structured decisions.
awesome_agent_skills/decision-helper · 1 file
Professional email composition for business communication across various contexts. Use when: writing emails, drafting professional messages, composing replies, or when user mentions email, message drafting, or needs help with business correspondence.
awesome_agent_skills/email-drafter · 1 file
Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "fact check", "verify", "is this true", or mentions claims that need validation.
awesome_agent_skills/fact-checker · 1 file
Structured meeting summaries with action items, decisions, and key discussion points. Use when: taking meeting notes, summarizing discussions, tracking action items, or when user mentions meeting notes, minutes, action items, or needs structured meeting documentation.
awesome_agent_skills/meeting-notes · 1 file
Breaks down complex projects into actionable tasks with timelines, dependencies, and milestones. Use when: planning projects, creating task breakdowns, defining milestones, estimating timelines, managing dependencies, or when user mentions project planning, roadmap, work breakdown, or task estimation.
awesome_agent_skills/project-planner · 1 file
Reviews code for security vulnerabilities, performance issues, and best practices. Use when reviewing code, performing security audits, checking for code quality, reviewing pull requests.
awesome_agent_skills/self-improving-agent-skills/example_skills/code-reviewer · 1 file
Agile sprint planning with story estimation, capacity planning, and sprint goal setting. Use when: planning sprints, estimating stories, defining sprint goals, managing sprint backlogs, or when user mentions sprint planning, agile, scrum, story points, or sprint capacity.
awesome_agent_skills/sprint-planner · 1 file
High-level strategic thinking and business decision guidance for planning and direction-setting. Use when: making strategic decisions, evaluating business options, setting direction, analyzing trade-offs, or when user mentions strategy, business planning, competitive analysis, or long-term planning.
awesome_agent_skills/strategy-advisor · 1 file
Chart selection and data visualization guidance for effective data communication. Use when: creating visualizations, choosing chart types, designing dashboards, or when user mentions data visualization, charts, graphs, or needs help presenting data visually.
awesome_agent_skills/visualization-expert · 1 file
Senior Python developer expertise for writing clean, efficient, and well-documented code. Use when: writing Python code, optimizing Python scripts, reviewing Python code for best practices, debugging Python issues, implementing type hints, or when user mentions Python, PEP 8, or needs help with Python data structures and algorithms.
awesome_agent_skills/python-expert · 2 files
Writes marketing copy for landing pages, emails, and social media posts. Use when creating promotional content, sales copy, or brand messaging.
awesome_agent_skills/self-improving-agent-skills/example_skills/content-writer · 2 files
Thorough code review with focus on security, performance, and best practices. Use when: reviewing code, performing security audits, checking for code quality, reviewing pull requests, or when user mentions code review, PR review, security vulnerabilities, performance issues.
awesome_agent_skills/code-reviewer · 8 files
Modern web development expertise covering React, Node.js, databases, and full-stack architecture. Use when: building web applications, developing APIs, creating frontends, setting up databases, deploying web apps, or when user mentions React, Next.js, Express, REST API, GraphQL, MongoDB, PostgreSQL, or full-stack development.
awesome_agent_skills/fullstack-developer · 1 file
Package contents
Folders and files
technical-writer
awesome_agent_skills/technical-writer
Creates clear documentation, API references, guides, and technical content for developers and users. Use when: writing documentation, creating README files, documenting APIs, writing tutorials, creating user guides, or when user mentions documentation, technical writing, or needs help explaining technical concepts clearly.
- SKILL.md.md
academic-researcher
awesome_agent_skills/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.
- SKILL.md.md
deep-research
awesome_agent_skills/deep-research
Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple perspectives, or when user mentions research, investigation, or needs synthesized analysis with citations.
- SKILL.md.md
editor
awesome_agent_skills/editor
Professional editing and proofreading for clarity, grammar, style, and readability improvements. Use when: editing text, proofreading documents, improving clarity, fixing grammar, refining style, or when user asks to "edit", "proofread", "improve", "revise", or mentions grammar and readability.
- SKILL.md.md
ux-designer
awesome_agent_skills/ux-designer
Expert UX design assistance for user research, wireframing, prototyping, and design strategy. Use when: creating wireframes, conducting user research, building prototypes, designing user flows, writing UX copy, reviewing designs for usability, creating personas, planning usability tests, or when user mentions UX design, user experience, wireframes, prototypes, user research, information architecture, or design systems.
- AGENTS.md.md
- SKILL.md.md
- rules/accessibility.md.md
- rules/information-architecture.md.md
- rules/interaction-design.md.md
- rules/research.md.md
- rules/visual-design.md.md
content-creator
awesome_agent_skills/content-creator
Creates engaging content for blogs, social media, and marketing materials with audience focus. Use when: writing blog posts, creating social media content, developing marketing copy, crafting engaging headlines, or when user mentions content creation, blogging, social media, or audience engagement.
- SKILL.md.md
data-analyst
awesome_agent_skills/data-analyst
SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.
- SKILL.md.md
debugger
awesome_agent_skills/debugger
Systematic debugging and root cause analysis for identifying and fixing software issues. Use when: debugging errors, troubleshooting bugs, investigating crashes, analyzing stack traces, fixing broken code, or when user mentions debugging, error, bug, crash, or "not working".
- SKILL.md.md
decision-helper
awesome_agent_skills/decision-helper
Structured decision-making frameworks for evaluating options and making informed choices. Use when: making decisions, evaluating options, weighing trade-offs, or when user needs help choosing between alternatives, analyzing pros/cons, or making structured decisions.
- SKILL.md.md
email-drafter
awesome_agent_skills/email-drafter
Professional email composition for business communication across various contexts. Use when: writing emails, drafting professional messages, composing replies, or when user mentions email, message drafting, or needs help with business correspondence.
- SKILL.md.md
fact-checker
awesome_agent_skills/fact-checker
Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "fact check", "verify", "is this true", or mentions claims that need validation.
- SKILL.md.md
meeting-notes
awesome_agent_skills/meeting-notes
Structured meeting summaries with action items, decisions, and key discussion points. Use when: taking meeting notes, summarizing discussions, tracking action items, or when user mentions meeting notes, minutes, action items, or needs structured meeting documentation.
- SKILL.md.md
project-planner
awesome_agent_skills/project-planner
Breaks down complex projects into actionable tasks with timelines, dependencies, and milestones. Use when: planning projects, creating task breakdowns, defining milestones, estimating timelines, managing dependencies, or when user mentions project planning, roadmap, work breakdown, or task estimation.
- SKILL.md.md
code-reviewer
awesome_agent_skills/self-improving-agent-skills/example_skills/code-reviewer
Reviews code for security vulnerabilities, performance issues, and best practices. Use when reviewing code, performing security audits, checking for code quality, reviewing pull requests.
- SKILL.md.md
sprint-planner
awesome_agent_skills/sprint-planner
Agile sprint planning with story estimation, capacity planning, and sprint goal setting. Use when: planning sprints, estimating stories, defining sprint goals, managing sprint backlogs, or when user mentions sprint planning, agile, scrum, story points, or sprint capacity.
- SKILL.md.md
strategy-advisor
awesome_agent_skills/strategy-advisor
High-level strategic thinking and business decision guidance for planning and direction-setting. Use when: making strategic decisions, evaluating business options, setting direction, analyzing trade-offs, or when user mentions strategy, business planning, competitive analysis, or long-term planning.
- SKILL.md.md
visualization-expert
awesome_agent_skills/visualization-expert
Chart selection and data visualization guidance for effective data communication. Use when: creating visualizations, choosing chart types, designing dashboards, or when user mentions data visualization, charts, graphs, or needs help presenting data visually.
- SKILL.md.md
python-expert
awesome_agent_skills/python-expert
Senior Python developer expertise for writing clean, efficient, and well-documented code. Use when: writing Python code, optimizing Python scripts, reviewing Python code for best practices, debugging Python issues, implementing type hints, or when user mentions Python, PEP 8, or needs help with Python data structures and algorithms.
- AGENTS.md.md
- SKILL.md.md
content-writer
awesome_agent_skills/self-improving-agent-skills/example_skills/content-writer
Writes marketing copy for landing pages, emails, and social media posts. Use when creating promotional content, sales copy, or brand messaging.
- SKILL.md.md
- references/style-guide.md.md
code-reviewer
awesome_agent_skills/code-reviewer
Thorough code review with focus on security, performance, and best practices. Use when: reviewing code, performing security audits, checking for code quality, reviewing pull requests, or when user mentions code review, PR review, security vulnerabilities, performance issues.
- AGENTS.md.md
- SKILL.md.md
- rules/correctness-error-handling.md.md
- rules/maintainability-naming.md.md
- rules/maintainability-type-hints.md.md
- rules/performance-n-plus-one.md.md
- rules/security-sql-injection.md.md
- rules/security-xss-prevention.md.md
fullstack-developer
awesome_agent_skills/fullstack-developer
Modern web development expertise covering React, Node.js, databases, and full-stack architecture. Use when: building web applications, developing APIs, creating frontends, setting up databases, deploying web apps, or when user mentions React, Next.js, Express, REST API, GraphQL, MongoDB, PostgreSQL, or full-stack development.
- SKILL.md.md
Last step
Install only after the checks above
If the package fits your workflow, the starter skill makes sense, and the auto-scan signals are acceptable for your environment, then use the exact install command below.
Install command
npx skills add Shubhamsaboo/awesome-llm-apps
Claude Code
Copy to .claude/skills/
GitHub Copilot
Copy to .github/skills/
Codex CLI
Copy to .agents/skills/
Gemini CLI
Copy to .gemini/skills/
Community Signals
What users think
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