shubhamsaboo/awesome-llm-apps▌

Senior Python developer expertise for writing clean, efficient, and well-documented code. \n \n Covers correctness, type safety, performance, and style across eight detailed rule categories with examples \n Enforces type hints, dataclasses, proper error handling, and PEP 8 compliance as core practices \n Includes a code review checklist spanning logic, types, edge cases, security, and testing \n Provides a structured development process prioritizing design, type safety, and correctness before op

Expert full-stack web development with React, Node.js, TypeScript, and modern databases. \n \n Covers complete web application development including React/Next.js frontends, Node.js/Express backends, REST and GraphQL APIs, and authentication patterns \n Supports PostgreSQL and MongoDB databases with Prisma ORM, plus caching with Redis and deployment to Vercel, Netlify, or Docker \n Provides architectural patterns, security best practices, input validation with Zod, state management strategies, a

Expert code review identifying security vulnerabilities, performance issues, and quality problems. \n \n Organizes findings by priority: security (critical), performance (high), correctness (high), maintainability (medium), and testing \n Covers five core vulnerability categories: SQL injection, XSS, authentication bypasses, hardcoded secrets, and insecure dependencies \n Detects performance bottlenecks including N+1 queries, missing indexes, inefficient algorithms, and memory leaks \n Provides

Comprehensive academic research assistant for literature reviews, paper analysis, and scholarly writing. \n \n Provides structured paper analysis framework covering research questions, methodology, findings, implications, and limitations \n Supports multiple citation formats (APA 7th, MLA 9th, Chicago 17th) with ready-to-use templates \n Includes literature review structure template with sections for theoretical frameworks, thematic synthesis, research gaps, and conclusions \n Enforces academic

Expert UX design guidance for research, wireframing, prototyping, and design strategy. \n \n Covers the full UX process from user research and persona building through prototyping, usability testing, and design handoff \n Includes critical rules for accessibility (WCAG compliance), information architecture, interaction design, and visual hierarchy organized by priority \n Provides structured templates for personas, user flows, and design reviews with specific criteria and remediation guidance \n

Generates audience-focused content for blogs, social media, and marketing with proven engagement frameworks. \n \n Covers six content formats: blog posts, Twitter threads, LinkedIn posts, email newsletters, headlines, and product descriptions with platform-specific templates \n Includes five-step content creation framework emphasizing audience analysis, immediate hooks, value delivery, scannable formatting, and clear calls-to-action \n Provides six headline formulas (How To, List, Question, Nega

Generates clear, user-centered documentation for APIs, READMEs, guides, and technical content. \n \n Covers five core writing principles: user-centered approach, clarity-first language, practical examples, progressive disclosure from simple to complex, and scannable formatting \n Provides ready-to-use templates for project READMEs, API documentation, and tutorials with consistent structure and formatting conventions \n Includes style guidance for voice, tone, code examples, and common patterns l

Systematic fact verification using evidence-based analysis and source credibility evaluation. \n \n Identifies claims, determines required evidence, and evaluates sources across a credibility hierarchy from peer-reviewed studies to social media \n Applies a six-tier rating scale (TRUE, MOSTLY TRUE, MIXED, MOSTLY FALSE, FALSE, UNVERIFIABLE) with clear reasoning and confidence levels \n Detects common manipulation patterns including statistical cherry-picking, context removal, false equivalences,

Breaks down complex projects into structured tasks with timelines, dependencies, and milestones. \n \n Guides you through a six-step planning process: defining success criteria, identifying deliverables, breaking tasks into 2–8 hour chunks, mapping dependencies, estimating with buffers, and assigning ownership \n Provides task-sizing guidelines (XS to XL), three-point estimation, T-shirt sizing, and planning poker techniques for accurate effort forecasting \n Generates comprehensive project plan

Structured decision-making frameworks for evaluating options and reducing choice paralysis. \n \n Includes five decision frameworks: Pros/Cons Analysis, Decision Matrix, Cost-Benefit Analysis, SWOT Analysis, and ICE Framework (Impact × Confidence × Ease) \n Generates standardized output with option comparison, weighted criteria scoring, risk and effort assessment, and actionable recommendations \n Emphasizes upfront success criteria definition, reversibility assessment, and timeline setting to a

Compose professional business emails across meeting requests, follow-ups, and sensitive communications. \n \n Provides structured email framework covering subject lines, greetings, body organization, calls to action, and closings \n Offers four tone modes: formal for executive communication, professional for standard business, friendly for team contexts, and direct for time-sensitive messages \n Includes ready-to-use templates for common patterns like meeting requests and follow-ups with placeho

Agile sprint planning with story estimation, capacity calculation, and risk identification. \n \n Estimates user stories using Modified Fibonacci scale (1, 2, 3, 5, 8, 13, 20) and calculates team capacity based on headcount, available days, and focus factor \n Generates structured sprint backlogs with story assignments, dependencies, and ownership tracking \n Identifies sprint risks and mitigation strategies, plus enforces Definition of Done criteria for consistent delivery standards \n Helps de

Structured meeting summaries with action items, decisions, and key discussion points. \n \n Provides a standardized markdown template covering agenda, discussion points, decisions, and action items with ownership and deadlines \n Emphasizes capturing outcomes and key points rather than verbatim transcription, with best practices for timing and clarity \n Includes a parking lot section for tabled topics and next steps tracking to keep discussions organized and follow-up clear \n

Professional editing across four levels: proofreading, copy editing, line editing, and developmental editing. \n \n Covers grammar, punctuation, spelling, and formatting at the surface level, plus deeper work on sentence structure, word choice, and clarity \n Includes comprehensive checklists for evaluating clarity, concision, grammar, style, tone, and document structure \n Provides structured output format with summary, edited text, key improvements, and actionable suggestions for future writin

Structured strategic thinking and business decision guidance for planning and competitive analysis. \n \n Applies a four-phase framework: situational analysis, option generation, decision criteria assessment, and recommendation with rationale \n Covers situational analysis including current state, stakeholders, market dynamics, competitive landscape, and resource constraints \n Evaluates options across strategic alignment, financial impact, resource requirements, risk tolerance, and time horizon

Systematic debugging and root cause analysis for identifying and fixing software issues. \n \n Provides a structured six-step debugging process: understand the problem, gather information, form hypotheses, test hypotheses, identify root cause, and fix with verification \n Includes practical strategies like binary search for code isolation, rubber duck debugging, strategic logging patterns, and git bisect for regression tracking \n Documents common bug patterns (off-by-one errors, null references

Expert guidance on chart selection and data visualization design for clear data communication. \n \n Covers five core chart categories: comparison (bar/column), distribution (histograms/box plots), relationship (scatter/bubble), composition (pie/stacked bars), and trends (line/area) \n Emphasizes four foundational principles: clarity, honesty, simplicity, and accessibility for color-blind audiences \n Provides chart type recommendations with rationale, code examples using matplotlib and plotly,

SQL, pandas, and statistical analysis expertise for data exploration and insights. \n \n Covers SQL fundamentals through advanced techniques including JOINs, subqueries, CTEs, window functions, and query optimization \n Handles pandas workflows for data manipulation, transformation, grouping, filtering, pivoting, and time series analysis \n Provides statistical capabilities including descriptive statistics, hypothesis testing, correlation analysis, and basic predictive modeling \n Delivers code

Comprehensive research assistant that synthesizes information from multiple sources with citations. \n \n Follows a systematic five-step research process: clarifying the question, identifying key aspects, gathering information, synthesizing findings, and documenting sources \n Structures output with executive summary, key findings, detailed analysis by subtopic, areas of consensus and debate, and source evaluation \n Evaluates source credibility across peer-reviewed journals, official reports, r