@shubhamsaboo

project-planner provides a structured methodology for decomposing large initiatives into phased tasks with effort estimates, dependency mapping, and risk identification. includes concrete templates and a worked example demonstrating application to website redesign.

python-expert provides senior-level guidance on code structure, type safety, and correctness with a prioritized development process. covers design, testing, and code review practices but lacks concrete edge case examples.

fact-checker evaluates claims systematically against evidence hierarchies, ratings across a six-point verdicts scale from true to unverifiable, and flags common manipulation patterns like cherry-picking and context removal.

deep-research provides a templated research framework with systematic source evaluation and structured output formatting. covers multi-perspective synthesis and citation discipline but lacks concrete fallback strategies for information gaps or source conflicts.

debugger provides a systematic multi-step framework for identifying and fixing software issues, covering problem understanding, hypothesis testing, and root cause analysis with concrete strategies like binary search and logging patterns.

debugger covers systematic troubleshooting via hypothesis formation, binary search isolation, and strategic logging. provides concrete strategies for common bug patterns but lacks explicit handling of production constraints and recovery procedures.

vertexai-memory-bank enables persistent cross-agent memory via google vertex ai, with auto-recall before turns and auto-capture after. covers gcp setup, plugin installation, and openclaw.json configuration with cli commands for manual memory management.

deep-research provides a templated framework for synthesizing multi-source findings with citations and confidence notation, though it lacks guardrails for source validation and assumes human judgment on credibility assessment.

shubhamsaboo-python-expert provides senior-level guidance on writing clean, typed python code with emphasis on correctness, type safety, and pep 8 compliance. covers code review, optimization, and debugging workflows but delegates specific rules to an external agents.md file.

shubhamsaboo-technical-writer provides templates and writing principles for api docs, readmes, and tutorials. focuses on clarity, examples, and user-centered structure but lacks procedural steps for applying these principles to actual content.

technical-writer provides templates and principles for creating api docs, readmes, and tutorials. covers structure, voice, formatting, and common patterns with runnable examples.

ux-designer provides templated guidance for research, flow design, and accessibility review with a worked example. lacks concrete failure modes and assumes familiarity with design tools and terminology.

shubhamsaboo-code-reviewer provides a prioritized framework for identifying security, performance, and correctness issues in code. execution relies on external rule files that are referenced but not included.

shubhamsaboo-content-creator provides templates and frameworks for blog posts, social media, and marketing copy. platform-specific structures and headline formulas included, but lacks measurable outcomes or failure recovery.

strategy-advisor provides a structured framework for evaluating business options through situational analysis, option generation, and decision criteria. suitable for high-level planning but lacks concrete procedures and failure mode guidance.

sprint-planner provides a template and framework for sprint planning, including capacity math, story point estimation scales, and output formatting. execution details remain sparse.

shubhamsaboo-strategy-advisor provides a templated framework for evaluating business options and setting direction, but lacks concrete procedural steps and edge case handling.

shubhamsaboo-data-analyst covers sql query writing, pandas data manipulation, and statistical analysis, but lacks concrete procedures and actionable workflows for applying these skills.

email-drafter provides templates and tone guidance for composing business emails across common contexts like meeting requests and follow-ups, but lacks procedural depth and error handling.

shubhamsaboo-visualization-expert provides chart selection taxonomy and visualization principles for data communication, but lacks procedural depth and actionable decision trees for real-world scenarios.

fact-checker describes a systematic approach to claim verification using evidence hierarchy and credibility assessment, but provides no actionable steps, api contracts, or error handling for deployment in a real workflow.

editor describes a document revision workflow across four editing levels (proofreading, copy, line, developmental) with emphasis on grammar, clarity, and structural improvements, but lacks executable procedure and output contracts.

fullstack-developer covers react, node.js, and typescript stacks with claims about databases and deployment, but lacks actionable procedures, specific trigger conditions, and failure-mode awareness.

Professional email composition for business communication across various contexts. Use when: writing emails, drafting professional messages, composing replies,…

Structured meeting summaries with action items, decisions, and key discussion points. Use when: taking meeting notes, summarizing discussions, tracking action…

Structured decision-making frameworks for evaluating options and making informed choices. Use when: making decisions, evaluating options, weighing trade-offs,…

Chart selection and data visualization guidance for effective data communication. Use when: creating visualizations, choosing chart types, designing…

SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing…

Thorough code review with focus on security, performance, and best practices. Use when: reviewing code, performing security audits, checking for code quality,…

Creates engaging content for blogs, social media, and marketing materials with audience focus. Use when: writing blog posts, creating social media content,…

Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews,…

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.

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.

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.

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.

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.

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.

Writes marketing copy for landing pages, emails, and social media posts. Use when creating promotional content, sales copy, or brand messaging.