GitHub
learning-portfolio-assessment
portfolio-assessment for credentials, recognition, and competency validation.
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databases finance investment AI Skills
Discover databases finance investment skills, compare source repositories and read the instructions for each workflow.
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GitHub
generate-constitution
Derive technical development principles FROM user needs in product.md using evidence-based reasoning. Creates constitution.md with architecture decisions, tech stack choices, and development constraints - all t...
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GitHub
architecture-review
Peer review architecture for quality, risks, and optimization opportunities. Analyzes scalability bottlenecks, security vulnerabilities, performance optimization, technology fit, and provides prioritized recomm...
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GitHub
create-adr
Create Architecture Decision Records (ADRs) documenting key architectural choices. Analyzes context, evaluates alternatives, and captures decisions using standard ADR template. Use when documenting database des...
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GitHub
compare-architectures
Generate and compare multiple architecture options (minimal, moderate, full modernization) with comprehensive trade-offs analysis across cost, timeline, risk, performance, and maintainability dimensions. Use wh...
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GitHub
frontend-design-optimizer
Find the best UI/UX design patterns and architectures using deep research. Use when user asks to "improve UI", "optimize UX", "best design for [feature]", or "modern UI patterns".
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GitHub
define-product
Create user-centric product definitions by analyzing the repository, inferring product goals and user needs, clarifying ambiguities through structured questioning, and generating comprehensive product.md docume...
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GitHub
options-analysis
Use when making structured decisions between multiple options - creates weighted scoring spreadsheet with systematic evaluation across considerations grouped by area
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GitHub
learning-feasibility-study
Assess technical, financial, operational, and organizational feasibility of learning projects including resource requirements, budget, timeline, and risk analysis. Use when evaluating project viability before c...
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GitHub
curriculum-analyze-outcomes
Calculate objective mastery rates, analyze performance distributions, identify achievement gaps, and generate learning analytics dashboards. Use when analyzing assessment data, measuring outcomes, or generating...
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GitHub
content-auditor
This skill should be used when users need to evaluate course content, workshop materials, or training programs against a set of evaluation criteria (such as ICP-BAF learning outcomes). The skill audits content...
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GitHub
create-prd
Create comprehensive Product Requirements Documents (PRD) from high-level product ideas with structured market analysis, feature definition, and success metrics for both greenfield and brownfield contexts. Use...
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GitHub
review-task
Orchestrate comprehensive quality assessment by executing 5 specialized quality skills in sequence and synthesizing results into a unified quality gate decision. This skill should be used when performing final...
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GitHub
create-brownfield-prd
Generate Product Requirements Documents (PRD) for existing systems through systematic codebase analysis, feature extraction, and gap identification with confidence scoring for validation-needed areas. Use when...
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GitHub
brand-voice-generator
Develop consistent brand voice and messaging guidelines for companies and personal brands. Creates tone, style, and communication frameworks that align with brand values and target audience preferences.
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GitHub
curriculum-assess-design
Design assessment blueprints mapping learning objectives to valid assessment types and create detailed rubrics with performance criteria. Use when planning assessments, creating rubrics, or ensuring constructiv...
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GitHub
learning-research-designer
research-designer for evidence-based learning research and evaluation.
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GitHub
tracking-research-gaps
Manages research gaps and needed information. Use when user says 'show research gaps', 'what research do I need', 'track research needs', or after drafting chapters that contain [RESEARCH: ...] markers.
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GitHub
learning-mentoring-system
mentoring-system for enhanced learning effectiveness and personal development.
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GitHub
curriculum-design
Write measurable learning objectives using Bloom's Taxonomy and design curriculum architecture with scope, sequence, and assessment blueprints. Use when creating learning objectives, designing unit structure, o...
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GitHub
learning-impact-measurement
impact-measurement for measuring learning effectiveness and business impact.
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GitHub
curriculum-review-pedagogy
Verify constructive alignment between objectives, activities, and assessments; validate instructional design quality and learning science principles. Use when reviewing curriculum quality, checking alignment, o...
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GitHub
learning-tech-selection
tech-selection for learning technology evaluation and implementation.
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GitHub
flows-watch-etfderivatives
Summarize ETF net flows and derivatives context (OI Δ, funding, basis, skew, liquidation bands) from local JSON/CSV drops. Use at open/close or when assessing leverage resets.
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