willvelida/biotrackr

sdd-2-specify

Create technology-free feature specification — WHAT and WHY, not HOW. Use when: writing a feature specification after the Explore phase, defining acceptance criteria and complexity scores, documenting goals and non-goals.

原文语言：英语

sdd-4-architect

Generate phased implementation blueprint with parallel research subagents. Use when: a clarified specification is ready for architecture planning, creating task tables, scoring complexity, and defining implementation phases.

原文语言：英语

harness-health

Agent drifts, ignores conventions, or misses stale guidance. Audits Biotrackr harness health across four dimensions.

原文语言：英语

sdd-1-explore

Deep codebase research before feature specification — read-only exploration. Use when: starting a new SDD cycle, researching a feature or change before specification, gathering evidence about codebase patterns and constraints.

原文语言：英语

sdd-2b-prep-issue

Generate structured GitHub Issue text from SDD spec and plan artifacts. Use when: a specification is complete and needs to be represented as a GitHub Issue for external tracking, sprint planning, or team visibility.

原文语言：英语

sdd-2c-workshop

Deep design exploration for Workshop Opportunities identified in a specification. Use when: a spec has Workshop Opportunities that need detailed design analysis before clarification, or when a complex topic needs structured option evaluation.

原文语言：英语

sdd-3-clarify

Resolve specification ambiguities through targeted questions. Use when: a specification has NEEDS CLARIFICATION markers, open questions need resolution, or workflow mode and testing approach need to be decided.

原文语言：英语

sdd-3a-adr

Generate an Architecture Decision Record from SDD spec and clarifications. Use when: a feature requires decisions that outlive the feature itself, such as introducing a new datastore, changing a boundary, or adopting a pattern that becomes precedent.

原文语言：英语

sdd-4a-validate

Validate plan readiness before implementation with parallel quality gates. Use when: a plan has been created by the Architect phase and you want to verify completeness, doctrine compliance, and dependency ordering before starting implementation.

原文语言：英语

sdd-4b-didyouknow

Build shared understanding by surfacing non-obvious insights from SDD artifacts. Use when: before complex implementation, after creating a spec or plan, when feeling uncertain about assumptions, or between the Architect and Implement phases.

原文语言：英语

sdd-5-implement

Execute one implementation phase with progress tracking and verification. Use when: implementing tasks from an SDD plan, logging discoveries, updating task tables, and running build/test verification per phase.

原文语言：英语

sdd-6-review

Quality gate review with structured findings and verdict. Use when: reviewing a completed implementation phase, checking spec compliance, convention adherence, test coverage, and issuing APPROVE or REQUEST_CHANGES verdicts.

原文语言：英语

sdd-7-evolve

Encode learnings from completed SDD cycles into the agent harness. Use when: a review has been approved and learnings need to be extracted, classified, and encoded into instruction files, copilot-instructions, or AGENTS.md.

原文语言：英语

blazor-design

Blazor component architecture, Razor component patterns, Radzen UI library, and Blazor-specific UX patterns. Use when: building Blazor components, structuring Razor component hierarchy, using Radzen components, implementing Blazor forms, managing component…

原文语言：英语

dotnet-best-practices

Ensure .NET/C# code meets best practices for the solution/project.

原文语言：英语

dsa-interview-patterns

Classic coding interview patterns including two pointers, sliding window, binary search variants, fast/slow pointers, prefix sums, interval merging, and monotonic stack. Use when: solving array or string problems under interview constraints, recognising which…

原文语言：英语

dsa-system-design

Scalability fundamentals, data partitioning, caching strategies, rate limiting, distributed systems patterns, and microservices data design — bridging classical DSA concepts to real production architecture decisions. Use when: designing or reviewing…

原文语言：英语

dsa-algorithm-paradigms

Core algorithm design paradigms including dynamic programming, greedy algorithms, divide and conquer, sorting, searching, and backtracking with decision guidance and trade-off analysis. Use when: selecting an algorithm paradigm for a new problem, teaching…

原文语言：英语

dsa-foundations

Big-O complexity analysis, recursion, foundational data structures, and problem decomposition for engineers without a formal CS background. Use when: analyzing algorithm complexity, performing Big-O analysis, selecting data structures, reviewing code for…

原文语言：英语

dsa-graphs

Graph representations, BFS, DFS, topological sort, shortest path algorithms, and dependency analysis. Use when: teaching graph theory, analyzing service dependency topologies, implementing BFS or DFS traversal, detecting cycles in dependency graphs,…

原文语言：英语

dsa-linear-structures

Arrays, strings, hash tables, linked lists, stacks, and queues — core linear data structures with complexity analysis, implementation patterns, and common problems. Use when: teaching linear data structures, reviewing code for data structure optimization,…

原文语言：英语

dsa-trees-and-heaps

Binary trees, BSTs, heaps, priority queues, tries, and tree traversal patterns with complexity analysis and practical trade-offs. Use when: teaching tree or heap data structures, analyzing priority queue implementations, reviewing BFS or DFS traversal code,…

原文语言：英语

report-template

Standardized report structure, recommendations, and reportlab PLATYPUS patterns for all Biotrackr health reports

原文语言：英语

chart-best-practices

Best practices for creating professional health data visualizations with matplotlib and seaborn

原文语言：英语

health-data-analysis

Biotrackr health data schema, metric extraction patterns, and analysis techniques for Fitbit activity data

原文语言：英语

accessibility

WCAG 2.2 compliance, ARIA patterns, keyboard navigation, screen reader support, and inclusive design. Use when: reviewing accessibility, adding ARIA attributes, fixing contrast issues, implementing keyboard navigation, creating accessible forms, building…

原文语言：英语

agentic-vulnerabilities

OWASP Agentic Security Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in AI agent systems.

原文语言：英语

cicd-vulnerabilities

OWASP CI/CD Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in continuous integration and continuous delivery environments.

原文语言：英语

docker-vulnerabilities

OWASP Docker Top 6 vulnerability knowledge base for identifying, assessing, and remediating security risks in containerized Docker environments.

原文语言：英语

front-end-performance

Front-end performance optimization including Core Web Vitals, render performance, asset optimization, and perceived speed. Use when: diagnosing slow page loads, optimizing Largest Contentful Paint (LCP), reducing Cumulative Layout Shift (CLS), improving…

原文语言：英语

infrastructure-vulnerabilities

OWASP Infrastructure Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in internal IT infrastructure environments.

原文语言：英语

llm-vulnerabilities

OWASP Top 10 for LLM Applications (2025) vulnerability knowledge base for identifying, assessing, and remediating security risks in large language model systems.

原文语言：英语

mcp-vulnerabilities

OWASP MCP Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in Model Context Protocol environments.

原文语言：英语

ml-vulnerabilities

OWASP Machine Learning Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in machine learning systems.

原文语言：英语

mobile-design

Mobile-first responsive design patterns, touch interaction guidelines, and adaptive layouts. Use when: designing for mobile viewports, implementing responsive breakpoints, optimizing touch targets, creating adaptive navigation, handling mobile-specific UX…

原文语言：英语

mobile-vulnerabilities

OWASP Mobile Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in mobile application environments.

原文语言：英语

oss-vulnerabilities

OWASP Open Source Software Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in open source software dependencies.

原文语言：英语

serverless-vulnerabilities

OWASP Serverless Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in serverless application environments.

原文语言：英语

web-design

Web design fundamentals including layout systems, CSS architecture, design tokens, typography, and component-based UI patterns. Use when: building page layouts, creating design systems, structuring CSS, choosing layout approaches (grid vs flexbox),…

原文语言：英语

web-vulnerabilities

OWASP Top 10 for Web Applications (2025) vulnerability knowledge base for identifying, assessing, and remediating security risks in web application environments.

原文语言：英语