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rust
by kprsnt2
Best practices for Rust development including ownership, error handling, and async patterns.
testing
by kprsnt2
Testing patterns and best practices for unit, integration, and E2E testing.
security
by kprsnt2
Application security best practices including OWASP Top 10, authentication, and data protection.
vue
by kprsnt2
Vue.js development best practices including Composition API, state management, and performance.
integration-testing
by vineethsoma
Frontend-backend integration patterns, CORS configuration, API contract validation, and build hygiene for full-stack TypeScript applications. Use when integrating separate services or debugging cross-origin issues.
revenue-acceleration
by ScientiaCapital
GTM workflows for revenue acceleration across Scientia projects. Use for demo preparation, sales outreach, battle cards, pricing strategy, and revenue tracking. Triggers on "revenue focus", "prepare demo", "sales outreach", "battle card", "GTM strategy", "pricing", "tier-1 projects".
supabase-mastery
by ScientiaCapital
Master Supabase patterns for migrations, RLS policies, pgvector, and authentication. Use when creating database schemas, writing migrations, implementing row-level security, setting up auth, or debugging Supabase issues. Triggers on "supabase migration", "RLS policy", "row level security", "pgvector", "supabase auth", "magic link".
feature-orchestration
by vineethsoma
Story orchestration with progress tracking, standardized directory structure, and validation
task-delegation
by vineethsoma
Delegate user stories with complete context, clear acceptance criteria, and validation
retrospective-workflow
by vineethsoma
Systematic post-story retrospective process with automated metrics gathering, structured feedback collection, and Agent Package Manager handoff generation
tdd-workflow
by vineethsoma
Test-Driven Development workflow with TDD commit convention, compliance tracking, and validation
secure-development
by vineethsoma
Security best practices for production applications including PII protection, input validation, SQL injection prevention, XSS mitigation, and secure logging. Apply when handling user data, authentication, or external inputs.
vector-search
by vineethsoma
Semantic search using vector embeddings and similarity metrics. Apply when implementing search with embeddings (OpenAI, Sentence Transformers) or distance-based ranking. Covers cosine similarity, Euclidean distance, dot product, and threshold selection.
langextract
by aeonbridge
Extract structured information from unstructured text using LLMs with source grounding. Use when extracting entities from documents, medical notes, clinical reports, or any text requiring precise, traceable extraction. Supports Gemini, OpenAI, and local models (Ollama). Includes visualization and long document processing.
auto-commit
by IHKREDDY
Generates semantic commit messages from staged changes. Analyzes git diff and creates conventional commit messages. Use when users want to commit with good messages, mention "commit", "save changes", or ask for commit message suggestions.
api-docs
by IHKREDDY
Generate OpenAPI/Swagger documentation from code
dependency-update
by IHKREDDY
Check for outdated packages and create update PRs
sprint-summary
by IHKREDDY
Generate sprint review summary from completed Jira tickets
hotfix-workflow
by IHKREDDY
Rapid hotfix branch creation, fix application, and PR to main
code-docs
by IHKREDDY
Generate or update documentation from code analysis
standup-report
by IHKREDDY
Generate daily standup summary from Git commits and Jira activity
release-notes
by IHKREDDY
Generates release notes and changelogs from merged PRs and commits between versions. Use when preparing releases, creating changelogs, or users mention "release notes", "changelog", "what's new", or version tags.
tech-debt-report
by IHKREDDY
Find TODOs, deprecated APIs, and outdated patterns in codebase
security-scan
by IHKREDDY
Run security checks before PR including secrets, vulnerabilities, and best practices