
Apply Compose Multiplatform patterns for UI architecture, navigation, theming, and performance.
Investigate quality nonconformances, find root causes, and drive CAPA improvements.
Retrieve and update Jira issues, analyze requirements, and streamline team workflows.
Get PostgreSQL best practices for optimization, schema design, indexing, and security.
Build advanced motion, gestures, and animation sequences in React and Next.js.
Optimize energy procurement, tariffs, PPAs, and multi-site energy cost strategies.
Build robust Django tests with pytest-django, TDD, mocks, factories, and API coverage.
Create consistent fundraising documents, financial projections, and investor-facing materials.
Design robust Playwright E2E tests, CI pipelines, and flaky test mitigation.
Get expert guidance for building and maintaining apps with the tinystruct Java framework.
Design, configure, and test Celery async and scheduled jobs in Django.
Create reusable Manim animated explainers for technical concepts, graphs, and system flows.
Troubleshoot BGP sessions, routing policy issues, and collect safe diagnostic evidence.
Apply PyTorch best practices for robust, efficient, reproducible deep learning pipelines.
Orchestrate RFC-based multi-agent workflows with quality gates and merge queues.
Run a pre-release verification loop for Quarkus builds, tests, scans, and reviews.
Learn frontend patterns for React, Next.js, state, performance, and UI best practices.
Learn Rust testing patterns and TDD to improve code quality and reliability.
Translate visa document images into English and generate a bilingual PDF.
Write, run, and improve Perl automated tests with coverage analysis.
Set up and manage Pi-hole DNS, blocking, and home network resolution.
Write idiomatic Go tests, benchmarks, fuzz tests, and improve coverage.
Create animation-rich web presentations or convert PowerPoint decks for talks and pitches.
Build robust Python test suites with pytest, TDD, mocking, and coverage.
Convert local Hermes workflows into sanitized ECC skills and release artifacts.
Run pre-release verification for Spring Boot builds, tests, scans, and diffs.
Run a four-voice council to evaluate tradeoffs before making tough decisions.
Research prediction market signals for products, dashboards, agents, and decision intelligence.
Learn Laravel TDD and automated testing with modern practical techniques.
Learn Pythonic patterns, type hints, and best practices for maintainable code.
Create reproducible, cross-platform development environments with pinned tools and services.
Design security and risk controls for autonomous trading agents with transaction authority
Compare prediction-market baskets with research notes to find gaps and alignment.
Coordinate behavior-preserving code refactors with tests, review, and gated commits.
Accelerate large-scale data pipelines, backfills, and syncs without sacrificing correctness.
Use Exa neural search for web, code, company, and people research.
Coordinate GitHub and Linear workflows for triage, tracking, and execution alignment.
Run repo tasks, debug CI, and deliver fixes with verified evidence.
Find and evaluate Laravel packages, including health and compatibility checks.
Plan Data Atlas agents for Ito basket research and workflow design.
Design, implement, and refactor hexagonal architecture with clear, testable boundaries.
Handle HIPAA privacy, security, PHI, and breach compliance tasks correctly.
Apply Nuxt 4 patterns for SSR safety, performance, and data fetching.
Explore ECC agents, skills, commands, and onboarding from the live repository.
Use Bun for runtime, bundling, testing, packages, and Node migration decisions.
Use the correct Ethereum Keccak-256 hashing in Node.js and TypeScript.
Choose regex first, then add LLMs for low-confidence parsing edge cases.
Generate images, videos, and audio with one unified AI media workflow.
Handle returns, refunds, fraud checks, and warranty claim decisions efficiently.
Design Quarkus 3 backend patterns for messaging, APIs, data, and async workflows.
Review Solidity AMM, liquidity pool, and swap flow security risks.
Design composable Top-K recommendation, ranking, and feed pipelines for user-context decisions.
Build testable Swift code with protocol-based dependency injection and focused mocks.
Apply Laravel security best practices for auth, vulnerabilities, APIs, and deployment.
Provides systematic verification for Claude Code sessions to improve correctness and quality.
Coordinate multi-agent teamwork with ownership, Kanban flow, merge gates, and handoffs.
Safely automate SSH collection, parsing, and controlled network changes with Netmiko.
Learn secure Perl practices to prevent common code and web vulnerabilities.
Process documents with OCR, conversion, extraction, redaction, signing, and form filling.
Review Flutter and Dart code for architecture, performance, accessibility, and security.