Results for “implementation”

Assesses new tools, technologies, and integration options for adoption, comparing vendors and recommending implementations.

Guides technical verification of code review feedback before implementation, emphasizing reasoned pushback over performative agreement.

Implements and applies algorithms concepts, designs solutions using algorithmic principles, and optimizes performance for algorithm implementations.

Implements tasks from an OpenSpec change, tracking progress and pausing for clarification when needed.

Moves tracker issues through a structured triage state machine with category and readiness decisions; use to evaluate or prepare work items for implementation.

Use before any creative or ambiguous work - new features, new components, or behavior changes - to explore intent, requirements, and design before implementation starts.

Audit screens against Nielsen's heuristics and mobile UX best practices using the StyleSeed Toss design language as the implementation context.

KV cache compression for LLM inference — 4.4x compression, 2x context capacity, near-lossless quality. ICLR 2026 paper implementation with vLLM integration.

Validate cryptographic implementations against known attacks and edge cases using Wycheproof test vectors.

Creates a complete change proposal with design, specs, and tasks in one step, ready for implementation.

Explains cryptographic primitives and provides Python implementations for encryption, hashing, key exchange, and digital signatures.

Reference for AWS services, architecture patterns, and Well-Architected Framework implementation.

Creates a complete change proposal with design, specs, and tasks in one step, ready for implementation.

Shape a rough product or project idea into a scoped brief before customer discovery, market research, specifications, UX, UI, or implementation planning

Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.

Generate comprehensive checklists to validate requirements quality (Unit Tests for Specs). Critically examine the spec for clarity, completeness, and consistency before implementation starts.

Scaffold new babysitter process definitions following SDK patterns, proper structure, and best practices. Guides the 3-phase workflow from research to implementation.

MUX Architect IA — Expert en architecture UX technique, CSS systems, motion design systems, et implementation developer-friendly. Pont entre design et code.

[BETA] Execute work with external delegate support. Same as ce-work but includes experimental Codex delegation mode for token-conserving code implementation.

Engineering privacy and data governance: PII detection, data flow mapping, consent patterns, GDPR/CCPA-compliant implementation, DPIA. Use when privacy-by-design is needed.

Create comprehensive, phased implementation plans with sprints and atomic tasks. Use when user says: "make a plan", "create a plan", "plan this out", "plan the implementation", "help me plan", "design a plan", "draft a plan", "write a plan", "outline the steps", "break this down into tasks", "what's the plan for", or any similar planning request. Also triggers on explicit "/planner" or "/plan" commands.

Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation.

Guides database design, implementation, optimization, migration, pipeline development, and operations across SQL and NoSQL platforms.

Guides database design, implementation, optimization, migration, pipeline development, quality, and operations across SQL and NoSQL platforms.

Explains ACID transaction properties and provides Python implementations for atomic operations, consistency validation, isolation levels, and durable storage.

Guides collaborative dialogue to turn ideas into fully formed designs and specs, exploring intent, requirements, and design before implementation.

Resolves legacy references to the e2e-runner capability by routing to the current runtime implementation, agent, or plugin skill.

Guides database design, implementation, optimization, migration, pipeline development, quality, and operations across SQL and NoSQL platforms.

Guides database design, implementation, optimization, migrations, data pipelines, and operations across SQL and NoSQL platforms.

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

Fast-executing ML engineer for experiments. Use when the user asks to talk to Jett, requests the ML engineer, or needs experiment implementation.

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

Post-implementation quality gate that reviews changes, fixes small issues (scout rule), creates tasks for medium issues, and generates analysis for large issues.

Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.