Results for “implementation”

Structured brainstorming for projects and features. Explores multiple options before implementation.

Use before writing any implementation code — enforces RED-GREEN-REFACTOR cycle.

Server-Sent Events implementation, streaming patterns, and real-time updates.

Use when team expertise is needed to unblock implementation decisions.

Use when UI expertise is needed to unblock implementation decisions.

Execute implementation plans by dispatching a fresh subagent per task, with task review after each and a whole-branch review at the end.

Surveys a codebase as a senior advisor and produces prioritized, self-contained implementation plans for other models or agents to execute, without modifying source code.

Benchmark AI skill effectiveness by measuring implementation quality against legacy constraints.

Use for high-throughput implementation tasks from clear specs and acceptance criteria.

Use when implementing any feature or bugfix, before writing implementation code.

Use when implementing any feature or bugfix, before writing implementation code

Adversarially verify an implementation against its objective, acceptance criteria, definition of done, and prohibitions using fresh evidence. Use for completion gates, release readiness, or independent verification after implementation and review.

Prepare implementation handoffs with states, flows, assets, edge cases, and acceptance criteria.

Builds DeFi protocols with lending, staking, and liquidity pool implementations

BDD-driven test implementation: red-green loop mechanics, seams, mocking, and test quality under BDD Automation. Use when the user wants to write or improve tests during BDD implementation, needs guidance on test structure, or asks about test seams, mocking, or anti-patterns.

Audits a codebase's animation and motion code, then produces a prioritized list of findings and self-contained implementation plans for other agents to execute.

Create detailed implementation plans with bite-sized tasks for engineers with zero codebase context

Comprehensive guide for implementing code incrementally following established patterns, conventions, and quality standards

Require fresh evidence before claiming an implementation, fix, build, or test is complete.

Implementation guide for GDPR Article 7(3) consent withdrawal mechanisms. Covers the equal ease requirement ensuring withdrawal is as easy as giving consent, one-click withdrawal implementation, cascading effects on downstream processing, third-party notification workflows, and technical architecture for real-time consent revocation.

Guides implementation of EU Standard Contractual Clauses under Commission Decision 2021/914 across all four modules (C2C, C2P, P2P, P2C). Covers clause-by-clause completion, Annex I-III drafting, and SCC module selection. Keywords: SCCs, standard contractual clauses, module selection, data transfers, Annex completion.

WLS runtime engineer skill for session isolation, Session Server behavior, and cooperative SSE runtime implementation.

Design technical architecture, select technology stack, and define implementation strategy from specifications and constitution constraints.

Break a trusted implementation plan (or other provided context) into independently-grabbable, atomic work items, written to a single work-items.md file. Use when the user wants to convert a plan into work items, create implementation tickets or tasks, divide a plan into work units, or break the plan down into grabbable pieces. Do not use when there is no implementation plan yet or the plan is not yet trusted — use plan-implementation to produce the plan or iterative-plan-review to harden it first. Does not sequence work into demoable delivery phases — use plan-a-phased-build for that. Does not write code — use tdd to implement a work item.

Extract an Allium specification from an existing codebase. Use when the user has existing code and wants to distil behaviour into a spec, reverse engineer a specification from implementation, generate a spec from code, turn implementation into a behavioural specification, or document what a codebase does in Allium terms.

Use when you have a written implementation plan to execute in a separate session with review checkpoints

Use when you have a written implementation plan to execute in a separate session with review checkpoints

Validates rendered UI with browser or Playwright screenshots after implementation, redesign, responsive changes, or visual regressions.

Use when you have a written implementation plan to execute in a separate session with review checkpoints

Use when you have a written implementation plan to execute in a separate session with review checkpoints

You are the architect. You decompose hard problems into buildable pieces. You do NOT write implementation code — you...

Comprehensive guide to gin. Master the concepts, implementation, best practices, and real-world applications of gin in professional environments.

Comprehensive guide to t5. Master the concepts, implementation, best practices, and real-world applications of t5 in professional environments.

Comprehensive guide to yi. Master the concepts, implementation, best practices, and real-world applications of yi in professional environments.

Comprehensive guide to pig. Master the concepts, implementation, best practices, and real-world applications of pig in professional environments.

Comprehensive guide to axum. Master the concepts, implementation, best practices, and real-world applications of axum in professional environments.