Results for “implementation”

Use when moc expertise is needed to unblock implementation decisions.

Use when tag expertise is needed to unblock implementation decisions.

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.

Use this skill for repo mapping, entry points, ownership, dependency graph, risk areas, impact analysis before implementation. Trigger when the task involves programming work related to Codebase Map Indexer, implementation, audits, debugging, strategy, or validation.

Agent profile for write developer docs, user docs, API docs, tutorials, changelogs, and concise implementation notes. Use when Codex needs a specialist agent perspective for planning, implementation, review, debugging, validation, or handoff in this domain.

Run the full cenci plan, test, implementation, review, and pull-request pipeline.

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

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

Use this skill for turning issues into implementation plans, branches, code changes, tests, and PR descriptions. Trigger when the task involves programming work related to Issue To PR Agent, implementation, audits, debugging, strategy, or validation.

Audit specs against codebase — find unimplemented features, diverged implementations, and undocumented code

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

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

Use for rapid read-only discovery of files, APIs, and relevant implementation areas.

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

Search reference implementations and code examples from Adobe's Block Collection and community Block Party for AEM Edge Delivery blocks, plugins, and build tools.

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.

Decompose a single roadmap phase into implementation steps, tests, and file-level detail

Generate tests for a completed phase based on UAT criteria and implementation

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.

Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers.

Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers.

Read-only animation audit system — analyze a project's existing animations, identify quality gaps, and generate actionable improvement plans. Never modifies source code. Phases: Recon → Parallel Audit → Vetting → Implementation Plans. Pairs with apple-design for physics validation and gsap-animation for implementation.

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

Execute the implementation planning workflow using the plan template to generate design artifacts.

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

Execute the implementation planning workflow using the plan template to generate design artifacts.

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

[EXPLICIT INVOCATION ONLY] Creates dependency-aware implementation plans optimized for parallel multi-agent execution.

Produces a plain-language stakeholder summary from an existing feature specification, for sharing with non-technical stakeholders before implementation kicks off. Use when the user wants to draft a stakeholder summary, executive summary, or business summary of a feature spec or PRD. Does not write the spec itself — use plan-a-feature. Does not sequence the build into phases — use plan-a-phased-build. Does not produce an implementation plan — use plan-implementation.

Tests OAuth 2.0 and OpenID Connect implementations for security flaws including authorization code interception, redirect URI manipulation, CSRF in OAuth flows, token leakage, scope escalation, and PKCE bypass.