Plugins

7 plugins

PRD to Implementation Plan

Transform a raw product idea into a structured PRD and then into a technical implementation plan with issues.

11 skills · plugin

Common base skills including documentation generators, implementation planning, and utility tools

7 skills · plugin

Component Spec and Pattern Library

Document component anatomy, variants, and usage patterns for consistent implementation.

5 skills · plugin

Growth Loop Implementation

Identify the right growth loop mechanism, then build the acquisition and expansion motions to drive it.

3 skills · plugin

Implement Plan with Git Workflow

Execute a predefined implementation plan step by step using isolated git worktrees and structured version control.

6 skills · plugin

Planning skills for the Han suite: specifying, planning, sequencing, breaking down, and stress-testing work before implementation. Home of plan-a-feature, plan-implementation, plan-a-phased-build, plan-work-items, and iterative-plan-review, plus the discussion-facilitator agent. Depends on han-communication and han-core; bundled by the han meta-plugin.

5 skills · plugin

Reporting and summary skills for the Han suite. Turns feature specifications into plain-language stakeholder summaries (also called executive or business summaries) with diagrams, for sharing with non-technical stakeholders before implementation kicks off.

2 skills · plugin

Results for “implementation”

805 skills

085-aeon-556c1766

Provides guidance on using the Aeon library for time series forecasting, covering model selection, implementation, and evaluation.

Build high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services. Covers design principles, architecture, implementation patterns, and evaluation-driven development.

`analysis-agent`/`task-agent`/`review-agent`: use to recommend a risk-to-test evidence portfolio and omissions; skip test implementation, fixed-command, and release-verdict work.

openspec-ff-change

Fast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for implementation without stepping through each one individually.

joannanowakowska

openspec-ff-change

Fast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for implementation without stepping through each one individually.

automation-workflow-designer

Designs marketing automation workflows: email triggers, branching logic, lead scoring rules, lifecycle stage transitions. Outputs Mermaid diagrams and implementation specs for HubSpot, Klaviyo, and Mailchimp.

Locates files by intent using semantic search, ideal for finding implementations, definitions, or documentation in medium to large repositories.

mongodb-design-analysis

Documents MongoDB's visual design system including colors, typography, layout, elevation, and shapes for UI implementation.

50.9k · bundle

Audits UX quality of a codebase or validates implementation against design mockups, then fixes issues and commits changes.

sakamoto-family-smile

hipaa-compliance

Guides HIPAA-specific healthcare privacy and security work, routing to implementation and review skills with decision gates and guardrails.

Interviews the user in depth about a plan, probing technical implementation, UI/UX, risks, tradeoffs, and missing decisions before writing or refining a spec.

Adds, fixes, and optimizes schema.org structured data (JSON-LD) for rich results, including validation and implementation guidance.

011-tsx-69146321

Identifies common React useEffect anti-patterns and provides corrected implementations using derived state, event handlers, and cleanup functions.

309-pr-60788cb2

Guides writing effective pull request descriptions focused on motivation, public API changes, and user impact while avoiding implementation details.

algorithms-and-data-structures

Enforces complexity analysis, correct data structure selection, vectorization, and algorithm implementation discipline at principal-engineer level.

pump-solana-wallet

Secure Solana wallet generation using official Solana Labs libraries — Ed25519 keypairs, memory zeroization, vanity address generation, offline-only operation, and multi-language implementations (Rust, TypeScript, Bash).

Use when Code implementation and refactoring, architecturing or designing systems, process and workflow improvements, error handling and validation. Provide techniques to avoid over-engineering and apply iterative improvements.

Production-grade accessibility skill for WCAG 2.2 AA compliance. Covers auditing, remediation, component authoring, and validation workflows. Auto-invoked for UI implementation, a11y fixes, and accessibility testing.

Use when Code implementation and refactoring, architecturing or designing systems, process and workflow improvements, error handling and validation. Provide tehniquest to avoid over-engineering and apply iterative improvements.

source-driven-development

Grounds every implementation decision in official documentation, ensuring authoritative, source-cited code free from outdated patterns.

google-mobile-ads-banner

Integrates Google Mobile Ads banner ads into Android and iOS apps, guiding placement and implementation steps.

14.4k · bundle

tilegym-adding-cutile-kernel

Add a new cuTile GPU kernel operator to TileGym, covering dispatch registration, backend implementation, exports, tests, and benchmarks.

architecture-blueprint-generator

Analyzes codebases to generate comprehensive architectural documentation, including technology stack detection, visual diagrams, and implementation patterns.

orchestrate-batch-refactor

Plan and execute large refactor or rewrite efforts efficiently with parallel multi-agent analysis and implementation.

renault-design-analysis

Documents Renault's brand design system including color palette, typography hierarchy, and layout principles for web implementation.

50.9k · bundle

auto-paper-improvement-loop

Iteratively improves a compiled LaTeX paper through two rounds of external LLM review, fix implementation, and recompilation.

Guides the creation of high-quality MCP servers, covering design, implementation, testing, and evaluation for Python and TypeScript.

openspec-explore

Enter explore mode to think through ideas, investigate problems, and clarify requirements before implementation, with optional OpenSpec artifact creation.

Computes Theil's U (uncertainty coefficient) between predictions and ground truth using the torchmetrics implementation, handling categorical data and NaN strategies.

Apply Go best practices, idioms, and conventions from golang.org/doc/effective_go. Use when writing, reviewing, or refactoring Go code to ensure idiomatic, clean, and efficient implementations.

using-git-worktrees

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

vvieira010-pixel

goal-setting-protocol-designer

Design a structured goal-setting protocol using SMART or implementation-intention frameworks for students. Use when launching units, projects, or developing student self-direction habits.

iamanacarolinarezende

Guides database design, implementation, query optimization, migrations, data pipeline development, and operations across SQL and NoSQL platforms.

spec-driven-workflow

Use when the user asks to write specs before code, define acceptance criteria, plan features before implementation, generate tests from specifications, or follow spec-first development practices.

Use when you have a spec or requirements for a multi-step task. Creates comprehensive implementation plans with bite-sized tasks, exact file paths, and complete code examples.

test-driven-development

Write tests before implementation code for new features, bug fixes, and refactoring, following the red-green-refactor cycle.