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41 skillsfor “implementation”
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Agent Skills cover with Spec, Plan, Build, Test, Review, Simplify and Ship workflow labels.
Free
Other utilities

Incremental Implementation

Implement changes as thin vertical slices that can be checked and committed independently.

116.3KStars12.2KForks
Repository last pushed

Organize and implement code-review feedback.

  • code-review
  • development
694Stars98Forks
Repository last pushed

Translate an approved tracking plan into SDK-specific identify, group, and track patterns with architecture and integration guidance.

  • product-analytics
  • sdk
  • instrumentation
45Stars5Forks
Repository last pushed
Official Claude-Mem demonstration: a coding session beside a browser showing persistent observations.
Free
Documents

Claude-Mem Implementation Planning

Build a phased implementation plan grounded in discovered documentation, exact APIs, and verification criteria.

116.9KStars10.1KForks
Repository last pushed

Implement and verify SQL driver adapters for Prisma ORM 7.

  • prisma
  • database
  • typescript
80Stars8Forks
Repository last pushed
Agent Skills cover with Spec, Plan, Build, Test, Review, Simplify and Ship workflow labels.
Free
Tools & workflows25 skills

Addy's Agent Skills

25 engineering workflows for requirements, planning, implementation, testing, review, performance and production delivery.

116.3KStars12.2KForks
Repository last pushed
Waza agent status line
Free
Development & APIs

Waza Think

Develop rough ideas into implementation plans with explicit decisions and handoff details.

7.6KStars436Forks
Repository last pushed

Survey a codebase's animation and motion code as a senior motion advisor, then produce a prioritized audit and self-contained implementation plans for other agents (or cheaper models) to execute. Read-only on source code — it plans improvements, it does not apply them. Use when the user asks to "improve the animations", "audit the motion", "make this app feel better", or wants a roadmap of animation fixes rather than a review of a single diff.

  • web animation
  • ui review
57KStars3.3KForks
Repository last pushed
Official Claude-Mem demonstration: a coding session beside a browser showing persistent observations.
Free
Development & APIs

Claude-Mem Execute a Plan

Execute a phased plan with separate implementation, verification, quality review, and branch handoff responsibilities.

116.9KStars10.1KForks
Repository last pushed
Official Minimal template preview: a light landing page with restrained typography, spacious layout and a single primary action.
Free
UI & UX design

Awesome Design Skills

A unified design Skill library with selectable visual templates, reusable UI tokens, component rules and implementation checks for AI coding assistants.

3.6KStars340Forks
Repository last pushed

HumanLayer workflows for visual explanations and staged research, design and implementation.

  • agent workflows
5.7KStars204Forks
Repository last pushed

Review a design document for clarity, design risks and implementation readiness.

  • design-review
  • software-architecture
17.8KStars1.3KForks
Repository last pushed

Build native-feeling, benchmark-quality mobile app screens (Expo / React Native). Use when designing or implementing any mobile UI — screens, flows, onboarding, paywalls, tab bars, sheets, settings, empty states — or when polishing motion, navigation, typography, dark mode, or perceived performance. Enforces Apple HIG fidelity, semantic colors, native controls, anti-slop discipline, navigation semantics (push vs replace, modal vs sheet vs overlay, the one-way doors where back must not exist), purposeful Reanimated motion, a full-motion simulator-verified iteration loop, and a study-real-apps-first workflow (pairs with the Appllama MCP). Trigger on "build a screen", "make this screen better", "design the onboarding", "wire up this flow", "polish the UI", "make it feel native", or any mobile design/implementation task.

  • react native
  • mobile design
5.2KStars262Forks
Repository last pushed

Building Animations

Emil Kowalski

Build an animation from scratch, making the decisions in the order that determines whether it feels right — should it animate at all, what purpose, which tool, which properties, which curve and duration, how it interrupts, how it exits. Writes the implementation. Use when asked to animate something, add motion, make a component feel alive, or build a transition. For critiquing existing motion use review-animations; for auditing a whole codebase use improve-animations.

  • web animation
  • motion design
57KStars3.3KForks
Repository last pushed

Work through research, design documents and implementation in user-selected phases.

  • research
  • project planning
5.7KStars204Forks
Repository last pushed

Feature Planning

mhattingpete

Break a feature request into an actionable implementation plan.

  • planning
  • development
694Stars98Forks
Repository last pushed
Official Matt Pocock Skills banner with the text AI Skills for Real Engineers and a portrait of Matt Pocock.
Free
Other utilities

implement

Implement work from a spec or tickets, using test-driven development and code review.

322.4KStars27KForks
Repository last pushed
Agent Skills cover with Spec, Plan, Build, Test, Review, Simplify and Ship workflow labels.
Free
Documents

Spec-Driven Development

Write a reviewed specification covering objectives, commands, structure, code style, testing and boundaries before implementation.

116.3KStars12.2KForks
Repository last pushed
Author’s README screenshot: REA starts its Hopper analysis bridge while inspecting the /usr/bin/true Mach-O binary.
Free
Skills & MCP

REA — Reverse Engineer Anything

Ask Claude Code or Codex how one app feature works, get the code evidence, and plan your own implementation with REA.

453.9KStars111.6KForks
Repository last pushed

Roadmap Planner

Alexander Fedin

Plan phases, resources, milestones and risks for implementation.

  • planning
18Stars5Forks
Repository last pushed
Exploded technical illustration of a hard disk drive, with its cover, head assembly, platters, enclosure and circuit board.
Free
Web & UI14 skills

Interfaces Skills

A collection of 14 agent skills for interface reviews, UI implementation, component testing and technical illustration.

12.1KStars468Forks
Repository last pushed
Official Matt Pocock Skills banner with the text AI Skills for Real Engineers and a portrait of Matt Pocock.
Free
Other utilities

implement-spec

Coordinate ticket dependencies and implementation agents on one integration branch.

322.4KStars27KForks
Repository last pushed

UI Craft

educlopez

Use for UI design and implementation work to avoid generic AI-looking interfaces. Provides anti-slop rules, a required discovery phase before coding, and guidance for layout, typography, color, motion, accessibility, dashboards, tables, landing pages, theming, and polish. Trigger when editing UI code or reviewing and refining components, pages, screens, layouts, animations, responsive behavior, or design systems.

  • ui design
  • frontend
459Stars24Forks
Repository last pushed
Repomix output file in a coding workspace
Free
Development & APIs

Contextual Commits

Write commit messages that retain implementation intent, decisions, constraints, and lessons.

29.2KStars1.6KForks
Repository last pushed