Skills

All Skills

implementing

Skills tagged with #implementing

@utkarsh

Next.js SEO & AEO Skill (2026)

This skill guides implementation of production-grade SEO and Answer Engine Optimization for Next.js 15 App Router projects. It covers both traditional Google search and the new AI answer engines (ChatGPT Search, Perplexity, Google AI Overviews).

SEO
6mo ago
3
@KyleJamesWalker

vscode-extension-expert

This skill provides expert-level guidance for VS Code extension development. Use when implementing new extension features, debugging extension code, designing WebView UIs, implementing Language Server Protocol features, or optimizing extension performance. Covers activation events, contribution points, VS Code API patterns, security best practices, testing strategies, state persistence, file watchers, singleton webview pattern, and publishing workflows.

KyleJamesWalker/vscode-cc-agent-manager
6mo ago
50
@definev

zenrouter

Implement and extend routing using the zenrouter Coordinator pattern. Use this skill when the user asks to add a route, feature module, layout, redirect rule, redirect guard, nested coordinator, or navigate programmatically. Triggers on: route, router, routing, coordinator, CoordinatorModular, RouteModule, NavigationPath, IndexedStackPath, RouteLayout, RouteRedirectRule, RedirectRule, RedirectResult, parseRouteFromUri, push, pop, replace, navigate, deep link, toUri, parentLayoutKey, layoutKey, bindLayout, RouteUnique, RouteGuard, RouteRedirect, notFoundRoute, zenrouter.

definev/zenrouter
6mo ago
950
@dadederk

ios-accessibility

Expert guidance on iOS accessibility best practices, patterns, and implementation. Use when developers mention: (1) iOS accessibility, VoiceOver, Dynamic Type, or assistive technologies, (2) accessibility labels, traits, hints, or values, (3) automated accessibility testing, auditing, or manual testing, (4) Switch Control, Voice Control, or Full Keyboard Access, (5) inclusive design or accessibility culture, (6) making apps work for users with disabilities.

dadederk/iOS-Accessibility-Agent-Skill
6mo ago
920
@DogaOztuzun

bmad-story-cycle

Full epic development cycle: all stories implemented, verified, reviewed, and merged in sequence. Use when user says "dev epic N", "run story cycle", "implement epic [N]", or "story cycle [N.M]" to resume from a specific story.

DogaOztuzun/branchdeck+3 more
6mo ago
170
@flutter-it

feed-datasource-expert

Expert guidance on implementing paginated feeds and infinite scroll in Flutter using FeedDataSource and PagedFeedDataSource patterns. Covers base feed data source, cursor-based pagination, auto-pagination at length-3, proxy lifecycle with reference counting, feed widget implementation, filtered feeds, event bus integration, and creation with createOnce. Use when building paginated lists, infinite scroll, feed views, or managing proxy lifecycle in feeds.

flutter-it/watch_it+1 more
6mo ago
1850
@horiacristescu

judge

Blind evaluation pattern. Agent spawns an independent judge to evaluate an idea, plan, strategy, statement, or implementation. The judge sees the repo but not the conversation. Verdict goes to a shared markdown file.

horiacristescu/claude-playbook-plugin+1 more
6mo ago
100
@likec4

Add New Element Shape — Agentic Workflow

You are an agent implementing a new element shape in the LikeC4 codebase. Follow this workflow phase by phase. **Do not skip phases or reorder steps.** Pause at marked checkpoints and wait for user confirmation before continuing.

likec4/likec4+1 more
6mo ago
2.9K0
@pillip

A Claude Code kit that turns a PRD into shipped code — 32 AI agents, 21 skills, full implement-review-ship pipeline

pillip/claude-dev-kit
6mo ago
50
@jnorthrup

conductor

Compact Conductor skill. Use when the user wants the Conductor workflow or asks to run `conductor implement` or `conductor unbias`.

jnorthrup/conductor2
6mo ago
480
@mhawthorne

Fix Stuck Gza Task Inline

Use this skill when an implementation task is stuck in review/improve churn — the same blockers keep reappearing, or a previous improve/fix pass failed to close them. `fix` is escalation: it **diagnoses why the loop is happening** before making any edits, then applies a bounded repair scoped stric

mhawthorne/gza+14 more
6mo ago
110
@lis186

code-flow-tracer

Trace code execution paths and data flow. Use when user asks "how does X work", "what happens when X", "trace the flow of X", "where does data come from", or needs to understand feature implementation.

lis186/SourceAtlas+10 more
6mo ago
320
@vict00r99

rune-diff

Compare a RUNE specification against its implementation to detect drift. Use when verifying that code still matches its spec after modifications, or when auditing existing implementations against their contracts.

vict00r99/Rune-stone+5 more
6mo ago
580
@olddonkey

codex-implementation-loop

Delegate implementation work to Codex (via the codex-companion runtime), then review its diff, send it back to iterate, gate on the full test suite, and ship it as a PR. Use this whenever the user wants Codex to write code, mentions handing off / delegating implementation to Codex, asks to work through a plan or spec unit-by-unit with Codex doing the coding, or wants a review-and-merge loop wrapped around Codex output — and also when resuming such a loop ("keep going", "next unit", "继续下一个"). It encodes constraints that are expensive to rediscover: Codex runs in the real environment with effectively read-only git, must not be pointed at a full test suite by default, accepts only specific --effort values, and its self-report is a claim rather than evidence.

olddonkey/olddonkey-skills+3 more
1mo ago
150
@shinshin86

add-chat-model

Add a new chat model id to @aituber-onair/chat and wire it through constants, provider implementation, tests, example UI selector, docs, and versioning updates. Use when requests include adding a new model, supporting a specific model id, adding a provider model, or updating supported models for providers such as claude, gemini, and openai.

shinshin86/aituber-onair+1 more
6mo ago
330
@axledbetter

frontend-impl-playbook

Stack-aware frontend implementation playbook for autopilot impl-agents. When a task touches *.tsx/*.jsx/*.css files, dispatchers prepend this playbook to the agent's brief so the first draft already meets the design-quality floor (reuse existing primitives, design tokens only, four states by default, accessibility baseline, mobile-first). Read this skill manually before implementing UI changes if your autopilot version does not auto-attach it yet.

axledbetter/cadence+2 more
5mo ago
90
@Fuenfgeld

pydantic-evals

Test and evaluate AI agents and LLM outputs using code-first evaluation framework with strong typing. Use when the user wants to: (1) Create evaluation datasets with test cases for AI agents, (2) Define evaluators (deterministic, LLM-as-Judge, custom, or span-based), (3) Run evaluations and generate reports, (4) Compare model performance across experiments, (5) Integrate evaluations with Pydantic AI agents, (6) Set up observability with Logfire, (7) Generate test datasets using LLMs, (8) Implement regression testing for AI systems.

Fuenfgeld/pydantic-ai-skills
4mo ago
90
@huggingface

cuda-kernels

Provides guidance for writing and benchmarking optimized CUDA kernels for NVIDIA GPUs (H100, A100, T4) targeting HuggingFace diffusers and transformers libraries. Supports models like LTX-Video, Stable Diffusion, LLaMA, Mistral, and Qwen. Includes integration with HuggingFace Kernels Hub (get_kernel) for loading pre-compiled kernels. Includes benchmarking scripts to compare kernel performance against baseline implementations.

huggingface/kernels
6mo ago
4980
@Azure

spector-test-implementer

Implements Spector integration tests for the autorest.typescript codegen. Given one or more test case paths (e.g., "encode/numeric"), creates or updates the corresponding .spec.ts files in packages/typespec-ts/test/azureModularIntegration/. Use when the user wants to add new Spector test cases, implement missing test scenarios, or update existing integration tests for azure-modular clients.

Azure/autorest.typescript
6mo ago
1840
@skryl

phased-prd-red-green

Create or update a phased PRD and then execute delivery using a strict red/green workflow. Use when a task spans multiple steps, has cross-cutting impact, needs explicit exit criteria, or requires reliable test-driven implementation sequencing.

skryl/mlx-ruby
6mo ago
360
@kingbootoshi

codex-orchestrator

DEFAULT PIPELINE for all tasks requiring execution. You (Claude) are the strategic orchestrator. Codex agents are your implementation army - hyper-focused coding specialists. Trigger on ANY task involving code, file modifications, codebase research, multi-step work, or implementation. This is NOT optional - Codex agents are the default for all execution work. Only skip if the user explicitly asks you to do something yourself.

kingbootoshi/codex-orchestrator
6mo ago
2310
@dreamlx

mo-arch

Query code architecture using README_AI.md index files. Use when user asks about project structure, where features are implemented, how modules work, or wants to understand codebase architecture. Triggered by questions like "what does this do", "where is X implemented", "how does module Y work".

dreamlx/codeindex
5mo ago
50
@ZhihaoAIRobotic

arxiv-doc-builder

Automatically convert arXiv papers to well-structured Markdown documentation. Invoke with an arXiv ID to fetch materials (LaTeX source or PDF), convert to Markdown, and generate implementation-ready reference documentation with preserved mathematics and section structure.

ZhihaoAIRobotic/ClawPhD+5 more
6mo ago
1310
@nspady

gcal-api-research

Expert research tool for Google Calendar API implementations. PROACTIVELY use when (1) reviewing PRs adding calendar features, (2) planning new event/attendee/recurring event functionality, (3) investigating calendar API issues, (4) validating timezone handling or batch operations. Specializes in recurring events, timezone conversions, multi-calendar support, and edge case identification.

nspady/google-calendar-mcp+1 more
6mo ago
1.0K0
@flutter-it

flutter-architecture-expert

Architecture guidance for Flutter apps using the flutter_it construction set (get_it, watch_it, command_it, listen_it). Covers Pragmatic Flutter Architecture (PFA) with Services/Managers/Views, feature-based project structure, manager pattern, proxy pattern with optimistic updates and override fields, DataRepository with reference counting, scoped services, widget granularity, testing, and best practices. Use when designing app architecture, structuring Flutter projects, implementing managers or proxies, or planning feature organization.

flutter-it/get_it+1 more
6mo ago
1.5K0
@TechDufus

intent

Extract the underlying intent behind a request, issue, PR, or diff. Focus on problem and desired outcome; do not propose implementation, testing strategy, or rollout plans.

TechDufus/dotfiles
6mo ago
3960
@zenstory-ai

Agent Note: 对标拆解技能,以及 9 部 App 连播漫剧实测带来的补强

Status: implemented

zenstory-ai/drama-skills+1 more
16h ago
3.8K0
@DrCatHicks

learning-goal

Guide the learner through a structured goal-setting exercise grounded in research on Mental Contrasting with Implementation Intentions (MCII). The exercise helps developers set concrete learning goals, visualize meaningful outcomes, anticipate realistic obstacles, and build if-then plans to overcome them.

DrCatHicks/learning-goal
6mo ago
480
@PlayFab

validate-gsdk

Validates PlayFab Game Server SDK (GSDK) integrations in game server projects. Use when asked to check, validate, audit, or fix a GSDK implementation. Supports C++, C#, Java, Unity, and Unreal SDKs.

PlayFab/gsdk
6mo ago
1650
@mskelton

create-rule

Create a new ESLint rule for eslint-plugin-playwright. Use when asked to implement a new rule, add a rule, or create a lint rule for this plugin.

mskelton/eslint-plugin-playwright
6mo ago
3770
@raullenchai

perfup

Autonomous performance optimization: research, PoC, benchmark, implement, review, PR

raullenchai/Rapid-MLX
6mo ago
1.6K0
@13luiz

Harness Engineering Guide

You are a harness engineering consultant. Your job is to audit, design, and implement the environments, constraints, and feedback loops that make AI coding agents work reliably at production scale.

13luiz/skills
6mo ago
60
@howells

detail

Internal skill for creating implementation plans. Invoked by /arc:implement, not directly. Creates detailed plans with exact file paths, test code, and TDD cycles.

howells/arc+5 more
5mo ago
210
@sandsower

concierge

Search Memento Vault for past decisions, discoveries, and session history. Use when the user asks what was decided, where something was implemented, or what prior sessions found.

sandsower/memento-vault+6 more
6mo ago
60
@wshobson

accessibility-compliance

Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or ensuring inclusive user experiences.

wshobson/agents+31 more
6mo ago
31.2K0
@sshh12

diy-mcp-connector

Builds a dedicated MCP server for a single web app by walking through API discovery, tool design, security review, implementation, testing, and deployment. Use when the user asks to create an MCP server, connect a web app to Claude Code, or build a tool integration for any web app.

sshh12/claude-plugins+2 more
6mo ago
100
@nex-agi

NexAU Agent Builder

This skill provides the procedural knowledge and reference material needed to implement NexAU agents correctly and efficiently.

nex-agi/NexAU
6mo ago
500
@EvanZhang008

Core Layer — Implementation Details

Detailed internals for `src/core/`. For architecture overview, see project `CLAUDE.md`.

EvanZhang008/open-walnut+18 more
11h ago
910
@caido-community

write-check-v2

Write security checks using the CheckDefinitionV2 system. Use when creating new checks, converting V1 checks to V2, or when the user asks to implement a vulnerability scanner check. Covers defineCheckV2, defineRegexCheck, CheckContext API, parameter injection, testing with testCheck/mockTarget, and registration.

caido-community/scanner
6mo ago
390
@navox-labs

fullstack

Senior Full Stack Engineer that builds production code with unit tests from architecture docs and UX specs. Trigger on build, implement, code, debug, refactor, full stack, frontend, backend, or auth implementation.

navox-labs/agents
6mo ago
70
@roboco-io

update-hwpx-differences

Updates the HWPX-Markdown differences documentation when a new conversion issue is found or a new handling method is implemented. Use this skill when fixing HWPX parsing issues, adding new format handling, or discovering incompatibilities between HWPX and Markdown.

roboco-io/hwp2md
6mo ago
510
@nexmoe

orpc-contract-first

Guide for implementing oRPC contract-first API patterns in Dify frontend. Triggers when creating new API contracts, adding service endpoints, integrating TanStack Query with typed contracts, or migrating legacy service calls to oRPC. Use for all API layer work in web/contract and web/service directories.

nexmoe/VidBee+1 more
6mo ago
7.1K0
@mcollina

fastify-best-practices

Guides development of Fastify Node.js backend servers and REST APIs using TypeScript or JavaScript. Use when building, configuring, or debugging a Fastify application — including defining routes, implementing plugins, setting up JSON Schema validation, handling errors, optimising performance, managing authentication, configuring CORS and security headers, integrating databases, working with WebSockets, and deploying to production. Covers the full Fastify request lifecycle (hooks, serialization, logging with Pino) and TypeScript integration via strip types. Trigger terms: Fastify, Node.js server, REST API, API routes, backend framework, fastify.config, server.ts, app.ts.

mcollina/skills+7 more
6mo ago
1.4K0
@ruby-git

breaking-change-analysis

Assesses the impact of API changes before implementation to understand what code would break and plan appropriate migration paths. Use when removing methods, changing interfaces, or planning deprecations.

ruby-git/ruby-git+20 more
6mo ago
1.8K0
@Redth

app-store-connect-api

Guide for implementing Apple App Store Connect API integrations. Use when: (1) Building API clients to manage certificates, provisioning profiles, bundle IDs, or devices, (2) Implementing JWT authentication for App Store Connect, (3) Understanding API request/response patterns and error handling, (4) Working with TestFlight builds, beta groups, or app submissions, (5) Discovering available endpoints, schemas, or capabilities via the OpenAPI spec. Includes scripts for fetching and analyzing Apple's official OpenAPI specification.

Redth/AppleDev.Tools+1 more
6mo ago
520
@violettoolssite

learned-codex-proxy-tool-calls-parse

Parse ChatGPT Codex backend SSE for tool_calls (content_part.added, output_item.done, function_call_arguments.delta/done) and return OpenAI Chat Completions format. Use when implementing or fixing tool call parsing in a Codex reverse proxy (OpenAI-compatible /v1/chat/completions) that consumes Responses API-style SSE.

violettoolssite/codexProapi
6mo ago
420
@sageox

clawhub-skill-lint

Use this skill before publishing any ClawHub skill from this repo, or after editing a SKILL.md, to verify the skill won't be flagged or rejected by ClawHub's server-side moderation pipeline. The skill re-implements every static-scanner rule from openclaw/clawhub's `convex/lib/moderationEngine.ts` plus the frontmatter spec from `docs/skill-format.md` and runs them locally. Triggers: "lint the claws skills", "check the claws/openclaw skills", "scan before publish", "is the skill clean", "any scanner findings", /clawhub-skill-lint, before any `clawhub sync` or `clawhub skill publish`.

sageox/ox+5 more
6mo ago
230
@apache

fory-performance-optimization

Run profile-driven bottleneck optimization across Apache Fory implementations (Java, C++, Python/Cython, Go, Rust, Swift, C#, JavaScript/TypeScript, Dart, Kotlin, Scala). Use when improving serialize/deserialize throughput or latency, recovering regressions against a reference commit, diagnosing flamegraphs, fixing perf-related CI failures, or porting proven optimizations across languages without protocol or API regressions.

apache/fory
6mo ago
4.3K0
@open-mercato

Auto Create PR (loop)

Turn a free-form brief into an execution plan, implement it **one commit per Step** in an isolated worktree, batch verification proofs at checkpoints, keep a live handoff doc and append-only notification log, and open a labeled PR against the configured base branch.

open-mercato/skills+15 more
3mo ago
950
@blader

schematic

Reverse engineer a detailed product and technical specification document from a git branch's implementation. Use when: (1) a branch has shipped or is in-progress and needs documentation, (2) you need to understand what a branch does at product and architecture level, (3) onboarding to someone else's feature branch, (4) creating PR descriptions or design docs after the fact, (5) user asks to "analyze this branch", "write a spec from the code", or "document what this branch does". Produces a structured markdown spec covering problem statement, product requirements, architecture, technical design, file inventories, testing strategy, rollout plan, and risks.

documentationgitbranch-analysisspecreverse-engineering
blader/schematic
6mo ago
1330