hope
Hope helps people take on more complex work with AI while preserving their judgment and agency.
Claude Code plugins, indexed and searchable. The ones that get Auto-invokedWhat is this?This plugin ships a FLOW.md router the engine fires, so the matching skill runs itself. No slash command to remember.Learn how → fire as you prompt, and they are only on Flowy.
2,582 plugins indexed. 99 of them fire as you prompt.
Hope helps people take on more complex work with AI while preserving their judgment and agency.
A research-first AI/ML research-engineer workflow for Claude Code
Police large volumes of AI-generated frontend work for design-system adherence, plan features against the system before they're built, and audit the design system itself so it can be policed. The idea: generation is cheap, the bottleneck is judgment.
A working method for building real software with coding agents, across many sessions.
Root cause first. An idiot admires complexity, a genius admires simplicity.
Push it to GitHub and send us the link. We read it, then it goes live.
An agentic development harness for Claude Code. **One command runs the entire feature pipeline** — it collaborates with you on the design, then builds autonomously: plan, execute, double-review, and verify.
Catches AI-introduced tech debt at write-time Works with any coding agent. Any stack. Two decades of tech-debt research, distilled into a plugin and validated across dozens of codebases.
A portable CLAUDE.md + documentation set that makes Claude Opus / Sonnet operate as close to frontier (Fable) level as possible inside Claude Code: fewer logic errors, fewer introduced bugs, fewer wasted tokens.
Docs & guides → spair.github.io/task-pipeline A plan file is only as good as the argument that produced it. That second line is where projects quietly go wrong: the model agrees and starts building before the plan was ever argued.
A plugin marketplace for Claude Code providing specialized agents for code auditing, documentation maintenance, and library/API research.
A Claude Code plugin covering every facet of Swift and Apple-platform development, current to mid-2026 (Swift 6.3 stable / 6.4 beta, Xcode 26.6, iOS 27 beta).
Most coding agents fail in predictable ways. They: Assume requirements. Write before reading. Reinvent code already in the repository. Add abstractions that nobody asked for. Refactor unrelated files. Say "this should work" without proving it.
Finds, scores, and ranks the best library, SDK, or tool for your exact stack — no Reddit threads, no outdated blogs. 4-tier search, deterministic scoring, built-in security gate. Works with Claude Code, Claude.ai, Codex & Antigravity.
Clone a website so it actually works — tabs, filters, lists, client-side transitions, motion, scroll — then also as a pixel-faithful freeze and a pixel-identical, editable React restore.
Import any Codex session into Claude Code — quit, then claude --resume to continue. 把任意 Codex 会话导入 Claude Code——退出后 claude --resume 接着聊。 Codex imports from Claude; this is the missing reverse, as a one-command Claude Code plugin.
A token profiler for Claude Code. It parses the session transcripts Claude Code already writes to disk (~/.claude/projects/**/*.jsonl) and tells you where your tokens actually went — and what to change to spend fewer of them. ccusage tells you what you spent.
Local fine-tuning for your own tasks — and the one doing the training is you. A provider-neutral kit that turns project experience into reusable criteria, distilled at a threshold you control, pruned when it grows, and portable between models.
Bidirectional plan diagrams for AI coding agents — the diagram is an input device.
Scientific Research Reasoning Engine for analyzing experimental evidence, evaluating scientific claims, and generating structured research reports.
A Claude Code and Codex plugin that scaffolds AI-native development practices into new projects. jig adds a repeatable spec, implementation, review, and memory workflow to AI-assisted software projects.
Stuff for Agents on macOS Promo audio: Socket Codex Marketplace Promo
Reusable Claude Code slash-commands, skills, and workflows extracted from real iOS / backend projects. Packaged as three installable plugins - register the marketplace and /plugin install what you need.
A Claude Code plugin that lets Claude work with BPMN 2.0 process diagrams (.bpmn XML): read and explain them in plain language, and create or edit them so they come out valid and visually clean in any modeler (Camunda Modeler, bpmn.io, Cawemo…).
financial-ui-suite — a Claude Code plugin for building financial products. UI, UX, interaction logic, and structure. A Claude Code plugin for building financial products that follow the patterns and rules every serious trading product ships.
Persistent per-project memory for Claude Code, Kiro, Cursor & Codex - plain markdown committed with your code, captured prompt-free, auto-injected at session start, recalled by meaning (local semantic search, zero API). Cross-project persona, cited recall, searchable session history.
Plan → review → build loops for coding agents — that actually terminate. Agent-written code needs review, and agent review needs a loop: find issues, fix them, review again.
Claude Code plugin marketplace. A curated collection of my publicly-shared Agent Skills, each packaged as an installable plugin.
A harness for Claude Code. It changes what runs: which model, with what context, how many in parallel.
mARC · Multi-Agent Relay Control — an installable AI engineering team for Claude Code. A tech-lead orchestrates specialist subagents (dev · SRE · design · security), enforces a pre-merge security gate, and runs in any repo via one plugin.
Rules, skills, and guidelines for AI coding assistants – Claude, Cursor, and beyond.
Skills that teach AI coding agents to use UnityCLI, Unity's standalone unity command. With the Pipeline package in a project, an agent can drive the running Editor — scenes, tests, builds — straight from the shell.
Cross-platform, dependency-free domain availability checker — runs as a plugin in Claude Code, an extension in Gemini CLI, and a skill in Codex CLI / OpenCode, or as a plain Python CLI. Ask your coding agent "is example.com free?"
Resume Claude Code work after rate/usage/context limits without replaying the prior transcript. Auto-saves at 90%/95% usage. Plugin-installable, 10 languages.
Persistent ground truth for AI coding agents. First-class support for Claude Code, Cursor, and Codex. Stop agents from drifting.
Verified, resumable engineering loops for Claude Code. A ratchet only turns forward. Every unit of work is gated by acceptance criteria and locked in as one atomic commit — the loop never slides back, never wanders off-spec, and never loses its place.
A gated build loop between Claude Code and Codex CLI. Codex writes the plan, Claude approves it, Codex implements that same plan from the same thread, Claude reviews the diff against it.
ငြမ်း is Burmese for scaffolding. Nyann is the Claude Code plugin that picks expert git defaults for your stack — branching, working hooks (Husky / pre-commit.com / lefthook), commits, releases, CI, docs — then keeps the repo on those rails through every PR
Chinese → README.zh-CN.md Guardrails, not a workflow. Quiet on routine work; firm when a named failure mode is at risk. AI coding agents tend to fail in two expensive ways: They drift off-goal.
magento-claude-skills is a free, open-source Claude Code plugin that gives Claude (and the Claude Agent SDK) expert, current knowledge of Magento 2, Mage-OS, and Adobe Commerce development.
Curated power-ups for coding agents: skills, slash commands, MCP configs, hooks, AGENTS.md templates, and workflows for serious software engineering. Claude Code, Codex, Antigravity CLI, Cursor and more
Generate the design first, approve it, then build it. 先生成设计,确认后再实现。
Appearance is cheap. Verification is the work. Cadence is for developers using Claude Code on software they will still own after the session ends. Claude can write a convincing plan, produce working code, and tell you the job is finished.
面向 AI Coding Agent 的中文前端工程化技能包,覆盖工程基建、性能优化、架构演进、质量安全四大领域。 A Chinese-language frontend engineering skill pack for AI coding agents, covering engineering infrastructure, performance optimization, architecture evolution, and quality assurance.
Gemini does the writing. Your orchestrator plans and reviews. gemini-swarm is a Claude Code plugin/skill (portable to other harnesses) that makes Gemini the default writer for substantial work.
Drive Google's Antigravity CLI (agy, powered by Gemini 3.5) without leaving Claude Code. A Claude Code plugin that hands work to agy — Google's Antigravity CLI — and brings the result back into your session.
The git commit skill your AI agent should've had by default.
tunelab moves repetitive LLM calls — tool calling, classification, extraction — onto small local models.
治 vibe-coding 的病:交付物在涨,理解没跟上。 你在用 Claude Code 高速交付。但交付物里有一部分是"甩手让 AI 做了、自己没真懂"的——AI 干活时早解释过,你没接住。这个 skill 不是再讲一遍,是就着一段真实的、你在场的改动,逼你从"认得"走到"真懂、能复述、能迁移"。 它是认知健身房,不是问答 bot。先让你猜、逼你想,不直接喂答案——费力是功能,不是 bug。 哲学锚:「知之为知之,不知为不知,是知也」/「绝知此事要躬行」/「少就是多」。
Instructions for your AI coding agent — not a library you import or an app you run.
SQL Server performance tuning skills for LLMs — 829 checks across 26 skills covering T-SQL, execution plans, wait stats, deadlocks, Query Store, indexes, encryption, Always On AG, WSFC, ERRORLOG, SPN, memory, disk I/O, config drift, setup logs, SSRS & migration readiness. Remote MCP server on Cloudflare Workers.
Prewalk lets a strong planner do the expensive repository work, then gives a configured executor a verified starting point and a self-contained handoff: Use it for changes where understanding the repository is a meaningful part of the work.
Hypothesis-driven problem solving for AI agents Probe · Falsify · Escalate — never overcomplicate, never blind-retry
Per-repository Claude account switching: keep personal and work subscriptions separate.
🌐 English: this file · Русский: README.ru.md A harness-first plugin that turns a business idea into a shipped product — for founders who build with Codex and Claude Code.
sxq is the official command-line tool for Superun, the vibe coding platform. It syncs your Superun project files to your local machine so you can edit them with your favorite editor or AI coding agent, then push changes back, trigger a preview build, and open
Claude Code plugin that fits the model, effort, and context to each task — fewer tokens, same quality. Deterministic policy kernel in the hooks; every number it reports is measured, not estimated.
Agent skills for working with VillageSQL. Skills run in Claude Code, agy, Codex, Cursor, Amp, Kiro, OpenCode, and OpenClaw.
A Claude Code skill (packaged as a plugin + marketplace) for implementing a **headless Ghost CMS blog in a Next.js App Router site**, with battle-tested patterns and copy-paste templates.
Your AI agents don't synchronise. SwarmVault does. One shared memory for Claude Code, Codex, and any other CLI agent. Real software engineering: requirements → design → tickets → review. 14 skills, the best of everything combined.
A cross-platform frontend kit for Codex, Claude Code, Cursor, OpenCode, etc. It helps AI coding agents work predictably and safely with existing frontend projects.
Turns Claude Code into a small development team instead of one agent guessing alone — with a git-level gate that keeps the humans in charge of what actually ships.
A disciplined control loop for multi-window agent work — every step traced, every result reviewable.
Reversible context compression for AI agents. furl-ctx shrinks large tool outputs, logs, web fetches, and RAG chunks before they fill your agent's context window, and keeps every original byte retrievable on demand.
A Claude Code plugin that integrates Google's Antigravity (agy) CLI and Antigravity IDE developer tools into Claude Code.
🗼 An orchestrator skill for Claude Code: describe a task in plain language — Manara picks the stage, routes to the right skills, keeps guards blocking, and resumes across context clears.
A Claude Code skill that shrinks massive prompts and files using LLMLingua to save tokens. This skill enables Claude Code to handle massive files (logs, documentation, long traces) by compressing them using LLMLingua.
Your agents change the code, then explain why. This skill makes them bet on the result first.
Chat between the AI agents on your machine — they coordinate, ask each other questions, and get notified. No server to run.
**codex-router is a Claude Code plugin that lets your Claude agent delegate heavy-duty coding work to OpenAI Codex, selecting GPT-5.6 Sol, Terra, or Luna for the task and running it non-interactively in the background — while Claude writes the brief,
Modular, scalable, automated development intelligence.
Reusable Claude Code extension registry. skills, subagents, slash commands, and hooks for engineering, git, testing, and security workflows. Distributed as a shadcn GitHub registry and as installable plugins.
Your agents have a theory. This skill makes them ask, “What would prove me wrong?”
FlowForge n8n is a local-first assurance layer for n8n workflow JSON: deterministic validation against bundled node metadata, static security/reliability/cost analysis, regression testing, snapshots, self-healing, semantic review, offline CI, and MCP tools.
Ultan is a neuroscience-inspired, agentic memory system for Claude Code — a layered architecture that learns your preferences and coding conventions and recalls them across every session, project, and machine.
Prove you understand the diff. Diffler generates comprehension quizzes from Git branch diffs for Claude Code, OpenCode, and pull-request workflows.
Visual team-builder, plan-as-artifact, and live execution graph for autonomous Claude Code agent crews. Spawn a 3-role team, generate a DAG plan, run for hours, watch it ship in your browser.
Right size every Claude task. Caliber is a set of Claude Code slash commands, plus an uploadable Claude skill for the website, that tells you which model and effort level to use for the task in front of you, instead of defaulting to the biggest model at the
One objective in, a verified result out. The smallest correct change, checked against the real tests. Nothing extra to install. Clone the repo, symlink it into your skills directory, then run /supergoal . Landing page: cskwork.github.io/supergoal-skill.
MCP Server & Claude Code Plugin for Multi-Agent Workflows An MCP server that orchestrates AI agents through structured markdown documents.
My global Claude Code setup, mirrored from ~/.claude: the rules, the hook scripts that enforce them, and the global CLAUDE.md.
Claude skill files for working with Couchbase — covering every major service and deployment pattern from application integration through AI applications, Kubernetes operations, mobile sync, security hardening, and analytics.
Not Another Code Reviewer. A Claude Code plugin that runs your code through a corporate review pipeline. A Profiler reads your project, interviews you about the phase, and casts a 4–8 persona review committee from a 23-persona library.
Fear of Zeno. Makes your coding agent finish. Ask an agent for a one-line fix and you get the fix plus a question: want me to also add tests? Say yes and the tests arrive with an offer to wire up CI. The task goes 90% done, then 95, then 97.5.
This repository contains Wikispec - a spec-driven development framework that maintains a "Karpathy style" LLM wiki.
中文文档: README-zh.md Adversarially review a plan before you execute it — across the AI coding CLIs you already have logged in. No API keys.
A fast, dependency-light, starship-inspired status line for Claude Code. Single static Go binary — no runtime, no jq, no Nerd Font required Themed segments: context gauge, git status, cost, model, clock, and more TOML config, instant local preview,
A Claude skill that bootstraps a local Node.js backend development stack with Docker, PostgreSQL, and an ORM (Prisma or Sequelize).
Describe your app idea in one line. Get a shipped iOS & Android app. AI App Studio is a team of 30 AI specialists — a CEO, product manager, designers, iOS/Android engineers, a code reviewer, QA, and a release manager — that works like a real software studio.
Claude Code plugins that delegate to external AI CLIs — Codex, Gemini, and Grok — sharing a hardened core and an optional umbrella plugin that dispatches across providers. Status: active development.
A Claude Code plugin that teaches Claude to integrate and debug the Hyper Solutions anti-bot API (Akamai, Incapsula, DataDome, Kasada) across the Go, Python, and JavaScript/TypeScript SDKs and the raw REST API — and to debug failing requests by inspecting
A disciplined senior developer, with a second reviewer over its shoulder, for every Claude Code coding session.
The AI fractional CTO that lives in your repo — and remembers you. A keel is the weighted spine below a boat's waterline: invisible, and the only reason the vessel stays upright as it takes on load. Your AI tools already generate the app — the sails.
An Agent Skill for building static sites with Astro. Teaches AI coding agents how to create Astro components, set up content collections, optimize images, configure SEO, and follow best practices for static site generation.
Your AI wrote it. Your name's on it. Now prove you read it. vibecheck blocks git push until you pass a quick multiple-choice quiz on the diff your coding assistant is shipping. Pass and it goes through. Not in the mood? Skip — it's always offered, no nagging.
Full project lifecycle AI workstation — orchestrates Agents, Skills, Hooks & Prompts for end-to-end development workflow, from requirements analysis to delivery. 项目全生命周期 AI 工作站。
A Claude Code skill that takes vibecoders and beginners from a raw idea to a secured, GitHub-ready project — without the mistakes that usually follow.
Generative AI Interface for Agents. Specialist agents for Claude Code and OpenCode, with a memory that outlives the session and a consent gate on everything that changes state.
Audits what your Claude Code agent did against what it said — reads session logs and git, cites evidence, calls no model
Stop uncertain data becoming confident-looking results. plumb-line carries provenance, confidence and mock-taint with values through JavaScript and Python, and its review-time checks and GitHub Action catch uncertainty laundered into a claim in AI-assisted code.
🛠️ Enhance programming workflows with a curated library of agent skills for tasks like code review, debugging, and planning for efficient project execution.
Ultimate Opus 5 builder. Genesis creates and transforms any setup into the ultimate setup for generation 5 models. Genesis turns an empty folder into a working SaaS, web app, API, or CLI, running autonomously on your machine in Claude Code.
Write the requirements before you write the code. Spec First gives you a workflow with three steps. First, define what to build. Then implement it from the spec. Last, generate the documentation. All steps run in your terminal.
Pastiche is a Claude Code plugin for Frontend UI implementation. Given a frontend task, it produces code that follows your established design system and component library — not by inventing, but by faithfully executing within the vocabulary your team already
No diff ships unchallenged. The AI coding skill that reads your repo's standing orders, sizes every change by its blast radius, and never — never — lets unverified work past the post.
Quality gates for Claude Code. An agent should never grade its own work, outbound content should be pretested before it costs you money, research should be grounded in more than one perspective, and the reasoning behind a hard solve should outlive the session
Claude knows React. It doesn't know why your pod install just failed. A Claude Code plugin that adds the React Native knowledge you only get from shipping apps: build failure triage, SDK upgrades that don't eat a weekend, Hermes crash decoding, push
Loop engineering plugin for Claude Code — instead of steering the model with ever-longer prompts, design loops where it self-corrects from environment feedback and accumulates memory across sessions.
6-step workflow: Plan → Review → Finalize → Code → Deep Check → Audit. Run all at once, or step-by-step and switch models between steps.
A single, language- and domain-agnostic engineering discipline you drop into your AI coding flow (Claude Code, Cursor, or any agent that reads skills / rules files) so it builds like a senior engineer instead of vibe-coding a demo that breaks on contact with
Search-Mesh is a Rust-native codebase intelligence service for autonomous coding agents.
Your agents see old code. This skill makes them dig up why it exists.
One small Go binary that lets an agent inspect a remote server read-only, without copy-pasting logs and configs by hand. rpeek serve — the server. Copied onto the remote host and run there.
The vibe-coding seatbelt for Claude Code — catches AI coding mistakes · 바이브코딩 안전벨트, AI 코딩 실수를 막는 플러그인
Build Zalo Mini Apps - lightweight web apps running inside the Zalo super-app platform.
Hold a natural spoken conversation with a coding agent — Claude Code or OpenAI's Codex — while it does real agentic work. Your Mac runs everything — the audio pipeline, the sessions, the state.
Human-in-the-loop planning plugin for Claude and Codex: turn ideas into reviewed Markdown plans, record decisions, enforce explicit execution gates, and provide tested controller primitives for safer agent workflows.
Before you accept an agent's diff, see what changed in behavior, flow, contracts, and architecture — with every claim grounded in real code. ▶ See live examples → · static cards from a fictional storefront, exactly what Mappamind renders for your repo
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