Research and planning

Ready-to-use scientific and research Agent Skills for biology, chemistry, medicine, and related workflows.

Personal indie hacker workflow: spec-driven pipeline with living journal, autonomous conductor, git, and project management skills

Specs as the source of truth, a chunked delivery loop, and decided-and-enforced code conventions — as portable agent skills.

End-to-end guidance for full-stack applications, from focused context, requirements, and planning through architecture, design patterns,…

Evidence-first research workflow plugins for MiniMax Code — literature search, traceable evidence, citation verification, and human-gated…

Deep research and scientific writing skills: publication-ready papers, literature reviews, grant proposals, posters, slides, and clinical…

Production-grade Go programming skills for AI coding agents.

Self-contained engineering workflow, architecture, learning loops, and native Agent Plugin updates.

The 21 Builder.org GTM platform skills: account briefs, prospect research, outreach sequences, pipeline digests, meeting prep and…

사용자 의도를 먼저 판별하고, 제품·기능·연구 실험·버그에 맞는 서로 다른 승인 흐름을 적용하는 한국어 워크플로우입니다.

The portable minimum for disciplined, proportional software engineering

Agent Skills for Java development: code review, testing, architecture, Spring Boot, JPA, concurrency, security and release workflows.

Engineering skills for product mapping, build-failure diagnosis, complexity and consistency analysis, test design, scenario analysis, and…

Versioned engineering playbook for AI coding agents: skills for code review, over-engineering audits, prose voice, planning, and TDD…

How the agent reaches a conclusion. Valuation models and comps, coverage initiation and sector work, earnings preparation and post-mortems,…

Agent workflow skills that behave the same in Claude Code and Codex CLI, with a portability contract enforced in CI.

Computational-science methodology for research agents: question framing, prior-work survey, analysis design, pre-registration, reproducible…

Codebase understanding skills: architecture, onboarding, knowledge preservation.

SYMBaiEX agent enrollment, public evidence, claim verification, research jobs, signed webhooks, and authenticated MCP tools.

The Upstash MCP server plus agent skills for every Upstash SDK and CLI — Redis, QStash, Workflow, Box, Blob, Ratelimit, Vector, and Search.

Investigate incidents, review code and execute UAT for release readiness, scan code for vulnerabilities, and run penetration tests with AWS…

Skills-first portable plugin that routes repository work through the smallest valid planning stages and agent roles, using project Markdown…

Twelve guided journeys that orchestrate the whole skill library step by step — create, improve, and grow a business, website, or app, plus…

A software development workflow for coding agents.

Plugin for solution architecture tasks (OpenSpec spec-driven cycle and architecture decision records).

Portable Workflow 6 lifecycle, protected evidence, human gates, and harness-owned execution.

Shane Myrick's reusable workflows for research, planning, code review, and writing.

Event-sourced workflow state machine for a structured task lifecycle.

Issue-to-PR workflow for any tech stack: fetch stories from Jira/Linear/GitHub/Azure and Figma designs, plan-approval gate, adaptive…

Primary-source legal research

Portable agent skills and MCP integrations for research, planning, code and dependency audits, supply-chain security, documentation, UI…

Inspect and manage Relewise search, recommendations, merchandising, analytics, and consumption through Agent Gateway.

A deliberately small collection of personal Agent Skills.

Evidence-bound architecture review and target design across compatible agent clients, with a local CPython 3.11–3.14 runtime and…

Spec-driven development workflows for requirements, design, bug fixes, quick specs, task planning, and execution.

Software development skills: product specs, deep planning, root-cause analysis, agent-oriented repo docs, spec-aware rebasing, PR review,…

Adam's general-purpose skills, safe anywhere including cloud sessions: writing voice, GitHub Actions debugging and hardening, ADRs,…

Agent skills for research, App Store readiness, Codex model routing, repository and Swift review, PR feedback triage, and safe branch…

Eight-skill Instruction Layer for governed coding agents. The plugin installs skills only. Enforcement Layer guards are separate and are…

Work on qi — a local-first text river running Granite 4.1, with research that verifies its own citations and a standalone Mac app. Covers…

Capture meetings, search thousands of recordings, run async voice and video surveys, create clips, and automate workflows with Speak AI.…

基于 Agent Plugins Specification v1.0.0 的中文实践示范仓库：通过高质量 Skill、MCP 及二者组合案例，展示 Agent Plugin 的设计、组织、运行与复用。

Novus skills for coding agents: UX review and evidence-backed next-work and portfolio investment decisions, powered by Pendo product…

Code quality and software design skills including Clean Code (Robert C. Martin), Refactoring patterns (Martin Fowler), A Philosophy of…

Host-neutral Agent Skills for auditable empirical macro research with Agent Plan 专业数据集 integration.

通用开发项目管理 Agent 框架：主 loop 调度、reviewer 对抗审查、方法论技能集、强制在场的红线规则

An AI agent orchestration system for working across multi-repo projects, with specialized capabilities for cross-repo dispatch, wiki…

Software engineering toolkit: code review, test generation, documentation, plan grilling, and closeout reviews.

Systems architecture and distributed systems skills including Designing Data-Intensive Applications (Martin Kleppmann), System Design…

Qodo setup, code intelligence, and review workflows.

Portable Agent Skills for Reddit research, posting, visibility, community voice, and archival workflows.

Gather source material an agent cannot reach on its own: web search, document reading and writing, YouTube transcripts, and AWS…

Trent, an AI security engineer. Review code, plans and configs for security problems, run threat models over a repo or website, and track…

Get a change reviewed and out the door: a review that reads the diff instead of the repository and runs only the lenses its signals call…

A Model Context Protocol server with Exa for web search, code search, and web crawling. Provides real-time web searches with configurable…

A Model Context Protocol server with Exa for web search, code search, and web crawling. Provides real-time web searches with configurable…

Gyazoの画像取得とライブラリ検索・アップロード。Gyazo Teams対応、OCRメタデータ出力、Agent Skills標準（agentskills.io）準拠でClaude Code / pi / Hermes / Codex等で利用可。MCP不要。

Configurable cross-client architect orchestration with lazy setup, exact user-selected native roles, content-addressed tool-surface…

Drive Porcelain — publish Reviews, manage Tasks, Actions, and profiles, close the evidence loop, and set up a remote daemon.

PRD 全流程工具 — 從用戶訪談建立 PRD，再拆成實作計畫或 GitHub issues。含 write-a-prd、prd-to-plan、prd-to-issues 三個技能。

Audit public crawler visibility and optionally review authenticated Prerender Buddy workspace evidence.

Coordinate product delivery and manage evidence-backed QA with separate Project Manager and Test Manager skills, plus a read-only project…

Drop-in Agent Skills for the research reconciliation harness: install, adapter wiring, and experiment plan artifacts.

Search the private, read-only Rockaway Q and QAQ brain through team-scoped MCP services.

Search the private, read-only Rockaway Ventures brain through team-scoped MCP services.

Portable Rootloom Agent Skills for inspectable code changes and evidence-backed review with bounded project guidance.

Read, compare, and verify exact public sources with stable paragraph citations.

Configurable cross-client architect orchestration with lazy setup, exact user-selected native roles, safe adapter installation, and a…

Production-grade AI agent skills for C4 software architecture visualization and automated web demo video generation with Draw.io and…

AL-aware code review skill and read-only Microsoft Learn documentation lookup for Business Central pull requests.

Bounded research and persistent expert discovery through an Agent Skill and a local read-only MCP capability profile.

deja-vu: memory for coding agents from the sessions already on your disk — Claude Code, Codex, Cursor, opencode and eighteen more —…

Configuration-first multi-agent design debate. Agents with different roles (architect, security, performance, simplicity, ...) run…

Portable deployment-governance capability for enterprise AI agents.

Verified coding workflows plus a public context-aware commit skill that plan, implement, test, review, and summarize one task in one agent…

Kotlin test, architecture, and library ABI review agents — meaningful tests, clean core, effects at the boundary, no broken releases

MCP server for local markdown: search, extract sections, headings, code blocks, and frontmatter.

Optional Qodo rules discovery and standards administration workflows.

Read, address, and resolve Remarc comments from supported coding agents.

Layer 1 projector: OKF research → Agent Brain (Chroma + BM25 + Kuzu). Owns no nouns.

Reference-driven ArchiMate® and UML® architecture/design modeling for enterprise, solution, and application architectures. Covers dediren…

Wraps Sunsama's official remote MCP so agents can work with daily tasks and planning after client-managed OAuth.

YouTube transcripts, video and channel search, channel browsing and playlist extraction for AI agents, via the hosted TranscriptAPI MCP…

Self-hosted YouTube research system bundling a 17-tool MCP with timestamped frame extraction, canonical workflow, corpus doctrine,…

Read-only access to X (Twitter) through the official v2 API. Search posts, look up users, read timelines, and inspect threads.

Community package for the official Atlassian Rovo MCP plugin for Jira, Confluence, and Compass workflows through Atlassian's hosted remote…

Autonomous improvement engine for Claude Code. Runs an unbounded modify-verify-keep/discard loop against any mechanical metric. Includes…

NotebookLM CLI and MCP expert skill for research, notebooks, and content generation.

建立與修訂自包含的單檔 HTML 研究、事故、架構比較與決策報告，內建編輯方法、視覺規範、範本與驗證工具。

Prepare scoped ChatGPT Pro review packets and reconcile feedback against local repository evidence.

Community package for Cloudflare Docs MCP. Search current Cloudflare documentation through Cloudflare's hosted documentation server.

Architecture planning and review through a small expert panel guided by problem-matched books, plus a standing Tech lead with verified…

Portable, evidence-first multi-source research for tools, frameworks, papers, models, products, and trends.

Read, verify, and curate a receipt-backed Distill research corpus, including bounded active-session worker handoffs.

使用 draw.io 建立和編輯 XML 格式的圖表。透過智慧邊緣路由與佈局最佳化，產生流程圖、架構圖、序列圖等。

使用 Excalidraw JSON 格式建立手繪風格圖表。產生架構圖、流程圖等視覺化圖表，並支援 PNG 匯出。

Community package for Firecrawl MCP. Search, scrape, and parse public web content through Firecrawl's hosted server.

Focused static review for JavaScript, TypeScript, React, Next.js, and browser extension changes.

Evidence-routed planning, implementation, and review workflows for high-correctness software changes.

Agent plugin for reviewing agent-generated pull requests using a structured, ordered checklist based on GitHub's guide to agent PR review.

Modern Go and Google readability standards, style guidelines, code review checklists, and testing patterns.

Bounded GrepMesh search for unknown locations and cross-host scopes, with rg preferred for known local paths.

Audit a codebase's motion and produce prioritized, implementation-ready improvement plans.

Search verified GitHub repositories for Agent Skills and inspect matching skills.

Version-aware guidance for writing, reviewing, and modernizing Java projects.

Community package for the official Notion hosted MCP plugin for user-authorized workspace access. Search pages, read docs, edit content,…

Search and fetch cited Pachigraph history through a skill with read-only HTTP tools.

Real-time web search, reasoning, and research through Perplexity's API

Delegate Pi code reviews with native sandboxing on macOS and Linux.

Generates a consistent pull request (or merge request) title and description from the commits on the current branch, and provides a…

Review pull requests and local changes with focused specialist guidance.

Catches AI coding agents gaming their test suites: deleting tests, skipping them, weakening assertions, or hardcoding outputs to fake a…

Build and troubleshoot Relewise integrations with current API and SDK guidance.

Review animation code against a strict craft, performance, interaction, and accessibility bar.

Agent plugin for designing and reviewing feature-first architecture so package structure communicates business intent.

Enforce a search-before-edit workflow: locate relevant files, symbols, call sites, and surrounding context before proposing or making code…

Enforce a search-before-edit workflow: locate relevant files, symbols, call sites, and surrounding context before proposing or making code…

Web search, news, page crawl, sitemap, and trending topics via Search1API.

Threat modeling, secure coding, and severity-classified security review for software and AI-agent changes, grounded in OWASP practice and…

Search and read configured SharePoint Online sites with a portable skill that teaches progressive retrieval, citations, and strict…

Risk-scaled software-engineering guidance with sparse expert routing

Access Tsylana data through its hosted MCP server.

Risk-first PR/branch review: blast radius, agent-authored checks, call-graph pincer, structure.

End-to-end web research: search the web via Tavily keyless, then fetch each URL with a free-first cascade (defuddle → Tavily extract →…

Create a technical architecture design document and a tightly coupled, executable development roadmap.

Zotero library for your agent: search, PDF passages with page locators, CSL citations, add by DOI, group libraries, and safe writes.

Evidence-first coding agent. Verifies before presenting. Attacks its own output with adversarial multi-model review, IDE diagnostics, and…

Architecture and modernization toolkit: produce a cited architecture document for a locally-cloned repo, and generate a phased…

Comprehensive AWS cloud development tools including Infrastructure as Code, serverless functions, architecture patterns, and cost…

Comprehensive Azure cloud development tools including Infrastructure as Code, serverless functions, architecture patterns, and cost…

Agent Plugin for Builders

A comprehensive collection of specialized agents for software analysis, impact assessment, structural quality advisories, and architectural…

Tools and techniques for maximizing GitHub Copilot effectiveness through better context management. Includes guidelines for structuring…

Agent plugin for discovery and investigation work before planning or implementation.

Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai

Self-Learning Multi-agent orchestration framework for spec-driven development and automated verification. With smarter tool calling and…

GitHub workflow skills for PR review evaluation, Dependabot PR management, Copilot resource optimization, and AI guidance scaffolding.

Deep technical research on Microsoft technologies with multi-agent orchestration and structured documentation output.

Understand a market before you commit to it — competitive intelligence, opportunity sizing, customer personas, and deep source analysis.…

Ship software and lead the people who build it — git workflows, architecture decisions, code quality, testing, APIs, and infrastructure.…

Tools and guidance for software project planning, feature breakdown, epic management, implementation planning, and task organization for…

Scientific computing platform design with right-sized infrastructure.

7 specialized agents covering the full software development lifecycle from UX design and architecture to security and DevOps.

Tools for creation, management and research of technical spikes to reduce unknowns and assumptions before proceeding to specification and…