Development · Model Context Protocol

Expert guidance for working with Dagster and the dg CLI. An agent skill from dagster-io/skills.

dagster-io/skills

Use MemoryWhale debugging evidence when the user requests recall or a recurring failure may have relevant recorded history.

wuisabel-gif/MemWhale

Turn a reproduced or recurring Roam failure into a durable correction, regression control or narrowly scoped project skill, and reconcile conflicting lessons.

Cranot/roam-code

A skill your agent uses when contributing to the Butterbase codebase, adding new MCP tools, creating API routes, writing migrations, or understanding the monorepo architecture

butterbase-ai/butterbase-skills

Prepare and publish a project release with version updates, changelog generation, tagging, and validation

termide/termide

Release the @mcp-b monorepo with Changesets and pnpm, using npm trusted publishing in GitHub Actions.

WebMCP-org/npm-packages

Run the full ZizkaDB test suite across all layers — lint, Python unit tests, SDK tests, MCP tests, TypeScript tests, and dashboard build verification.

ZIZKA-AI-SL/ZizkaDB

Run several independent Cotal features concurrently by creating one Git worktree and one spawn-capable mesh manager per feature; each manager staffs a review panel in a dedicated channel, adds one…

Cotal-AI/Cotal

This project uses flow for automation. An agent skill from flowexec/flow.

flowexec/flow

A skill your agent uses to load open/unresolved PR review comments then aggregate them as tasks in .specs/comments/.md for parallel agents to fix.

NeoLabHQ/context-engineering-kit

How to open a complete pull request on overmind-core/overmind — the CI gates, the cross-cutting surfaces a change must carry with it (MCP, blast radius, the docs repo), gh pr edit being broken here…

overmind-core/overmind

This skill should be used when the user asks to "learn this codebase", "give me a codebase overview", "onboard me to this project", "explain the architecture", or mentions keywords related to…

adamthewilliam/grepika

Master C/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.

wshobson/agents

Reusable MetaKim file inventory classification flow. An agent skill from KimYx0207/Meta_Kim.

KimYx0207/Meta_Kim

baserCMS の「通常プラグイン（サードパーティ／単体配布）」を monorepo の「コアプラグイン」に昇格させる手順。「コアプラグインに変更」「コアプラグイン化」「通常プラグインをコアに昇格」「monorepo に取り込む」等のときに参照する。プラグイン名の規約変更（bc- プレフィックス付与・CamelCase→ハイフン区切り）、.git/シンボリックリンク/standalone…

baserproject/basercms

Create and validate diagrams with the uml-mcp MCP server (generateuml, generateumlimage, validateuml, listdiagramtypes, generateumlbatch).

antoinebou12/uml-mcp

Adds a new row to remindb's token-savings benchmark table by writing a scenario function that measures the naive shell-tool token cost against the remindb tool-call cost for the same task.

radimsem/remindb

Edit files in Eclipse projects using MCP tools. An agent skill from gradusnikov/eclipse-chatgpt-plugin.

gradusnikov/eclipse-chatgpt-plugin

Reverse-engineer a live Azure scope (resource group or filtered subscription) into a professional Draw.io architecture diagram following established AzVerify conventions.

Azure/AZVerify

Guides how an agent reads and responds to aweb mail and chat events, choosing between asynchronous mail and synchronous chat and respecting sender verification and encryption boundaries.

awebai/aweb

Guide for generating and using AI-readable code maps. An agent skill from linora-u/AgentLoom.

linora-u/AgentLoom

Code search over the current repository. An agent skill from VeraTools/vera.

VeraTools/vera

Contribute changes to the CAO (CLI Agent Orchestrator) codebase — the local dev loop, the CI gate map, and the pre-PR checklist.

awslabs/cli-agent-orchestrator

Patsnap TRIZ Concept Solution Engine MCP for AI agents. An agent skill from patsnap/mcp.

patsnap/mcp

Builds new holaOS apps with @holaboss/app-builder-sdk, either as integration-only MCP modules or as dashboard apps with a shadcn UI under src/client/.

holaboss-ai/holaOS

Inspect screenshots, photos, diagrams, image paths, and image URLs when the task depends on visible content.

kairyou/agent-tools

Verify a pull request with the frontend scripts, default and MCP backend tests and clippy, formatting, architecture checks and review evidence.

openfootmanager/openfootmanager

Scans open GitHub issues and discussions, flags duplicates, scores priority and proposes labels into issue-triage-state.md without ever labeling or closing.

cobusgreyling/loop-engineering

AI 在链路改动/治理改动的功能实现完成后自动调用（不需要用户手动触发），执行验证测试并记录结果（含完成度四态判定）到项目文档的 verification.md。跳过条件：单项目改动只需单元测试+lint，不必套用四态记录格式。

ljxpython/ai-agent-platform

Write commit messages for the chimp project. An agent skill from softwaremill/chimp.

softwaremill/chimp

This skill should be used when the user asks to record a design decision, search past project decisions, inspect the Alfred memory timeline, or work with the alfred-memory MCP server.

686f6c61/alfred-dev

End-to-end workflow for adding, modifying, or debugging VSCode MCP tools in this repo — IPC zod schema and EventMap, bridge service registration, core ToolDefinition and tool constants, MCP/CLI…

tjx666/vscode-mcp

Complete work on a GitHub issue - close issue, update artifacts, prompt for doc updates

Log2n-io/Typhon

A skill your agent uses when designing, reviewing, adding, enabling, disabling, installing, configuring, or debugging a plugin, bundle, feature, page, panel, tool, or MCP connection in the current…

Zhou-Yujing114514/deepseek-harness-linux

Explore and prototype rvAgent + RVF integration for RuView agentic flows.

ruvnet/RuView

Maintain, organize, consolidate, or audit the cloakbrowser-mcp documentation set only when the user explicitly requests project documentation maintenance or an authorized public change requires it.

swimmwatch/cloakbrowser-mcp

Emit .harness/oia-manifest.json declaring layer alignment with the OIA v0.1 9-layer reference architecture.

ruvnet/metaharness

Explores code structure with tree-sitter AST search tools, getting a ranked symbol map and file outlines before reading full source, to save tokens.

thedotmack/claude-mem

Manage your own GitHub pull requests — check CI status, inline review comments, PR-level comments, resolve review threads, fix issues, and iterate until all checks pass and threads are resolved.

homeassistant-ai/ha-mcp

The shape of a CHANGELOG.md entry and heading in this repo. An agent skill from jgravelle/jcodemunch-mcp.

jgravelle/jcodemunch-mcp

Design or interpret a comparison of Roam performance, detector accuracy, retrieval or workflow value.

Cranot/roam-code

Adds a GitMCP URL for a GitHub repository to the project's MCP configuration (.cursor/mcp.json).

Cybereason-Public/owLSM

Mermaid syntax reference for writing or fixing a diagram in an artefact: flowchart, sequence, class, state, ER, Gantt, C4, mindmap, timeline and the other diagram types, node shapes, styling…

tractorjuice/arc-kit

Add a new platform writer module in src/writers/ that generates and writes agent config files for a supported platform.

caliber-ai-org/ai-setup

System design, tradeoffs, and complex technical decisions. An agent skill from antonbabenko/deliberation.

antonbabenko/deliberation

P4 code review workflows — discover, create, vote, comment, transition, and manage reviews via P4 MCP tools.

perforce/p4mcp-server

Run scalable, isolated live QA for nac development. An agent skill from arcee-ai/nac.

arcee-ai/nac

Preview a code review against ticket/objective alignment, with deep semantic (name-vs-behavior) analysis.

enmanuelmag/agent-harness-kit