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PilotStack
Your agent flies the app — you stay in the cockpit. PilotStack is an MCP server that drives iOS, Android, and web side by side: cheap semantic UI context, deep Flutter introspection, and a human approve/deny gate on every action.
Grill With Docs
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
Grill With Docs
Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.
Access Control
Detect missing or incorrect access control — missing modifiers, wrong role checks, privileged function exposure, public initializers, and role-escalation paths. Activate on any function that mutates state, transfers funds, mints tokens, sets admin parameters, upgrades implementations, or pauses/unpauses.
Flutter Build Responsive Layout
Build adaptive layouts using LayoutBuilder, MediaQuery, or Expanded/Flexible widgets to ensure the UI looks elegant across all mobile, tablet, and desktop form factors.
Flutter Animations
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Flutter Adaptive Ui
Build, fix, review, and validate adaptive or responsive Flutter UIs for mobile, tablet, desktop, web, large screens, foldables, and mixed input devices. Use when creating breakpoint-driven layouts, responsive navigation, adaptive dialogs/lists/grids, keyboard/mouse/touch behavior, window-size decisions with MediaQuery or LayoutBuilder, or Capability and Policy patterns for platform-specific behav…
Grill Me
A relentless interview that sharpens a plan or design before any work starts — one sharp question at a time, often 40–50 deep, until you (and Claude) actually know what you want.
Lex
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.
Writing Clearly
Help PMs write clear, concise prose for PM artifacts. Use for PRDs, status updates, Slack posts, emails, and documentation.
Decision Logger
Capture decision traces — the reasoning behind key PM decisions. Use after PRD approvals, scope changes, launch/kill calls, prioritization shifts, or any significant product decision.
Strategy Connector
Help PMs map any work item (feature, experiment, initiative) to strategic goals and OKRs. Use before PRDs, backlog prioritization, or planning.
Meeting To Actions
Help PMs turn raw meeting notes into structured, prioritized action items. Use after any meeting to extract decisions and next steps.
Launch Readiness
Help PMs ensure launches are well-planned with nothing falling through the cracks. Use before any feature launch, experiment rollout, or release.
Launch Post
Help PMs write Slack-native launch announcements. Use when shipping a feature, experiment, or release and want to announce it to the team.
Knowledge Updater
Update knowledge layer docs with automatic versioning. Use when updating strategy, segments, metrics, or competitive landscape. Snapshots the current state before overwriting so the retrospective agent can detect strategy drift.
Continual Learning
Mine chat transcripts for decisions, exec updates, strategy shifts, feedback themes, and user preferences. Write structured entries to memory/, then update AGENTS.md with curated preferences and facts. The ingestion pipeline for the PM-OS context graph.
Book To Audiobook
Convert an epub/pdf/txt book into a narrated audiobook in any language, using edge-tts. Use when the user asks to "turn this book into an audiobook", "narrate this epub", or similar — for any book conversion request in this repository.
Working Backwards
Help PMs apply the working backwards methodology. Use when defining a new product, writing a PR/FAQ, or planning from a future state.
Pptx Creator
Create professional PowerPoint presentations with clean, modern design. Uses a customizable color palette, professional typography, and structured layouts.
Brainstorming
Collaborative ideation for PM work — features, experiments, strategies, solutions. Use when doing creative work, exploring options, or turning a vague idea into a concrete plan.
Stakeholder Update
Help PMs write concise status updates for leadership and stakeholders. Use for weekly updates, milestone reports, or progress summaries.
What If
Simulate the impact of a proposed decision using accumulated context. Use when asked 'what if', 'what would happen if', 'impact analysis', 'simulate this decision', or 'trade-off analysis'.
Experiment Designer
Help PMs design rigorous experiments (A/B tests, feature rollouts). Use before any A/B test, feature experiment, pricing test, or phased rollout.
Exec Communicator
Help PMs write clear, executive-ready communications. Use for status updates, escalations, decision requests, launch announcements, or leadership briefings.
One Pager
Help PMs write feature one-pagers — lighter than a PRD, used for quick alignment. Use when you need to align stakeholders without a full spec.
Experiment Writeup
Help PMs write up experiment results. Use when documenting A/B test outcomes, feature experiment learnings, or sharing results with stakeholders.
Prd Writer
Use this skill when user asks to create, write, or draft a PRD (Product Requirements Document). Generates structured PRDs with governance framework, problem statements, business goals, use cases, and functional requirements.
Visual Director
Use this skill when planning, redesigning, reviewing, generating prompts for, or packaging Chinese social-media visual carousels and covers. Best for Xiaohongshu 3:4 posts, Douyin/Kuaishou 9:16 visual posts, Bilibili or course 16:9 covers, WeChat/knowledge cards, product cards, social publishing copy, and Before/After demo cases. Use it when the user needs visual direction, page-by-page layout, s…
Consilium Connect
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Consilium Principis
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Stata Help
当 Agent 编写或解释 Stata 代码时，如需查询命令/包的官方帮助、语法、选项、示例或 stored results，使用 Stata MCP 将 .sthlp/.hlp/.ihlp 转换为纯文本。
Akshare Mcp Server
AKShare MCP Server - 为 Claude 等 AI 助手提供中国金融市场数据的 MCP 服务器。支持股票、基金、期货、经济指标等数据查询。Financial data MCP server for AI assistants.
Memorybridge
Award 1 winner in Agents for Good — safety-first multi-agent dementia care support prototype built with Google ADK, MCP, Cloud Run, and human approval.
Llm Design Engine
Creative director and design compiler for coding agents
Higgsfield Mcp Unified
Unified MCP server for Higgsfield AI: official API + opt-in web backend, 27 image and video models including Sora 2, Veo 3, Kling 3.0, Seedance, Soul, DOP, Nano Banana.
Yapitalism
Drive terminal coding agents by voice, with receipts that never claim more than they proved
Perceptron Ai Inc Mcp Server
Perceptron AI - Model Context Protocol (MCP) server for secure, high-performance image and media analysis.
Canvas Ed Mcp
MCP server for Canvas LMS and Ed Discussion integration
Crewhelm
MCP control plane for AI agents on Cloudflare
Archipulse
Enterprise Architecture models without vendor lock-in. Publish your ArchiMate models and explore, analyze and navigate them from a self-hosted web platform.
Portfolio Copilot
An AI-powered portfolio analysis assistant for Zerodha Kite users, built to learn MCP + LLM + RAG + Agentic AI fundamentals
Davinci Resolve Ai Bridge
A local MCP bridge that lets Claude, Codex, Antigravity, and Cursor read and edit the project open in DaVinci Resolve — free version included. Nothing to edit, nothing to repaste.
PerfGraph
CDP-powered perf CLI: goes beyond Lighthouse scores, builds causal degradation graphs. Tells you why it's slow, not just that it is.
Ibkr Mcp Server
Interactive Brokers MCP Server for algorithmic trading with 0DTE SPX options focus
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