Skill rating

中文产品决策 Agent。用于需求优先级、Roadmap、增长、留存、运营、数据异常、A/B Test、项目延期和跨团队协作；先判断事实、阶段、核心阻塞与主导机制，再给出下一步、停止清单和切换条件。默认中文，不引用原文或讲历史。

Cost-safety discipline for paid AI / inference APIs: treat $-cost as a third complexity dimension alongside time and space. Forces a written per-run $-cap, per-day $-cap, max-iterations bound, concurr

Audit SQL for the cost & performance anti-patterns that burn warehouse credits. Scores warehouse health 0-100 and outputs a prioritized cost-reduction plan for BigQuery, Snowflake, Redshift, and Postg

Zero-knowledge SSH ops CLI — server health checks, docker/systemd control, log tailing, Postgres introspection, and declarative deploys, without ever exposing credentials to the agent.

Issue Planning and Automation prompt that generates comprehensive project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated tracking.

Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized status briefings. Paste in examples of updates you already write, answer a few questi

Set up and manage an Obsidian task board with Kanban + Dataview. Creates a Tasks/Board.md pipeline (Backlog/Todo/In Progress/Review/Done), per-task notes with YAML frontmatter (status/priority/categor

Send scrolling text messages to RDA MSG Board via HTTP/JSON. Use for notifications, alerts, or status updates on physical LED matrix.

Install and enforce a lightweight product-management workflow inside a code repo: feature-as-kanban boards, ROADMAP status tracking, branch/PR conventions, and an optional daily OpenClaw cron PM revie

Automatically read relevant context before major actions. Loads TODO.md, roadmap.md, handoffs, task plans, and other project context files so the AI operates with full situational awareness. Use when

You are a requirements analyst specialist with expertise in requirements engineering, user story creation, stakeholder analysis, and. Use when: requirements elicitation and gathering, user story and u

Manage tasks, projects, and workspaces in Exponential via the `exponential` CLI. Use when creating, listing, or updating actions/tasks, viewing projects, checking today's tasks, managing kanban boards

Activate when: a major decision is imminent and the team hasn't explicitly checked whether NOW is the right time; a correct strategy keeps hitting unexpected resistance; a post-mortem asks why somethi

Structured project planning — requirements analysis, architecture design, task breakdown, dependency mapping, milestone definition. Use when starting a new project or major feature.

Activate when: user asks 'what produces the most good,' 'who benefits and who gets hurt,' 'what's the net impact,' 'is this worth the trade-off,' 'what does the greatest good mean here'; user needs to

Generate all NFT/crypto collection content from a single product name. Use when user needs NFT collection descriptions, roadmap content, Twitter threads, Discord welcome messages, or any crypto/NFT ma

Monitor competitor signals and surface strategic implications for your roadmap. Use when asked to monitor competitors, track the competitive landscape, produce a competitive briefing, or understand wh

Design and facilitate any workshop, working session, or collaborative meeting. Use when asked to plan a workshop, design a facilitated session, run a ideation session, or create a workshop agenda. Pro

Generate the strategic story connecting a product roadmap to company goals in a form non-technical stakeholders can repeat. Use when asked to explain the roadmap, present strategy to leadership or the

Map stakeholders for a product decision and produce a tailored influence strategy with talking points. Use when asked to get alignment, build consensus, get buy-in from engineering or finance or legal

Analyse competitor moves and translate them into strategic implications for your product roadmap. Use when a competitor announces a new feature, pricing change, partnership, or strategic shift, or whe

Rescue the recipes that exist only in someone's hands — the interview that converts a handful of this and cook until it looks right into measurements, the cook-along session that captures what paper c

Simulate the exact customer who will quietly cancel in month 4 — their internal monologue through the lifecycle and the honest exit interview they never gave you. Use when asked why do customers reall

Plan a new manager's first 90 days — first-time or new-to-team — as listen/decide/move phases: the 1:1 listening tour with real questions, the early-judgment traps, the quick-wins filter, and the 30/6

Structure a PM's weekly review and planning session. Use when doing a weekly PM review, writing a weekly update, preparing for Monday planning, or reviewing sprint health. Produces a shareable weekly

Write status updates people actually read — the traffic-light-plus-narrative format (state first, story second), the blockers-are-asks rule, and the skimmable structure that respects a reader with thi

Turn an overflowing inbox into a four-verb system — archive, reply-now, task, or park — with the two-minute rule enforced and a daily cadence that survives busy weeks. Use when asked help me get to in

Build a crisis communications plan to respond fast and credibly when something goes wrong. Use when asked to handle a PR crisis, draft a crisis comms plan, respond to a public backlash/scandal/inciden

Write a crisp decision memo that drives a clear decision, not a discussion. Use when asked to write a decision memo, a recommendation memo, a one/six-pager for a decision, or to get leadership to deci

Plan a new manager's first 90 days — first-time or new-to-team — as listen/decide/move phases: the 1:1 listening tour with real questions, the early-judgment traps, the quick-wins filter, and the 30/6

Audit a knowledge base / help center for coverage, accuracy, and findability. Use when asked to audit a help center, review KB health, find documentation gaps, reduce ticket volume with better docs, o

Decline a request, push back on scope, or protect priorities without burning the relationship. Use when asked how to say no, turn down a request, push back on your boss/stakeholder, decline extra work

Write a decision-ready policy memo that frames an issue and recommends an option. Use when asked to write a policy memo, options paper, decision memo for a principal/minister/executive, or brief a dec

Create well-structured OKRs (Objectives and Key Results) for product teams, startups, and individuals. Use when asked to write OKRs, set quarterly goals, define key results, or review existing OKRs. P

Work with Jira issue tracking and project workflow state through Atlassian Rovo's hosted MCP server. Thin pass-through to Atlassian's official MCP; the live tool catalog is whatever that server advert

Use when designing new system architecture, reviewing existing designs, or making architectural decisions. Invoke for system design, architecture review, design patterns, ADRs, scalability planning.

Project management for the Lofy AI assistant — tracks multiple projects with milestones, priority scoring engine (urgency × job relevance × momentum × energy match), meeting prep automation, time logg

Turn messy requests into structured plans. PAD Mode (Plan → Act → Deliver) gives your AI agent project management superpowers — automatic task breakdown, live progress tracking, sub-agent parallel exe

Build VKE evidence-led decision workflows and business knowledge products from a request. Use when OpenClaw or Codex needs to create or update VKE case artifacts such as problem briefs, research plans

What do you use Claw for most? Where do you get stuck? Clawlens analyzes your conversation history to surface usage patterns, friction points, and skill effectiveness — your personal OpenClaw retrospe

Guide engineering teams through AI adoption to achieve 4-5x productivity gains. Use when helping teams integrate AI tools (Cursor, Copilot, custom agents) into their development workflow, conducting w

supervise software project execution with openclaude and claude code workflow. use when the user wants an ai supervisor to drive workflow-plan, /issue/plan, /issue/queue, and /issue/execute, validate

Assess organizational capabilities using radar charts. Use for competitive analysis, gap identification, and strategic planning.

根据用户输入的学习目标、当前水平和可用时间，自动生成结构化的学习路线图 — 包含阶段划分、每周计划、推荐资源、高频卡点和每日节奏建议。用户在说出"帮我做学习计划"、"制定学习路线"、"一周学会XX"、"XX学习路线图"等请求时激活。

Enhanced TODO/task manager backed by a local SQLite database (instead of flat text files) with priorities (1-3), tags, due dates, reminder timestamps, explicit task lifecycle statuses (open/done/block

Generate a structured change management plan for AI adoption, digital transformation, or major technology rollouts. Covers stakeholder analysis, communication strategy, training plans, resistance miti

Connect OpenClaw to Jira Cloud with secret-safe API access via pastewatch redaction. Includes credential setup, REST API helper script, JQL patterns, focus auto-linker cron, and overdue ticket bumper.

[Aibrary] Create a structured personal growth plan with book recommendations, milestones, and actionable weekly tasks. Use when the user wants to create a learning plan, build a study schedule, develo

Identify and prioritize risks by impact and controllability. Use for risk management, project planning, and strategic decision support.

Use this skill when creating personalized study plans, learning roadmaps, or skill acquisition schedules. Activates on requests like "make a study plan for X", "how do I learn Y in Z weeks", "create a