Skill rating

Locate the root cause of a CONFIRMED failure via backward-then-forward semi-formal tracing.

Find, compare, adapt, and design bounded AI-agent feedback loops with explicit checks, stop rules, guardrails, and handoffs.

Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal.

Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.

Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems.

Main agent orchestrator that coordinates a specialized squad of agents

Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.

Automatically hunt for high-impact OSS contribution opportunities in trending repositories.

Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.

Strategic SEO planning for new or existing websites. Industry-specific templates, competitive analysis, content strategy, and implementation roadmap. Use when user says "SEO plan", "SEO strategy", "co

Algorithm-first discipline: state Big-O, data structure, and algorithm family BEFORE writing loops, queries, or recursion. Catches O(n^2), N+1, and brute-force defaults.

Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies.

Guided interview to Gold Code (100% AI-Readiness). Use when helping users improve their .faf file through questions. Leverages Claude Code's AskUserQuestion for seamless integration. Just type /faf-go

Certify a deployed service with fresh evidence across source, CI, migrations, runtime health, readiness, and critical routes; use before declaring a release production-ready.

Control Tuya smart home devices via natural language. Use when the user asks to control smart devices (turn on/off lights, AC, plugs, adjust brightness/temperature/mode), query device status or list d

Bulk-migrate metadata to GitHub issue fields from two sources: repo labels (e.g. priority labels to a Priority field) and Project V2 fields. Use when users say "migrate my labels to issue fields", "mi

Use when you have a written implementation plan to execute in a separate session with review checkpoints

Use AKShare for Chinese market and macro-finance data via Python. Use when the user asks for A股、港股、美股、ETF、基金、指数、宏观、利率、债券、期货、商品、分红、财务 or other public-market data that AKShare can fetch, especially when

Activate when: user says 'decompose this', 'structure this thinking', 'MECE', 'issue tree', 'Minto Pyramid', 'how do we cover all the cases without double-counting', a problem feels too big to think a

Query website analytics, monitor uptime, survey results, telemetry data, feed events, application stats, and more from the Tianji platform via its read-only OpenAPI (69 GET endpoints across 14 service

Decentralized context mesh for AI agents. Manage stores, send signed/encrypted messages, sync with peers, and manage cryptographic trust. Use when initializing agent context stores, sending messages b

Handle messages in a medication-tracking channel by routing medication events through a deterministic medication tracker instead of freehand model judgment. Use when working in a dedicated medication

ADMET and pharmacokinetic/pharmacodynamic property prediction workflows using ADMET Predictor, AOMP, OBA, Graph-pKa, DeepEsol, and Molecular Descriptors through SciMiner.

Provides procedures for calling the SimpleERP HTTP API. Runtime: shell with curl/curl.exe or PowerShell (Invoke-WebRequest/Invoke-RestMethod). Credentials: send x-api-key on requests except GET /api/h

Automatically improve OpenClaw skills, prompts, or articles through iterative mutation-testing loops. Inspired by Karpathy's autoresearch. Use when user says 'optimize [skill]', 'autoresearch [skill]'

Alibaba Cloud OOS ChatOps Agent for natural-language cloud resource management and O&M operations. Supports querying ECS/RDS/VPC/SLB resources, executing operations (start/stop/restart), viewing monit

Home Assistant OS (HAOS) operations skill for OpenClaw agents. Use for read-only audits, diagnostics, automation design/review, dashboard UX planning, voice intent mapping, integration risk assessment

Run an autonomous Open Ralph Wiggum coding loop using OpenCode Zen with free models and automatic fallback.

Add browser audio notifications to Moltbot/Clawdbot webchat with 5 intensity levels - from whisper to impossible-to-miss (only when tab is backgrounded).

Meituan public local-life decision assistant. Compare visible merchant, fee, discount, ETA, review-risk, threshold, and refund-friction signals, then recommend whether to order, switch, add a useful i

Complete personal and business banking intelligence system. Trigger whenever someone needs to optimize their banking setup, choose the right accounts, reduce fees, maximize interest, navigate banking

Configurable Bank of China forex monitor with per-currency thresholds, price columns, and optional OpenClaw notifications. Use when you want to set up, configure, or troubleshoot a BOC forex cron moni

Document solved problems for team reuse. Provides process knowledge for /ia-compound. Use when documenting a resolved issue, writing up lessons learned, capturing a post-mortem, adding to the knowledg

Promote yourself on a Bitcoin leaderboard. Use when: (1) user wants to check the BotBrag leaderboard, (2) user wants to donate BTC to claim a top spot, (3) user wants to promote their AI agent/bot/ser

Search and display recipes from the open-source Gar-b-age/CookLikeHOC repository. Use when the user asks to "cook like hoc", "像老乡鸡那样做饭", "老乡鸡菜谱", "做菜", or wants to find a specific recipe from the Coo

Python scientific plotting tool for thesis/dissertation scenarios. Workflow: data upload → analysis → recommendations → confirmation → generation. Triggers when users upload data files (CSV/Excel/TXT)

Activate when: 'we need a breakthrough idea', 'everything in our industry looks the same', 'we've exhausted all options in our field', 'how do we innovate in a way no competitor has tried', 'need to t

Activate when: user says 'we're losing market share,' 'our growth keeps slowing and I don't know why,' 'a competitor is gaining on us fast,' 'what's the worst-case trajectory here,' or a business show

招聘数据爬取Skill，基于Scrapling框架在Boss直聘上执行招聘操作。当需要以下场景时使用：在Boss直聘搜索候选人、批量发送招呼、获取简历信息、解析结构化数据。Trigger phrases: boss直聘、招聘爬取、搜索候选人、获取简历、发送招呼、boss recruitment、zhipin

Activate when: user asks 'how do we stop competing on price?', 'what new market can we create?', 'is there a way to differentiate and cut costs at the same time?', describes an industry where all comp

Fetches real-time AI industry news, daily AI digests, and searches AI topics including products, models, and MCP services. Outputs structured JSON with clean text content and separated media resources

Golang everyday observability — the always-on signals in production. Covers structured logging with slog, Prometheus metrics, OpenTelemetry distributed tracing, continuous profiling with pprof/Pyrosco

Capture consented in-product interviews and use their source-linked evidence through UserTold MCP or CLI. Use when an agent needs to set up interview capture, inspect voice transcripts, supported desk

Orchestrates software development by coordinating with Cursor Agent, managing git workflows, and ensuring quality delivery. Use when implementing development requirements, feature requests, bug fixes,

通用文档合并与检查工具。将多个Word文档按指定顺序合并，统一格式（字体/字号/行距），并检查每个文档是否包含所需的板块。适用于作业收集、报告整合等场景。使用场景：(1) 合并多个学生的作业文档；(2) 检查文档是否包含指定板块；(3) 统一文档格式后整合；(4) 生成缺失报告。

自选股管理与A股行情对话能力。Use when the user asks in natural language to add/remove/list/clear watchlist stocks, or asks about a stock / watchlist行情、涨跌幅、走势、表现、概览，例如“添加 000009 中国宝安”“删除 600519”“查看自选股”“看一下贵州茅台行情”“我的

A comprehensive project management system for AI agents. Manage projects from initiation to delivery with structured workflows, templates, quality gates, and role-based operation manuals. Supports bot

A professional AI career planning advisor that guides users step-by-step through a structured interview to understand their background, skills, interests, side projects, and goals — then generates a c

面向重大人生财务决策（辞职、创业、转行、全职带娃、换城市、Gap Year）的家庭财务全景分析与建模。 构建交互式 HTML 仪表盘，帮助用户评估家庭财务状况、计算生存跑道、模拟多种情景。 触发词：家庭财务分析、辞职财务分析、创业财务规划、资产负债分析、生存月数、跑道计算、 回归职场工资、止损线、辞职vs留任对比、够撑多久、够花多久、能不能辞职、辞职后怎么活、 能不能躺平、躺平多久、财务自由测算、

Use this when a user proposes a project or task that needs planning. Guide them through staged questions with options and descriptions to clarify goals, constraints, scope, and technical approaches. W