Skill rating

Analyze and improve OpenClaw agent skills by tracking usage, checking skill health, scanning code quality, and generating actionable improvement suggestions. Use when evaluating skill reliability, per

Read-only access to current German public warnings via the official NINA / warnung.bund.de API. Use when asked about NINA alerts, Bevölkerungswarnungen, civil protection alerts, weather warnings, floo

Manage Discord workspace structure and OpenClaw routing as code. Use when creating/renaming/deleting Discord channels, categories, threads, or managing agent-to-channel bindings. Triggers on: Discord

Generate and edit video with Seedance through RunAPI. Use when the user asks an agent to create, edit, or transform video with Seedance. Default to the RunAPI CLI for one-off generation; use SDKs only

Assess urban green space distribution equity across populations and communities. Evaluates quantity, quality, and walkable accessibility of parks and green spaces, identifies service gaps and priority

Quick upload audio to AIOZ Stream API. Create audio objects with default or custom encoding configurations, upload the file, complete the upload, then return the audio link to the user.

Build, review, debug, and automate VASP first-principles workflows. Use when working with VASP input sets such as INCAR, POSCAR, KPOINTS, and POTCAR; when choosing SCF, relaxation, static, DOS, or ban

Build, debug, and integrate Leaflet web maps, including map setup, tile layers, markers, popups, GeoJSON overlays, bounds fitting, event handling, and plugin-safe patterns for vanilla HTML, Vite, Reac

Monitor construction progress from multi-temporal satellite imagery. Classifies project stages (clearing, earthwork, foundation, structure, finishing, completed) using spectral indices and detects sta

Extract shorelines, centerlines and channel widths from multi-temporal water body masks. Quantify shoreline migration, channel migration, change hotspots and migration zones. Use when analyzing river

Read WeChat Official Account articles (mp.weixin.qq.com) via Chrome DevTools browser automation. Use when user provides a WeChat article URL and other extractors fail due to captcha, JS encryption, or

Validate Rust Cargo.toml manifests for dependency issues, missing metadata, feature conflicts, workspace config, and crates.io publishing readiness. Use when validating Rust project configs, auditing

Monitor grassland degradation and recovery trends from multi-temporal vegetation cover, phenology, bare ground and climate baselines. Outputs management zones for restoration prioritization. Use when

Compute forest fire burn severity from pre/post-fire NIR and SWIR imagery using differenced Normalized Burn Ratio (dNBR). Classifies severity into unburned, low, moderate, and high categories. Use whe

Use when designing, reviewing, generating, or refactoring React applications built with Effector, effector-react, Farfetched, Atomic Router, @effector/next, patronum, effector-storage, forms, i18n, te

Generate complete, installable OpenClaw trading skills from natural language strategy descriptions. Use when your human wants to create a new trading strategy, build a bot, generate a skill, automate

Generate expressive multilingual speech on PoYo / poyo.ai via `https://api.poyo.ai/api/generate/submit`; use for `xai-tts-1`, text-to-speech, voice presets, language code, speech tags, output audio fo

Thread continuity + CAPTCHA solver for OpenClaw agents on Moltbook. Tracks engaged threads across heartbeats, surfaces only new replies, includes a feed cursor and auto-solver for Moltbook's obfuscate

Generate production-ready code aligned to repo conventions and constraints.

Assess climate hazards from temperature/precipitation data. Use when the user wants to analyze changes, detect hazards, or generate assessment reports.

Ultra-light automatic handoff manager for long-running agent sessions at context-boundary moments. Use this skill when a runtime reports context compaction/summarization/resume-from-summary, low-conte

Generate and edit images with Nano Banana through RunAPI. Use when the user asks an agent to create, edit, or transform images with Nano Banana. Default to the RunAPI CLI for one-off generation; use S

Search and read Groupon deals from the terminal via curl — the consumer GraphQL API (deal search/browse, deal detail, category taxonomy). Anonymous, no key or login. Use when asked to find Groupon dea

微信自动化操作。通过 wxautox4 RESTful API 实现发送消息、获取聊天记录、监听消息、好友管理等功能。Use when: (1) 发送微信消息给好友或群聊，(2) 读取微信聊天记录，(3) 监听新消息，(4) 获取好友列表或群聊列表，(5) 接受好友申请，(6) 切换聊天窗口等微信操作。

STM32CubeMX CLI operations for configuring pins, peripherals, DMA, interrupts, and generating code. Use cases: (1) Add/modify STM32 peripheral configuration (2) Configure USART/SPI/I2C/ADC/TIM periphe

Perry TypeScript-to-native compiler skill. Use when working with the Perry compiler, Perry projects, or TypeScript code that compiles to native executables. Covers: compile/run/dev commands, cross-com

Build polished, conversion-aware frontends with strong visual taste, clear hierarchy, and production-grade HTML/CSS/JS. Landing pages, dashboards, components, emails, redesigns — all as working files.

微信公众号/小程序 API 工具与实战避坑手册。Use for: (1) 用附带的零依赖 CLI 直接调公众号 API——取 token、传素材、建草稿、发布文章，(2) 排查 40164/45009 等真实高频错误，(3) 公众号接入/OAuth/JSSDK/支付 V3 开发指导。WeChat Official Account API CLI (zero-dependency) plus a b

Generate speech, dialogue, and sound with ElevenLabs through RunAPI. Use when the user asks an agent to create speech, dialogue, or sound effects, or transcribe audio with ElevenLabs. Default to the R

Analyze project metrics: lines of code, language distribution, function complexity, code-to-comment ratio, test coverage indicators, dependency counts, largest files, and tech debt signals (TODOs, FIX

A living knowledge base of hard-earned strategy lessons and banned code patterns — prevents repeating past mistakes across strategy iterations by scanning code for violations and generating decision c

Intelligent orchestrator for Platonic Coding workflow. Auto-detects project state and routes to the right next step—initialize a project, run the recovery flow for existing code, formalize drafts into

Estimate impervious surface fraction from multi-band satellite imagery (Sentinel-2) using spectral indices (NDBI, NDVI, MNDWI). Supports binary classification and continuous fraction estimation, with

Multi-year cropland abandonment detection using NDVI time series. Identifies suspected abandoned cropland based on consecutive years without cultivation signals. Use when screening for abandoned field

Activate "Sport Mode" for high-frequency monitoring (default 3m heartbeat) and auto-cleanup. Use when supervising intense tasks (Codex, builds, migrations).

Build or update the user profile memory by observing workspace context, git history, and conversation patterns. Run on first interaction or when profile feels outdated. Trigger words: "build profile",

Generate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. Default to the RunAPI CLI for one-off generation; use SDKs on

Control Claude Code (cc) via tmux to execute development tasks. Use for: starting CC development sessions, sending development commands, monitoring progress, auto-confirming prompts. Trigger: user req

Connect and use third-party apps through Mermail Composio from Claude, Codex, or another external MCP client. Use when a user wants to inspect connection status, connect or reconnect GitHub, Slack, Ap

Establish level-area-storage relationships from multi-period water surface, DEM, and water level data. Monitor reservoir capacity change and sedimentation trends. Use when analyzing reservoir storage

Build, review, debug, and automate CalculiX finite-element workflows. Use when working with CalculiX `.inp` decks, Abaqus-style keywords, materials, steps, contacts, boundary conditions, static or fre

Explain, compare, and choose geographic coordinate reference systems and map projections, including CRS selection, EPSG codes, datum differences, axis order, units, and reprojection planning. Use when

Generate and remix images with Flux 2 through RunAPI. Use when the user asks an agent to create or transform images with Flux 2. Default to the RunAPI CLI for one-off generation; use SDKs only when th

Design backend APIs, services, persistence, and observability with security.

Drive a GitHub pull request through an iterative review-and-fix loop. Use when Codex needs to create a PR if none exists for the current branch, inspect review comments, decide whether each comment is

PKU Treehole (北大树洞) anonymous forum CLI tool built in Rust. Use this skill when working on the treehole crate, debugging treehole commands, adding features to the treehole CLI, understanding the treeh

DuckDB-powered knowledge management system for fast retrieval across 22+ entity types (projects, contacts, tools, workflows, decisions, etc.). Use when you need to recall context about past projects,

Fetch and analyze OpenRank and other statistical metrics for an open source repository or developer using OpenDigger data. Trigger when the user provides a GitHub/Gitee URL or explicitly asks for Open

AI-driven quantitative strategy iteration workflow — a complete loop of briefing, hypothesis, code generation, constitutional scan, backtest submission, forensic diagnosis, and lesson recording for Qu

Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights. Triggers: "AzureMonitorExporter java", "opentelemetry azure java",