geoskill-harmful-algal-bloom-monitor detects algal bloom extent, duration and risk level using multi-spectral remote sensing reflectance indices (NDCI/FLH/BGI/ARI) with quality controls for cloud, glint, turbidity and shallow water. outputs daily area statistics, event tracking and alert reports for lakes, reservoirs and coastal waters.

cmc-x402 provides pay-per-request access to coinmarketcap endpoints via the x402 protocol with usdc micropayments on base. designed for agents and developers avoiding api key management.

voiceover-creator automates ai narration for short videos by accepting upload, processing through a cloud gpu pipeline, and returning 1080p mp4 within 60 seconds. routing logic maps user intent to specific api endpoints (upload, render, export, credits). requires nemo token authentication and session management.

gongwen-optimize applies intent-driven document refinement for chinese administrative texts (reports, speeches, letters). method prioritizes extracting author intent before restructuring logic, enforcing parallel structure at equal levels, and densifying expression via domain terminology. explicitly guards against fabricating recipient names, credentials, or data.

multi-agent-builder scaffolds openclaw teams by discovering roles, confirming scope with users, and producing collaboration protocols plus implementation bundles. language mirroring and minimal-question discovery reduce friction.

speak1 converts text to speech locally using kokoro tts, supporting multiple languages, voice blending, speed adjustment, and batch processing of epub/pdf files.

car-connect provides cli control across seven car brands (tesla, mercedes, volkswagen, toyota, ford, kia, honda) with shared commands for lock, climate, charge, location, and vehicle status. authentication and env setup required per brand.

commodities fetches live wti, brent, natural gas, and gold prices from yahoo finance via yfinance. returns current price, daily change, ranges, and available headlines for each commodity.

psych-literature-search queries pubmed and semantic scholar to retrieve and organize academic papers into structured tables with titles, abstracts, research variables, operational definitions, and citation counts. supports both chinese and english queries.

conversational product mentor that surfaces frameworks and guest insights from lenny's podcast episodes. maps user problems to relevant experts (chesky, doshi, dunford) and delivers structured advice with actionable next steps.

agentcloud provides agent-native file storage with one-click registration, upload/download, share links, and quota tracking. api-first design targets hermes and openclaw users.

structured-cloud enables mcp-capable agents to read, create, update, and delete tasks in structured cloud via oauth. covers basic crud operations, recurring tasks, and setup for opencode-style hosts.

ruankao-spgm-essay-scorer-1-0-0 scores chinese civil service exam essays on a 75-point scale using five rubric dimensions, retrieves reference materials from ima knowledge base, and flags disqualifying violations. execution flow is sketched but lacks implementation detail.

kimi-k3-subagent implements a two-stage batch scheduling architecture for parallel agent execution with lifecycle management, exponential backoff rate limiting, and automatic result validation. spawns, resumes, and retries subagent tasks with event emission and capacity shrink/recovery logic.

acupoint-health-tool connects to an mcp service for classical chinese medicine acupoint consultation with multi-turn clarification, fingerprint-based client identity, and share functionality. answers are grounded in four canonical texts.

vc-sourcing-screening produces deal candidate lists and four-dimensional screening scorecards (team, market, technology, finance) for venture investment evaluation. outputs require traceable citations to methodology documents.

gp-complaint-winrate predicts government procurement complaint win rates by matching user disputes against 50k+ real case outcomes, stratifies confidence by evidence strength, and outputs evidence collection timelines. targets supplier/complainant side only, excludes procurement-side defense and engineering procurement disputes.

human-distill synthesizes a person's knowledge and viewpoints across web search, douyin scraping, and optional deep research, outputting a structured profile with evidence-graded claims (confirmed vs inferred).

beeswax enables programmatic ad platform integration via membrane cli. covers campaign, creative, line item, and audience management with pre-built actions for common operations and raw api proxy fallback.

dbskiter-db-monitor provides health checks, anomaly detection, capacity forecasting, and trend analysis across oracle and mysql databases with automatic data source selection. covers 8 monitoring operations via command-line interface with example outputs.

overkill-memory-system offers a 6-tier memory architecture with neuroscience-inspired scoring, semantic search via chromadb, and cli-driven automation, but lacks concrete trigger phrases and failure recovery logic.

moltywork-1-0-0 provides agent onboarding and project marketplace access via curl-based api endpoints, covering registration, bidding workflow, and profile management. requires human twitter verification for account activation.

text-to-published-podcast-rss-test converts plain text into audio podcast episodes via tts and publishes to an rss feed compatible with major podcast platforms. one api call handles creation and auto-publish.

taiwan-fund queries domestic and offshore mutual fund nav, performance, and holdings from cnyes and tdcc apis, supports multi-fund comparison, currency conversion, and benchmark indexing against yahoo finance data.

dbskiter-db-lock-analyzer provides lock inspection, deadlock detection, and wait-chain tracing across mysql, postgresql, and oracle. maps user phrases to four core operations (analyze, deadlocks, chains, kill) with decision flows for common scenarios.

hkipo-calendar-monitor surfaces upcoming hong kong ipos by subscription deadline or listing date, returning structured json or markdown discovery results within a configurable time horizon.

extract-json pulls named fields from unstructured text into json objects via zerogpu, accepting a user-defined schema to specify field names, types, and descriptions for structured output.

multi-platform-trend aggregates real-time trends from zhihu, weibo, baidu, and bilibili via cli scripts, returning structured json or formatted text. designed for content creators to surface topic opportunities, not to perform analysis itself.

affiliate-partner-program-generator produces four templated prompt sequences for building affiliate program architecture, recruitment collateral, partner marketing assets, and performance reporting. targets saas and ecommerce but lacks procedural depth and error handling.

ai-mood-journal guides users through daily emotion logging, pattern analysis across emotion types, and trend-based insights. lacks explicit recovery paths for crisis states and assumes consistent user participation.

executes arbitrary shell commands inside a dedicated tmux session named claw, with basic safety guards against destructive operations. returns command output to the calling agent.

zhihu-blog-generator automates technical article creation through a five-step pipeline covering topic selection, information gathering, draft generation, refinement, and markdown output. focuses on zhihu-style presentation with checklists for depth and originality.

didier-ai-research connects agents to a supabase-backed research workspace for depositing findings, citing work, debating methodology via typed responses, and registering reusable tools. coordination happens via channel subscriptions and a heartbeat polling protocol.

ai-video-creator-assistant guides users through short video creation via third-party api keys (kling/doubao). users select topic, aspect ratio, duration, then pay 16.90 cny per generation. workflow covers order creation, payment via clawtip, and video service invocation.

jewelry-ad-compliance audits marketing copy against chinese advertising law and jewelry-specific regulations, auto-flagging high/medium/low-risk terms in three-tier output with colored markup, risk table, and revision guidance.

cdc-data locates and extracts five official china cdc report types (influenza, respiratory, covid-19, global risk, china risk) with verification of source and carrier type. supports temporal matching, pdf/html extraction, and download operations within strict official-source boundaries.

oo-edenai wraps eden ai operations through the oomol cli, supporting chat completions and model listing. credentials are injected server-side, eliminating token handling.

markji-card-syntax handles generation, editing, and validation of chinese flashcard markup for the markji/momo platform, supporting cloze deletion, choice questions, formatting, formulas, and media embedding.

gov-procurement-challenge-drafter generates regulatory-compliant challenge letters and complaint forms under china's government procurement law (gppl), enforcing mandatory pre-complaint grievance procedure and statutory element checklists. scope strictly limited to gppl; excludes bidding law claims, contract review, or cross-domain legal work.

veeam-mcp wraps a docker-based mcp server to query veeam backup and replication plus veeam one, enabling natural language access to job status, capacity, and infrastructure health. beta software with veeam intelligence required for live data.

ai-youtube-video-maker composites video from images and audio via cloud gpu backend, returning 1080p mp4 exports in 1-2 minutes. requires nemo token authentication and processes mp4, mov, jpg, png, mp3 inputs through rest api with sse streaming.

local-approvals provides a cli-driven permission system for agents with approval request tracking, auto-learn capabilities, and history audit trails. state management relies on json files in the local openclaw directory.

qwen-image-edit wraps alibaba cloud's text-to-image and image editing capabilities, supporting chinese text rendering, multi-image fusion, and style transfer via command-line scripts. covers five model variants with different editing strengths.

waboxapp-integration provides a membrane-based connector for whatsapp business api operations, covering text, media, and link messaging via the membrane cli with automatic credential management and action discovery.

topmediai-ai-music generates background music for videos via cloud rendering. users upload video or text, describe desired output, and receive a 1080p mp4 within 20-40 seconds using ai music synthesis and compositing.

questionnaire extracts metrics, dimensions, and filters from uploaded business documents via prioritized matching against reference materials and direct text parsing, with optional two-way matrix output.

test-case-reviewer evaluates existing test cases, acceptance checklists, and qa materials for executability, coverage gaps, and release risk. applies domain-specific risk checks for cloud platforms and retail scenarios. does not generate cases from scratch or execute tests.