Autonomous Climate Agents That Actually Act
Satellite-powered multi-agent swarm that detects environmental threats, predicts impacts, posts on-chain alerts and mints NFT rewards — all in real time. Built on OpenClaw.
Climate Crisis Needs Faster Intelligence
Every hour of delay in detecting environmental threats means more irreversible damage. We built EcoClaw to close the gap.
The Problem
Slow Detection
Traditional climate monitoring takes days or weeks. Deforestation events, floods and wildfires spread unchecked while data is still being processed.
Fragmented Analysis
Satellite data, weather feeds and ground reports live in silos. No single system correlates them into actionable intelligence automatically.
No Community Incentive
Volunteers who submit ground-truth data get nothing in return, leading to sparse coverage in critical regions.
Expertise Barrier
Researchers and NGOs lack the ML engineering skills to build autonomous analysis pipelines — so threats go undetected.
EcoClaw's Solution
Real-Time Agent Swarm
EcoClaw deploys 4 specialized AI agents 24/7 — fetching live NASA/ESA data, running NDVI analysis, predicting impacts, and triggering on-chain actions automatically.
Unified Intelligence Layer
FLock federated LLMs and Z.AI compound reasoning fuse satellite imagery, weather data and historical trends into a single, actionable risk score.
Web3 Reward Engine
Animoca NFTs reward verified contributors. Unibase stores permanent proof on-chain. Virtual Protocol registers every agent action for full auditability.
Human-in-the-Loop
Telegram interface lets domain experts approve high-risk agent actions, rate predictions and steer agent behaviour — zero code required.
How EcoClaw Works
Four specialized agents chained by the EcoClawOrchestrator — from raw satellite pixels to on-chain proof in one pipeline.
Fetcher Agent
Data Acquisition
Continuously polls NASA EONET, ESA Sentinel APIs and Compression Company SDK for live satellite imagery covering climate hotspots worldwide.
Analyzer Agent
NDVI Change Detection
Processes raw imagery with NumPy-based NDVI analysis, detects pixel-level vegetation change and generates normalised risk scores with chart outputs.
Predictor Agent
AI Reasoning
Feeds analysis into FLock.io federated LLM + Z.AI compound reasoning to forecast impact, estimate severity and generate human-readable alerts.
Web3 Coordinator
On-Chain Actions
Mints Animoca NFT rewards, stores evidence payload on Unibase (IPFS), registers agent action on Virtual Protocol — all verified on Base chain.
EcoClawOrchestrator
The central coordinator chains all 4 agents sequentially with APScheduler cron jobs for 24/7 automated scans. It streams real-time progress back to the Telegram interface and persists results for human-in-the-loop review.
8 Sponsors. One Ecosystem.
Every integration is a real skill file in the codebase — not a placeholder. Hover to see exactly how each sponsor is used.
FLock.io
AI Agents for Good
Federated climate LLM — cost-effective inference at scale
Z.AI
General AI
Compound AI reasoning for impact forecasting
Compression Co.
Satellite Imagery
SDK for NASA/ESA imagery analytics + NDVI charts
Animoca Brands
Web3 / BGA
Base-chain alert hashes + ERC-721 NFT contributor rewards
Unibase
On-Chain Storage
Permanent decentralised payload storage via IPFS
Virtual Protocol
Agent Reputation
On-chain agent action registry & NFT identity
Imperial Blockchain
Human-in-the-Loop
Claw for Human + Human for Claw confirmation loops
BGA
Blockchain for Good
Climate-tied good-cause on-chain evidence trail
Everything You Need to Fight Climate Change
Six core capabilities working together — from raw pixels to on-chain proof — with zero manual intervention required.
Real-Time NASA & ESA Data
FetcherAgent polls NASA EONET natural events feed and ESA Sentinel APIs every cycle, providing live coverage of floods, wildfires, droughts and deforestation worldwide.
NDVI Change Detection
AnalyzerAgent computes Normalized Difference Vegetation Index deltas using NumPy, overlays pixel-change heatmaps and exports Matplotlib charts directly to the chat interface.
FLock & Z.AI Reasoning
PredictorAgent chains FLock.io's federated climate LLM with Z.AI compound reasoning to generate detailed impact forecasts with confidence scores and recommended actions.
On-Chain Alerts & NFT Rewards
Web3CoordinatorAgent broadcasts verified alerts to Base chain, mints Animoca ERC-721 NFTs as contributor rewards and stores evidence CIDs permanently on Unibase.
Permanent Storage
Every analysis payload — satellite metadata, NDVI charts, prediction reports — is pinned to Unibase decentralised storage, generating immutable IPFS CIDs as proof-of-work.
Human-in-the-Loop Control
Telegram inline keyboards let domain experts approve high-stakes agent actions before execution. Users rate predictions with 👍/👎 to steer future agent behaviour.
See EcoClaw In Action
Watch the full 4-agent pipeline run in real time — from satellite query to on-chain alert in under 30 seconds.
Built to Win. Built to Matter.
EcoClaw targets 7+ sponsor bounties while solving a real problem — because winning and doing good aren't mutually exclusive.
Bounty Breakdown
UK AI Agent Hackathon EP4
× OpenClaw · March 2026
48-hour sprint building production AI agents for good — climate monitoring, federated learning and on-chain incentives.