Score, monitor, and troubleshoot AI agent fleets in production. Built for ops teams running 1-100+ agents.
The English summary is being prepared. Showing the original description.
Run score Not tested
See how to installReview the instructions the agent will receive before you install.
Score, monitor, and troubleshoot AI agent fleets in production. Built for ops teams running 1-100+ agents.
Evaluates your agent deployment across 6 dimensions and returns a 0-100 health score with specific fixes.
| Score | Rating | Action |
|---|---|---|
| 80-100 | Production-grade | Optimize and scale |
| 60-79 | Operational | Fix gaps before scaling |
| 40-59 | Risky | Immediate remediation needed |
| 0-39 | Blind | Stop scaling, instrument first |
Ask the agent to evaluate your setup:
Run the agent observability assessment against our current deployment:
- How many agents are running?
- What monitoring exists today?
- What broke in the last 30 days?
- What's our monthly agent spend?
- Who gets alerted when an agent fails?
| Company Size | Unmonitored Waste | Monitoring Investment | Net Savings |
|---|---|---|---|
| 1-5 agents | $2K-$8K/mo | $500-$1K/mo | $1.5K-$7K/mo |
| 5-20 agents | $8K-$45K/mo | $2K-$5K/mo | $6K-$40K/mo |
| 20-100 agents | $45K-$200K/mo | $8K-$20K/mo | $37K-$180K/mo |
Week 1-2: Inventory all agents, document intended scope, tag cost centers Week 3-4: Deploy execution logging (every tool call, every output) Month 2: Build dashboards — cost per task, error rate, latency P95 Month 3: Automated alerting — failure detection <5 min, cost anomaly flags, scope violations
| Industry | Critical Dimension | Why |
|---|---|---|
| Financial Services | Security & Boundaries | Regulatory audit trails mandatory |
| Healthcare | Output Quality | Clinical accuracy non-negotiable |
| Legal | Execution Visibility | Billing requires task-level tracking |
| Ecommerce | Cost Attribution | Margin-sensitive, waste kills profit |
| SaaS | Fleet Coordination | Multi-tenant agent isolation |
| Manufacturing | Failure Recovery | Downtime = production line stops |
| Construction | Security & Boundaries | Safety-critical document handling |
| Real Estate | Output Quality | Valuation errors = liability |
| Recruitment | Fleet Coordination | Candidate pipeline handoffs |
| Professional Services | Cost Attribution | Client billing accuracy |
Built by AfrexAI — we help businesses run AI agents that actually make money.
No reviews yet. Tell others what you thought.
No login needed. Share how it worked for you, ask a question, or note where it did not run.
No comments yet. Be the first to write one.
name: 4d-compression-core version: 1.0.2 description: "把长内容压缩成结构化向量——节省 60-80% Token，保留核心信息" metadata: { "openclaw": { "emoji": "🌀", "requires": { "bins": ["jq", "awk"] }, "triggers": ["压缩", "4d",...
The English summary is being prepared. Showing the original description.
Use cheap, TEE-verified AI models from the 0G Compute Network as OpenClaw providers. Discover available models and compare pricing vs OpenRouter, verify provider integrity via hardware attestation (Intel TDX), manage your 0G wallet and sub-accounts, and configure models in OpenClaw with one workflow. Supports DeepSeek, GLM-5, Qwen, and other models available on the 0G marketplace.
The English summary is being prepared. Showing the original description.
Send and receive P2P messages using disposable numbers and PINs. No servers, no accounts. Use for human notifications, approval flows, and agent-to-agent communication.
The English summary is being prepared. Showing the original description.
Query historical crypto market data from 0xArchive across Hyperliquid, Lighter.xyz, and HIP-3. Covers orderbooks, trades, candles, funding rates, open interest, liquidations, and data quality. Use when the user asks about crypto market data, orderbooks, trades, funding rates, or historical prices on Hyperliquid, Lighter.xyz, or HIP-3.
The English summary is being prepared. Showing the original description.
Find and complete paid tasks on the 0xWork decentralized marketplace (Base chain, USDC escrow). Use when: the agent wants to earn money/USDC by doing work, discover available tasks, claim a bounty, submit deliverables, check earnings or wallet balance, or set up as a 0xWork worker. Task categories: Writing, Research, Social, Creative, Code, Data. NOT for: posting tasks (use the website), managing the 0xWork platform, or frontend development.
The English summary is being prepared. Showing the original description.
Patterns and practices that dramatically accelerate development velocity. Covers parallel execution, automation, feedback loops, workflow optimization, and anti-pattern avoidance. Use when starting projects, planning sprints, optimizing workflows, or onboarding developers.
The English summary is being prepared. Showing the original description.