messari-deep-research

Messari 深度研究工作流

目标

针对任意加密主题、资产、领域或问题，生成全面、详尽的研究报告。使用 Messari 的异步 AI 深度研究引擎，该引擎会抓取其知识图谱、链上数据和新闻，生成机构级报告。

每次运行费用：约 $0.50–$2.00 USDC（Base），异步运行，耗时 5–15 分钟

触发语句

• “撰写一份关于 [主题] 的深度研究报告”
• “为我全面分析 [资产/协议]”
• “研究 [DeFi/L2/RWA 等] 领域”
• “深入研究 [主题]”
• “生成一份研究报告”

---

步骤 0 — 运行前检查：检查余额

mp token balance list --wallet main --chain base --json

确保 Base 上至少有 $3.00 USDC。

---

步骤 1 — 启动深度研究任务

mp x402 request \
  --method POST \
  --url "https://api.messari.io/ai/v1/deep-research" \
  --body '{
    "query": "<your research question or topic>"
  }' \
  --wallet main \
  --chain base

查询示例：

• "What is the investment thesis for Ethereum restaking protocols in 2025?"
• "Analyze the competitive landscape of L2 rollups"
• "What are the key risks in the RWA tokenization sector?"
• "Deep dive on Solana's DeFi ecosystem"

**响应：**返回任务 id（例如 dr_abc123）和状态 pending。

{
  "id": "dr_abc123",
  "status": "pending",
  "created_at": "2025-..."
}

---

步骤 2 — 轮询任务是否完成（免费，重复直到完成）

mp x402 request \
  --method GET \
  --url "https://api.messari.io/ai/v1/deep-research/<JOB_ID>" \
  --wallet main \
  --chain base

状态值：

• pending — 任务已排队，60 秒后重试
• processing — 正在生成，60 秒后重试
• completed — 报告已就绪，提取 result
• failed — 任务失败，检查 error 字段

轮询免费（无需付款）。每隔 30–60 秒轮询一次。

---

步骤 3 — 获取已完成的报告

状态为 completed 后，响应中会包含完整报告：

{
  "id": "dr_abc123",
  "status": "completed",
  "result": {
    "title": "...",
    "summary": "...",
    "sections": [...],
    "sources": [...]
  }
}

---

完整工作流脚本（含自动轮询）

#!/bin/bash
# messari-deep-research.sh "<research query>"
# Usage: ./messari-deep-research.sh "Analyze the Solana DeFi ecosystem"

QUERY="${1:-What are the top crypto narratives for 2025?}"
WALLET="main"
CHAIN="base"
BASE="https://api.messari.io"
OUT="$HOME/.config/moonpay/research/deep-$(date -u +%Y%m%d-%H%M%S)"
mkdir -p "$(dirname "$OUT")"

echo "Starting deep research: \"$QUERY\""
echo ""

# Step 1: Start job
RESPONSE=$(mp x402 request --method POST \
  --url "${BASE}/ai/v1/deep-research" \
  --body "{\"query\": \"${QUERY}\"}" \
  --wallet "$WALLET" --chain "$CHAIN")
echo "$RESPONSE" > "${OUT}-job.json"

JOB_ID=$(echo "$RESPONSE" | python3 -c "import sys,json; print(json.load(sys.stdin)['id'])" 2>/dev/null)

if [ -z "$JOB_ID" ]; then
  echo "ERROR: Could not extract job ID. Response:"
  echo "$RESPONSE"
  exit 1
fi

echo "Job started: $JOB_ID"
echo "Polling for completion (this takes 5–15 minutes)..."

# Step 2: Poll loop
while true; do
  sleep 30
  STATUS_RESPONSE=$(mp x402 request --method GET \
    --url "${BASE}/ai/v1/deep-research/${JOB_ID}" \
    --wallet "$WALLET" --chain "$CHAIN")

  STATUS=$(echo "$STATUS_RESPONSE" | python3 -c "import sys,json; print(json.load(sys.stdin).get('status','unknown'))" 2>/dev/null)
  echo "  Status: $STATUS ($(date +%H:%M:%S))"

  if [ "$STATUS" = "completed" ]; then
    echo "$STATUS_RESPONSE" > "${OUT}-report.json"
    echo ""
    echo "Report complete! Saved to ${OUT}-report.json"
    break
  elif [ "$STATUS" = "failed" ]; then
    echo "ERROR: Research job failed."
    echo "$STATUS_RESPONSE"
    exit 1
  fi
done

---

取消正在运行的任务

mp x402 request \
  --method POST \
  --url "https://api.messari.io/ai/v1/deep-research/<JOB_ID>/cancel" \
  --wallet main \
  --chain base

---

列出过往研究任务

mp x402 request \
  --method GET \
  --url "https://api.messari.io/ai/v1/deep-research" \
  --wallet main \
  --chain base

---

输出格式

按以下格式呈现已完成的报告：

## Deep Research: [Report Title]
**Job ID:** dr_abc123
**Generated:** [timestamp]
**Cost:** ~$X.XX USDC

### Executive Summary
[2-3 paragraph summary]

### [Section 1 Title]
[content]

### [Section 2 Title]
[content]

...

### Sources
- [source 1]
- [source 2]

---

优质研究查询

资产深度分析：

• "Investment thesis for [TOKEN]: fundamentals, competition, risks, and outlook"
• "On-chain health of [TOKEN]: activity, retention, revenue"

领域分析：

• "Competitive landscape of Ethereum L2 rollups in 2025"
• "State of RWA tokenization: market size, key players, regulatory risks"
• "DeFi lending protocols: risk comparison across Aave, Compound, and Morpho"

叙事研究：

• "What is the AI x crypto narrative and which projects are best positioned?"
• "Is the memecoin supercycle over? Evidence and counterarguments"

宏观：

• "How does the current macro environment affect crypto market structure?"

---

注意事项

• 深度研究以异步方式运行——启动任务后即可离开，稍后再回来；不要一直等待
• 报告质量明显高于一次性 AI 聊天
• 如果状态为 processing 且轮询超过 20 分钟，任务可能已卡住——请取消后重试
• 使用 Base 上的 USDC 付款（--chain base）
• 免费轮询：步骤 2 的 GET 请求不会触发付款

相关技能

• messari-x402 — 核心端点参考和快速 AI 聊天（/ai/v2/chat/completions）
• messari-token-research — 使用多个数据端点，更快速、低成本地研究代币
• messari-alpha-scout — 发掘值得深入研究的主题
• messari-funding-intel — 补充融资数据