clinical-trials-search
Search ClinicalTrials.gov with natural language queries. Find clinical trials, enrollment, and outcomes using Valyu semantic search.
它会碰到什么
逐条看命中(2 条严重或高危)
- 高
scripts/search.mjs:22cred-envreadif (process.env.VALYU_API_KEY) { - 高
scripts/search.mjs:23cred-envreadreturn process.env.VALYU_API_KEY;
这一栏是扫描器报的事实,不是结论。命中多不等于有毒(安全工具、规则库、示例脚本本来就会包含危险写法),命中少也不等于干净。它和你手上的凭据、文件、网络有什么关系,需要你自己看。
技能内容
Clinical Trials Search
Search the complete ClinicalTrials.gov database of clinical studies using natural language queries powered by Valyu's semantic search API.
Why This Skill is Powerful
- No API Parameter Parsing: Just pass natural language queries directly - no need to construct complex search parameters
- Semantic Search: Understands the meaning of your query, not just keyword matching
- Full-Text Access: Returns complete trial information including phases, conditions, interventions, and outcomes
- Image Links: Includes data visualizations when available
- Comprehensive Coverage: Access to all ClinicalTrials.gov data
Requirements
- Node.js 18+ (uses built-in fetch)
- Valyu API key from https://platform.valyu.ai ($10 free credits)
CRITICAL: Script Path Resolution
The scripts/search commands in this documentation are relative to this skill's installation directory.
Before running any command, locate the script using:
CLINICAL_TRIALS_SCRIPT=$(find ~/.claude/plugins/cache -name "search" -path "*/clinical-trials-search/*/scripts/*" -type f 2>/dev/null | head -1)
Then use the full path for all commands:
$CLINICAL_TRIALS_SCRIPT "CAR-T cell therapy trials" 15
API Key Setup Flow
When you run a search and receive "setup_required": true, follow this flow:
- Ask the user for their API key:
"To search ClinicalTrials.gov, I need your Valyu API key. Get one free ($10 credits) at https://platform.valyu.ai"
- Once the user provides the key, run:
scripts/search setup <api-key>
- Retry the original search.
When to Use This Skill
- Finding ongoing and completed clinical trials
- Identifying trial eligibility criteria
- Recruiting status and enrollment information
- Comparing treatment approaches in trials
- Patient recruitment and enrollment research
- Outcomes and safety data from trials
Output Format
{
"success": true,
"type": "clinical_trials_search",
"query": "CAR-T cell therapy trials",
"result_count": 10,
"results": [
{
"title": "Trial Title",
"url": "https://clinicaltrials.gov/...",
"content": "Trial details, phase, conditions, outcomes...",
"source": "clinical-trials",
"relevance_score": 0.95,
"images": []
}
],
"cost": 0.025
}
Processing Results
With jq
# Get trial titles
scripts/search "query" 10 | jq -r '.results[].title'
# Get URLs
scripts/search "query" 10 | jq -r '.results[].url'
# Extract full content
scripts/search "query" 10 | jq -r '.results[].content'
Common Use Cases
Drug Development
# Find drug trials
scripts/search "phase 2 trials for Alzheimer's disease" 50
Treatment Research
# Search for treatment studies
scripts/search "checkpoint inhibitor combinations in lung cancer" 20
Medical Device Studies
# Find device trials
scripts/search "continuous glucose monitoring device studies" 15
Intervention Analysis
# Search for intervention studies
scripts/search "behavioral interventions for obesity" 25
Error Handling
All commands return JSON with success field:
{
"success": false,
"error": "Error message"
}
Exit codes:
0- Success1- Error (check JSON for details)
API Endpoint
- Base URL:
https://api.valyu.ai/v1 - Endpoint:
/search - Authentication: X-API-Key header
Architecture
scripts/
├── search # Bash wrapper
└── search.mjs # Node.js CLI
Direct API calls using Node.js built-in fetch(), zero external dependencies.
Adding to Your Project
If you're building an AI project and want to integrate Clinical Trials Search directly into your application, use the Valyu SDK:
Python Integration
from valyu import Valyu
client = Valyu(api_key="your-api-key")
response = client.search(
query="your search query here",
included_sources=["valyu/valyu-clinical-trials"],
max_results=20
)
for result in response["results"]:
print(f"Title: {result['title']}")
print(f"URL: {result['url']}")
print(f"Content: {result['content'][:500]}...")
TypeScript Integration
import { Valyu } from "valyu-js";
const client = new Valyu("your-api-key");
const response = await client.search({
query: "your search query here",
includedSources: ["valyu/valyu-clinical-trials"],
maxResults: 20
});
response.results.forEach((result) => {
console.log(`Title: ${result.title}`);
console.log(`URL: ${result.url}`);
console.log(`Content: ${result.content.substring(0, 500)}...`);
});
See the Valyu docs for full integration examples and SDK reference.
想直接用这个技能?
本站把开放许可(MIT / Apache 等)的技能按仓库打包整理到网盘,点一下转存到你自己的网盘,不用一个个从 GitHub 拉。许可未声明的技能只给原始仓库链接,不打包。
它属于哪个仓库
skills/clinical-trials-search/SKILL.md