instrument-data-to-all…
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D…
Use when a developer asks how to get started building healthcare or life sciences agents, wants to understand the HCLS Agents Toolkit, or asks what's available in this repository. Also use when someone asks about genomics, drug discovery, clinical trials, or biomarker agents on
$ npx -y skills add aws-samples/amazon-bedrock-agents-healthcare-lifesciences --skill hcls-get-started --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/hcls-get-startedContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when a developer asks how to get started building healthcare or life sciences agents, wants to understand the HCLS Agents Toolkit, or asks what's available in this repository. Also use when someone asks about genomics, drug discovery, clinical trials, or biomarker agents on
name: hcls-get-started description: Use when a developer asks how to get started building healthcare or life sciences agents, wants to understand the HCLS Agents Toolkit, or asks what's available in this repository. Also use when someone asks about genomics, drug discovery, clinical trials, or biomarker agents on AWS.
The HCLS Agents Toolkit provides three types of resources:
1. **Skills** — Domain workflow knowledge (this directory: `skills/`) 2. **MCP Servers** — Domain tools accessible from any MCP client (`mcp-servers/`) 3. **Agent Catalog** — 36+ production-ready deployed agents (`agents_catalog/`)
| Goal | Start here | |------|-----------| | Build a new HCLS agent from scratch | Use `hcls-build-agent` skill + `agentcore_template/` | | Deploy an existing catalog agent | Pick from `agents_catalog/`, follow its README | | Connect domain tools to your IDE | Configure MCP servers from `mcp-servers/` | | Run HCLS workflows without deploying | Use skills + MCP servers directly in your assistant |
Agents are composed from:
1. Browse skills by domain: genomics, drug discovery, clinical trials, biomarker, terminology 2. Configure MCP servers for immediate tool access (see `mcp-servers/aws-public/` and `mcp-servers/third-party/`) 3. Use `hcls-build-agent` skill when ready to build a custom agent 4. Use `hcls-deploy-agent` skill when ready to deploy to production
A library of healthcare and life sciences domain capabilities — reference agents with best practices, reusable skills, and MCP-based tools — serving builders in their IDEs, researchers in Amazon Quick, and developers deploying to AWS.
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D…
This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck…
Use when a researcher needs to query biomedical databases for biomarker discovery, build target profiles from UniProt/Open…
Use when orchestrating a multi-agent biomarker discovery workflow that requires coordinating database queries, pathway analysis,…
Use when a researcher needs to analyze biological pathways for biomarker discovery, map disease mechanisms to druggable targets…
Use when drafting clinical trial protocol sections (objectives, background, study design) grounded in ICH guidelines (E6, E8, E9)…