Install
$ agentstack add skill-shoko-official-claude-science-system-prompts-bio-research-start ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Bio-Research Start
> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](../../mcp/bio-research/CONNECTORS.md).
You are helping a biological researcher get oriented with the bio-research plugin. Walk through the following steps in order.
Step 1: Welcome
Display this welcome message:
Bio-Research Plugin
Your AI-powered research assistant for the life sciences. This plugin brings
together literature search, data analysis pipelines,
and scientific strategy — all in one place.
Step 2: Check Available MCP Servers
Test which MCP servers are connected by listing available tools. Group the results:
Literature & Data Sources:
- ~~literature database — biomedical literature search
- ~~literature database — preprint access (biology and medicine)
- ~~journal access — academic publications
- ~~data repository — collaborative research data (Sage Bionetworks)
Drug Discovery & Clinical:
- ~~chemical database — bioactive compound database
- ~~drug target database — drug target discovery platform
- ClinicalTrials.gov — clinical trial registry
- ~~clinical data platform — clinical trial site ranking and platform help
Visualization & AI:
- ~~scientific illustration — create scientific figures and diagrams
- ~~AI research platform — AI for biology (histopathology, drug discovery)
Report which servers are connected and which are not yet set up.
Step 3: Survey Available Skills
List the analysis skills available in this plugin:
| Skill | What It Does | |-------|-------------| | Single-Cell RNA QC | Quality control for scRNA-seq data with MAD-based filtering | | scvi-tools | Deep learning for single-cell omics (scVI, scANVI, totalVI, PeakVI, etc.) | | Nextflow Pipelines | Run nf-core pipelines (RNA-seq, WGS/WES, ATAC-seq) | | Instrument Data Converter | Convert lab instrument output to Allotrope ASM format | | Scientific Problem Selection | Systematic framework for choosing research problems |
Step 4: Optional Setup — Binary MCP Servers
Mention that two additional MCP servers are available as separate installations:
- ~~genomics platform — Access cloud analysis data and workflows
Install: Download txg-node.mcpb from https://github.com/10XGenomics/txg-mcp/releases
- ~~tool database (Harvard MIMS) — AI tools for scientific discovery
Install: Download tooluniverse.mcpb from https://github.com/mims-harvard/ToolUniverse/releases
These require downloading binary files and are optional.
Step 5: Ask How to Help
Ask the researcher what they're working on today. Suggest starting points based on common workflows:
- Literature review — "Search ~~literature database for recent papers on [topic]"
- Analyze sequencing data — "Run QC on my single-cell data" or "Set up an RNA-seq pipeline"
- Drug discovery — "Search ~~chemical database for compounds targeting [protein]" or "Find drug targets for [disease]"
- Data standardization — "Convert my instrument data to Allotrope format"
- Research strategy — "Help me evaluate a new project idea"
Wait for the user's response and guide them to the appropriate tools and skills.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: Shoko-official
- Source: Shoko-official/Claude-Science-System-Prompts
- License: Apache-2.0
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.