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Install in OpenClaw
/install network-tox-docking-research-planner
Description
Generates four-tier network toxicology and molecular docking research plans from a toxicant and disease input, detailing targets, pathways, docking, workflow...
Usage Guidance
This skill is instruction-only and appears coherent for designing network toxicology + docking studies. Before using it: (1) recognize that any docking recommendations that require online servers (e.g., CB‑Dock2) will typically involve uploading molecular structures — avoid uploading proprietary or unpublished compounds if you need confidentiality; (2) treat the outputs as planning guidance, not executed analyses — the skill will recommend datasets and tools but does not run them; (3) be cautious about literature citations or curated targets the assistant provides — verify PubMed citations and any 'manually curated' targets because the model can hallucinate sources; (4) if you expect automated execution (fetching datasets, running docking), confirm the platform/tooling used will actually perform those actions and respects data-handling policies; (5) if you need to keep data private, plan to run recommended analyses locally or on trusted infrastructure rather than using public web services.
Capability Analysis
Type: OpenClaw Skill
Name: network-tox-docking-research-planner
Version: 0.1.0
The bundle is a research planning tool designed to guide an AI agent in generating scientific study designs for network toxicology and molecular docking. The instructions in SKILL.md and the reference files (modules.md, study-patterns.md) focus entirely on legitimate bioinformatics workflows, such as retrieving data from public databases (PubChem, GeneCards, STRING) and outlining computational analysis steps. There is no evidence of malicious intent, data exfiltration, or harmful prompt injection; rather, the instructions include rigorous scientific constraints, such as warning against overinterpreting docking results and providing fallback logic for low-data scenarios.
Capability Assessment
Purpose & Capability
The skill's name/description (network toxicology + molecular docking research plans) matches the content of SKILL.md and reference files. It recommends plausible data sources and tools (CTD, SwissTargetPrediction, GeneCards, STRING, GEO, CB-Dock2/AutoDock Vina, Cytoscape, clusterProfiler) that a researcher would legitimately consider when designing such studies. No unrelated credentials, binaries, or system paths are required.
Instruction Scope
The runtime instructions stay within the planning/design scope (produce four-tier plans, stepwise workflows, validation, figure lists). They refer to external public services and tools (PubChem, CTD, GeneCards, STRING, GEO, CB‑Dock2, AlphaFold) which is appropriate for the domain. Two operational cautions: (1) some recommended steps (docking with CB‑Dock2 or using online services) imply uploading ligand/receptor data to third-party servers — that is necessary for docking but could expose proprietary/unpublished structures; (2) the skill repeatedly instructs 'manual literature curation' and detailed dataset selection, which relies on the model to fetch/summarize external literature and could result in hallucinated citations if the agent fabricates sources. Functionally coherent, but users should be aware of data-sharing and content‑quality risks.
Install Mechanism
There is no install specification and no code files — this is instruction-only. Nothing will be written to disk or installed by the skill itself. Recommended external tools are referenced only as analysis suggestions (no installation steps), which is proportionate for a planner.
Credentials
The skill requests no environment variables, credentials, or config paths. All required actions (public database queries, literature curation, docking recommendations) can be performed without supplying secrets. No disproportionate credential access is requested.
Persistence & Privilege
The skill is not forced-always; autonomous invocation is enabled by default but not combined with elevated privileges. It does not request persistent system-wide changes or access to other skills' credentials or configs. No persistence/privilege concerns identified.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install network-tox-docking-research-planner - After installation, invoke the skill by name or use
/network-tox-docking-research-planner - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of network-tox-docking-research-planner.
- Generates complete network toxicology + molecular docking research designs given any toxicant–disease pair.
- Always outputs four workload configurations (Lite / Standard / Advanced / Publication+), with a recommended main plan and publication upgrade path.
- Includes rigorous step-by-step workflow, figure plan, validation strategy, and dataset integration.
- Designed to be triggered by a wide range of user phrasings and languages (English/Chinese, formal/informal).
- Strict rules for design scope, required evidence layers, and handling of insufficient input.
Metadata
Frequently Asked Questions
What is Network Tox Docking Research Planner?
Generates four-tier network toxicology and molecular docking research plans from a toxicant and disease input, detailing targets, pathways, docking, workflow... It is an AI Agent Skill for Claude Code / OpenClaw, with 230 downloads so far.
How do I install Network Tox Docking Research Planner?
Run "/install network-tox-docking-research-planner" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Network Tox Docking Research Planner free?
Yes, Network Tox Docking Research Planner is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Network Tox Docking Research Planner support?
Network Tox Docking Research Planner is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Network Tox Docking Research Planner?
It is built and maintained by shanruoyu (@shanruoyu); the current version is v0.1.0.
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