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Install in OpenClaw
/install neoantigen-predictor
Description
Generate NIH Biosketch documents compliant with the 2022 OMB-approved.
Usage Guidance
Do not assume this package provides a neoantigen prediction tool — the name/slug and the shipped content disagree. Before installing or running: (1) confirm with the publisher which functionality you intended to get; (2) inspect scripts/main.py yourself (you can run python -m py_compile scripts/main.py to check syntax); (3) run the script in a sandboxed environment or container if you need to execute it; (4) expect the script to contact NCBI/Entrez (network access) and to read a JSON input and write a DOCX output; (5) if you expected a neoantigen predictor, reject this package and ask for the correctly labeled skill or a verified source. The mismatch in name/metadata and unknown source are the main reasons for caution.
Capability Analysis
Type: OpenClaw Skill
Name: neoantigen-predictor
Version: 1.0.0
The skill is a legitimate tool for generating NIH-compliant Biosketch documents in DOCX format. The core logic in `scripts/main.py` uses standard libraries (`python-docx` and `requests`) to process user-provided JSON data and fetch publication metadata from the official NIH PubMed API (eutils.ncbi.nlm.nih.gov). The documentation in `SKILL.md` is transparent about its capabilities, including a risk assessment for network and file access, and contains no instructions designed to subvert the agent or exfiltrate sensitive data.
Capability Assessment
Purpose & Capability
Registry metadata (name: 'Neoantigen Predictor', slug: 'neoantigen-predictor') conflicts with the SKILL.md and scripts which implement 'nih-biosketch-builder' (NIH biosketch generation). This mismatch suggests repackaging or mislabeling — a skill claiming one capability but containing unrelated code is incoherent and potentially misleading.
Instruction Scope
SKILL.md's runtime instructions are scoped to validating inputs, running scripts/main.py, and optionally importing PubMed data. The instructions explicitly mention network access to PubMed and writing DOCX output; they do not request unrelated system files or credentials. This scope is consistent with the biosketch purpose, but it does not match the registry name.
Install Mechanism
No install spec is provided (instruction-only packaging with an included script). Dependencies are standard Python packages (python-docx, requests) listed in requirements.txt — no external downloads, URL fetches for code, or archive extraction in the install metadata.
Credentials
The skill requires no environment variables, no credentials, and no special config paths. The included code uses requests to call NCBI PubMed APIs (expected for auto-importing publications) and writes DOCX files — these are proportionate to the declared biosketch functionality.
Persistence & Privilege
Skill is not always-on, has no elevated persistence flags, and does not declare changes to other skills or global agent configuration. Autonomous invocation is enabled by default but is not combined here with broad credentials or always:true.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install neoantigen-predictor - After installation, invoke the skill by name or use
/neoantigen-predictor - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: NIH Biosketch Builder skill (v1.0.0)
- Generates NIH Biosketch documents compliant with the 2022 OMB-approved format.
- Command-line interface supports JSON input and DOCX output in official template.
- Auto-imports publication data from PubMed using PMID.
- Includes workflow guidelines, error handling, and security checklist.
- Provides audit-ready commands and explicit output requirements.
- Contains reference material and usage examples for academic grant applications.
Metadata
Frequently Asked Questions
What is Neoantigen Predictor?
Generate NIH Biosketch documents compliant with the 2022 OMB-approved. It is an AI Agent Skill for Claude Code / OpenClaw, with 90 downloads so far.
How do I install Neoantigen Predictor?
Run "/install neoantigen-predictor" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Neoantigen Predictor free?
Yes, Neoantigen Predictor is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Neoantigen Predictor support?
Neoantigen Predictor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Neoantigen Predictor?
It is built and maintained by AIpoch (@aipoch-ai); the current version is v1.0.0.
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