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Install in OpenClaw
/install pharmaclaw-market-intel-agent
Description
Fetches and analyzes FAERS (FDA Adverse Event Reporting System) data from openFDA API. Supports drug names and SMILES (resolves via PubChem). Generates: even...
Usage Guidance
This skill appears to do what it says: query public drug safety and clinical trial APIs, resolve SMILES via PubChem, and produce JSON and PNG outputs. Before installing: (1) ensure your runtime has the required Python packages (requests, pandas, matplotlib) or run it in a Python environment that provides them; (2) be aware the scripts make outbound HTTP requests to public APIs (open.fda.gov, pubchem.ncbi.nlm.nih.gov, clinicaltrials.gov) and will write files to the output directory; (3) review the included scripts locally if you want to confirm no additional network endpoints or behaviors are added; and (4) note there is no homepage or source repository listed—if provenance is important, ask the publisher for a code repository or license before using in sensitive environments.
Capability Analysis
Type: OpenClaw Skill
Name: pharmaclaw-market-intel-agent
Version: 1.0.0
The skill bundle is a legitimate tool for pharmaceutical market intelligence, providing functionality to query the openFDA FAERS and ClinicalTrials.gov APIs. The scripts (query_faers.py, query_trials.py, and chain_entry.py) handle data retrieval, SMILES string resolution via PubChem, and report generation (JSON and PNG plots) in a standard and safe manner. There is no evidence of malicious intent, data exfiltration, or unauthorized execution; network calls are restricted to reputable scientific and governmental endpoints.
Capability Assessment
Purpose & Capability
Name/description (FAERS, PubChem SMILES resolution, ClinicalTrials.gov) match the included scripts (query_faers.py, query_trials.py, chain_entry.py). The workflows, output files, and APIs used align with the claimed functionality.
Instruction Scope
SKILL.md directs the agent to run the provided scripts which only query public APIs (openFDA, PubChem, ClinicalTrials.gov), generate JSON summaries and plots, and write outputs to an output directory. The instructions do not request unrelated files, credentials, or system-wide state.
Install Mechanism
This is instruction-only (no install spec) but includes Python scripts that import third-party packages (requests, pandas, matplotlib). The skill does not declare these dependencies or provide an install step; runtime failures are likely unless the environment already provides them. No risky remote installers or unknown download URLs are present.
Credentials
The skill declares no required environment variables, credentials, or config paths. The external network access it performs (public APIs) is proportionate to its purpose. There are no requests for unrelated secrets or credentials.
Persistence & Privilege
always is false and the skill does not request persistent system privileges. It writes outputs into user-specified output directories but does not modify other skills or system configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pharmaclaw-market-intel-agent - After installation, invoke the skill by name or use
/pharmaclaw-market-intel-agent - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of pharmaclaw-market-intel-agent.
- Fetches and analyzes FDA Adverse Event Reporting System (FAERS) data via openFDA.
- Supports queries using both drug names and SMILES (auto-resolves to name via PubChem).
- Outputs JSON summaries, PNG bar charts (yearly reports, top reactions/outcomes), and sample recent events.
- Integrates with ClinicalTrials.gov API v2 to provide clinical trial summaries, bar charts, and timelines.
- Designed for chaining in agent workflows for market intel, safety, and competitive landscape analysis.
Metadata
Frequently Asked Questions
What is Pharmaclaw Market Intel Agent?
Fetches and analyzes FAERS (FDA Adverse Event Reporting System) data from openFDA API. Supports drug names and SMILES (resolves via PubChem). Generates: even... It is an AI Agent Skill for Claude Code / OpenClaw, with 278 downloads so far.
How do I install Pharmaclaw Market Intel Agent?
Run "/install pharmaclaw-market-intel-agent" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Pharmaclaw Market Intel Agent free?
Yes, Pharmaclaw Market Intel Agent is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Pharmaclaw Market Intel Agent support?
Pharmaclaw Market Intel Agent is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Pharmaclaw Market Intel Agent?
It is built and maintained by Cheminem (@cheminem); the current version is v1.0.0.
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