fda-database

Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and safety research.

2.17x

Quality

77%

Does it follow best practices?

Impact

85%

2.17x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./scientific-skills/fda-database/SKILL.md

Evaluation results

100%

49%

Drug Safety Profile Report

Drug safety profile analysis

Criteria

Without context

With context

FDAQuery class import

100%

Environment variable for API key

100%

FDAQuery instantiation

100%

Total count from meta

100%

count_by_field for reactions

100%

Exact match for reaction counting

100%

Serious events filter

100%

Specific field search

100%

Error response handling

37%

100%

Recall query uses helper method

100%

Output written to JSON file

100%

85%

38%

Insulin Pump Regulatory Intelligence Report

Medical device cross-database surveillance

Criteria

Without context

With context

FDAQuery class import

58%

Environment variable for API key

100%

Device events helper method

510k clearances helper method

100%

Multiple device endpoints queried

100%

Caching not disabled

100%

Error response handling

50%

100%

Specific field search

100%

Total count from meta

100%

Results written to JSON

100%

Run log written

100%

70%

49%

Food Allergen Recall Trend Dashboard

Temporal trend analysis and food safety monitoring

Criteria

Without context

With context

FDAQuery class import

100%

Environment variable for API key

100%

query_all() for pagination

100%

YYYYMMDD date format

Date range syntax

Food recall helper method

Specific recall reason search

62%

100%

Sort parameter syntax

100%

AND operator syntax

100%

Error response handling

100%

Results written to JSON

100%

Repository: K-Dense-AI/claude-scientific-skills
Commit: 71add64

Evaluated: 27 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Drug Safety Profile Report Insulin Pump Regulatory Intelligence Report Food Allergen Recall Trend Dashboard

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