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Agent skill

Fda Orange Book Query

by QSong-github in QSong-github/DrugClaw

Query or inspect the FDA Orange Book - FDA-Approved Drug Products Listing resource for drug-centric tasks with emphasis on drug knowledgebase Use whenever Codex needs the calling pattern…

No licenceAuto-check passed

Install Fda Orange Book Query

skills CLI
$ npx skills add QSong-github/DrugClaw --skill fda-orange-book-query -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install QSong-github/DrugClaw fda-orange-book-query --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/QSong-github/DrugClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/drug_knowledgebase/fda_orange_book .claude/skills/fda-orange-book-query && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
fda-orange-book-query
GitHub stars
116
Used in
1 other repo
Token cost
~521 tokens
SKILL.md length
180 words
Files
6
Skills in repo
31
Repo updated
First seen
Licence
None found

At a glance

Query or inspect the FDA Orange Book - FDA-Approved Drug Products Listing resource for drug-centric tasks with emphasis on drug knowledgebase Use whenever Codex needs the calling pattern…

  • Codex needs the calling pattern
  • SKILL.md covers Paired Example, API Surface, Usage and Validation, plus 2 more sections
  • Runs Python scripts from its folder; calls python
  • Downloadable entrypoint

What it does

Fda Orange Book Query is an agent skill from QSong-github/DrugClaw. Query or inspect the FDA Orange Book - FDA-Approved Drug Products Listing resource for drug-centric tasks with emphasis on drug knowledgebase Use whenever Codex needs the calling pattern, downloadable entrypoint, or example query flow from this skill example script.

Its SKILL.md is about 520 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files (for example `README.md`, `__init__.py` and `example.py`).

The repository describes itself as: 🦀 Agentic RAG for drug intelligence · 57 skills · 15 task categories · DTI · ADR · DDI · PGx · Repurposing · Powered by LangGraph.

When your agent uses it

  • Codex needs the calling pattern
  • Downloadable entrypoint
  • Example query flow from this skill example script

Example prompts

  • “/fda-orange-book-query”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit bc7b93e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships script files (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • accessdata.fda.gov
    • api.fda.gov

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Fda Orange Book Query loads about 521 tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 180 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~521

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 180 words (~521 tokens).

“Use this file as the compact operator guide for the paired skillexamples script. Prefer reading the Python example itself for exact request parameters, field names, and response handling.”

— opening of SKILL.md by QSong-github
name
fda-orange-book-query

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files in skills/drug_knowledgebase/fda_orange_book of QSong-github/DrugClaw.

  • SKILL.md
  • README.md
  • __init__.py
  • example.py
  • fda_orange_book_skill.py
  • retrieve.py

Open the folder on GitHubat commit bc7b93e

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in QSong-github/DrugClaw, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Fda Orange Book Query next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Fda Orange Book Query compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Fda Orange Book Query this skillQSong-github/DrugClaw1161 repos~521Automated safety check: PassNone
Node Inspect Debuggeropenclaw/openclaw392k1 repos~894Automated safety check: PassMIT
Day Booksickn33/agentic-awesome-skills47k1 repos~7kAutomated safety check: PassMIT
BookingsBuilderIO/agent-native7.1k—~345Automated safety check: PassNone
Operator Approval Loopaffaan-m/ECC275k—~3.3kAutomated safety check: PassMIT
Tooluniverse Drug Drug Interactionwu-yc/LabClaw1.1k2 repos~813Automated safety check: PassNone

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More from QSong-github/DrugClaw

All 31 skills in this repo

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  • Drkg Query

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  • Drugbank Query

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  • Drugcentral Query

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  • Drugmechdb Query

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    Query the DrugMechDB drug mechanism-of-action database. An agent skill from QSong-github/DrugClaw.

    116 GitHub starsUsed in 1 repo~734 tokens
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  • Iuphar Pharmacology

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Questions about Fda Orange Book Query

What does Fda Orange Book Query do?

Query or inspect the FDA Orange Book - FDA-Approved Drug Products Listing resource for drug-centric tasks with emphasis on drug knowledgebase Use whenever Codex needs the calling pattern…. Fda Orange Book Query is an agent skill from QSong-github/DrugClaw. Query or inspect the FDA Orange Book - FDA-Approved Drug Products Listing resource for drug-centric tasks with emphasis on drug knowledgebase Use whenever Codex needs the calling pattern, downloadable entrypoint, or example query flow from this skill example script.

When should I use Fda Orange Book Query?

Fda Orange Book Query fits situations like: Codex needs the calling pattern; downloadable entrypoint; example query flow from this skill example script.

How do I install Fda Orange Book Query in Claude Code?

Run `npx skills add QSong-github/DrugClaw --skill fda-orange-book-query -a claude-code`. Or copy the skill folder (skills/drug_knowledgebase/fda_orange_book in QSong-github/DrugClaw) into .claude/skills/fda-orange-book-query in your project. Claude Code loads it when a task matches its description.

How do I install Fda Orange Book Query in Codex?

Run `npx skills add QSong-github/DrugClaw --skill fda-orange-book-query -a codex`. Or copy the skill folder (skills/drug_knowledgebase/fda_orange_book in QSong-github/DrugClaw) into .agents/skills/fda-orange-book-query in your project. Codex loads it when a task matches its description.

Can I use Fda Orange Book Query in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add QSong-github/DrugClaw --skill fda-orange-book-query -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fda-orange-book-query, .gemini/skills/fda-orange-book-query, .github/skills/fda-orange-book-query and .opencode/skills/fda-orange-book-query in your project.

What does Fda Orange Book Query need to run?

Going by SKILL.md and its folder, Fda Orange Book Query needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Fda Orange Book Query access the network?

SKILL.md names 2 domains. As links in the text: accessdata.fda.gov and api.fda.gov. This is read from the text; nothing was executed.

Is Fda Orange Book Query safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Fda Orange Book Query use?

No licence was found for Fda Orange Book Query or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Fda Orange Book Query use?

About 521 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Fda Orange Book Query?

Skills that share tags, products or a category with Fda Orange Book Query: Node Inspect Debugger (openclaw/openclaw, 392k stars), Day Book (sickn33/agentic-awesome-skills, 47k stars), Bookings (BuilderIO/agent-native, 7.1k stars) and Operator Approval Loop (affaan-m/ECC, 275k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Fda Orange Book Query?

QSong-github (a GitHub user) maintains it in QSong-github/DrugClaw, which has 116 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on August 25, 2026.

Source: QSong-github/DrugClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.