pubchem-pug-skill
$
npx mdskill add openai/plugins/pubchem-pug-skillFetch concise PubChem compound data via REST API
- Retrieves molecular properties, descriptions, and assay summaries
- Integrates with PubChem REST endpoints and custom scripts
- Prioritizes focused records over broad data dumps by default
- Delivers markdown summaries or raw files on request
SKILL.md
.github/skills/pubchem-pug-skillView on GitHub ↗
---
name: pubchem-pug-skill
description: Submit compact PubChem PUG REST requests for compound properties, descriptions, assay summaries, and substance metadata. Use when a user wants concise PubChem summaries
---
## Operating rules
- Use `scripts/rest_request.py` for all PubChem PUG calls.
- Use `base_url=https://pubchem.ncbi.nlm.nih.gov/rest/pug`.
- Property and description endpoints usually return a single focused record; assay or broader list endpoints are better with `max_items=10`.
- Re-run requests in long conversations instead of relying on older tool output.
- Treat displayed `...` in tool previews as UI truncation, not literal request content.
## Execution behavior
- Return concise markdown summaries from the script JSON by default.
- Prefer property, description, assay summary, and substance paths instead of broad record dumps.
- If the user needs the full payload, set `save_raw=true` and report the saved file path.
## Input
- Read one JSON object from stdin.
- Required fields: `base_url`, `path`
- Optional fields: `method`, `params`, `headers`, `json_body`, `form_body`, `record_path`, `response_format`, `max_items`, `max_depth`, `timeout_sec`, `save_raw`, `raw_output_path`
- Common PubChem patterns:
- `{"base_url":"https://pubchem.ncbi.nlm.nih.gov/rest/pug","path":"compound/name/aspirin/property/MolecularFormula,MolecularWeight/JSON","record_path":"PropertyTable.Properties"}`
- `{"base_url":"https://pubchem.ncbi.nlm.nih.gov/rest/pug","path":"compound/cid/2244/description/JSON","record_path":"InformationList.Information","max_items":10}`
- `{"base_url":"https://pubchem.ncbi.nlm.nih.gov/rest/pug","path":"assay/aid/1706/summary/JSON","record_path":"AssaySummaries","max_items":10}`
## Output
- Success returns `ok`, `source`, `path`, `method`, `status_code`, `warnings`, and either compact `records` or a compact `summary`.
- Use `raw_output_path` when `save_raw=true`.
- Failure returns `ok=false` with `error.code` and `error.message`.
## Execution
```bash
echo '{"base_url":"https://pubchem.ncbi.nlm.nih.gov/rest/pug","path":"compound/name/aspirin/property/MolecularFormula,MolecularWeight/JSON","record_path":"PropertyTable.Properties"}' | python scripts/rest_request.py
```
## References
- No additional runtime references are required; keep the import package limited to this file and `scripts/rest_request.py`.
More from openai/plugins
- accessibility-and-inclusive-visualizationMake data visualizations accessible and inclusive. Use when the user needs chart or diagram accessibility guidance, text alternatives for complex visuals, color and contrast review, keyboard support, reduced-motion behavior for animation or parallax, or an accessibility QA workflow for exported figures, UML-like diagrams, and dashboards.
- agent-browserBrowser automation CLI for AI agents. Use when the user needs to interact with websites, verify dev server output, test web apps, navigate pages, fill forms, click buttons, take screenshots, extract data, or automate any browser task. Also triggers when a dev server starts so you can verify it visually.
- agent-browser-verifyAutomated browser verification for dev servers. Triggers when a dev server starts to run a visual gut-check with agent-browser — verifies the page loads, checks for console errors, validates key UI elements, and reports pass/fail before continuing.
- agents-sdkBuild AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
- ai-elementsAI Elements component library guidance — pre-built React components for AI interfaces built on shadcn/ui. Use when building chat UIs, message displays, tool call rendering, streaming responses, reasoning panels, or any AI-native interface with the AI SDK.
- ai-gatewayVercel AI Gateway expert guidance. Use when configuring model routing, provider failover, cost tracking, or managing multiple AI providers through a unified API.
- ai-generation-persistenceAI generation persistence patterns — unique IDs, addressable URLs, database storage, and cost tracking for every LLM generation
- ai-sdkVercel AI SDK expert guidance. Use when building AI-powered features — chat interfaces, text generation, structured output, tool calling, agents, MCP integration, streaming, embeddings, reranking, image generation, or working with any LLM provider.
- aiq-deploy|
- aiq-research|