General Chemical Pricing
SkillDev toolsRetrieves averaged elemental prices and provides direct vendor purchase links for elements and precursor compounds.
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Then ask your AI: use the General Chemical Pricing skill
What this skill tells your AI
The instructions your AI receives, as published by learningmatter-mit/atomisticskills in .agents/skills/general-chemical-pricing/SKILL.md and read by ahel’s review.
Goal
To programmatically query averaged bulk commodity prices for pure chemical elements (in USD/kg) and to retrieve direct chemical vendor links for ordering specific precursor compounds or elemental forms.
Instructions
1. Get Pricing and Vendor Links
Use this script to search for the pricing details of a given element or chemical compound. The script aggregates Wikipedia's USGS elemental data with PubChem's registered supplier vendor lists.
# Env: base-agent
python .agents/skills/general-chemical-pricing/scripts/get_pricing.py <Query Name or Symbol>
Parameters:
<Query Name or Symbol>: The name, symbol, or full compound name (e.g., "Lithium", "Li", "Lithium carbonate", "Li2CO3"). Ensure multi-word compounds are wrapped in quotes (e.g.,"Lithium carbonate").
Examples
See examples/lithium-carbonate/README.md for a complete run of querying elemental lithium alongside a molecular precursor.
Constraints
- Environments: The script requires the
base-agentConda environment because it uses standard requests, beautifulsoup4, and pubchempy libraries. Each code block MUST specify the environment. - Price Precision: Elemental bulk prices presented are averaged and highly dependent on market fluctuations and the reference year (scraped dynamically from Wikipedia's USGS Mineral Commodity list).
- Vendor Links: For compounds, live price points are not freely accessible via unauthenticated APIs. The skill provides a robust PubChem URL that aggregates active supplier links where live pricing can be interactively observed.
References
- USGS Mineral Commodity Summaries (via Wikipedia). Prices of chemical elements
- PubChem PUG REST API for retrieving CIDs. PubChem API
Author: Bowen Deng Contact: GitHub @learningmatter-mit
Signals
- GitHub stars
- 164
- Forks
- 24
- Last commit
- Sep 2026
Advanced
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- skill
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general-chemical-pricing- Source
- github.com/learningmatter-mit/atomisticskills