Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Get Started Free →

Chemistry Agent — measured AI agent skill | DecimalAI

Chemistry Agent

SkillScore65Maintained

chemistry-agent

Autonomous chemical synthesis & analysis

AI/MLby FreedomIntelligence

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Research pack

decimalai skills pull chemistry-agent

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/chemistry-agent/SKILL.md

Raw file: /s/chemistry-agent/SKILL.md ↗ · machine-readable summary at /s/chemistry-agent.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 6d ago

—-23% tokens0% turns65% of whole cases pass with skill (15/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	-76%	0%
case-03	✗→✓	▲ Improved	-53%	0%
case-04	✗→✓	▲ Improved	-58%	0%
case-05	✗→✓	▲ Improved	-72%	0%
case-06	✗→✓	▲ Improved	35%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

FreedomIntelligence / OpenClaw-Medical-Skills

skills/chemistry-agent/SKILL.md

View on GitHub ↗

License MITImported 8/1/2026Version v2

Skill contents

SKILL.md

<!--

COPYRIGHT NOTICE

This file is part of the "Universal Biomedical Skills" project.

Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>

All Rights Reserved.

#

This code is proprietary and confidential.

Unauthorized copying of this file, via any medium is strictly prohibited.

#

Provenance: Authenticated by MD BABU MIA

-->

Chemistry Agent

The Chemistry Agent is a specialized module for autonomous chemical reasoning, synthesis planning, and property prediction. It integrates with computational chemistry tools and potentially lab automation hardware.

When to Use This Skill

When you need to design a synthesis route for a molecule.
When predicting chemical properties (solubility, toxicity).
When analyzing reaction mechanisms.

Core Capabilities

Retrosynthesis: Planning backward from target to starting materials.
Property Prediction: Estimating physicochemical properties.
Reaction Optimization: Suggesting optimal conditions.

Example Usage

User: "Plan a synthesis route for Aspirin."

Agent Action:

bash
python3 src/chemistry/main.py --target "Aspirin" --task "retrosynthesis"

Want to see if chemistry-agent would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.