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// Skill profile

Chemistry Query Agent v1.4.0

name: chemistry-query

by cheminem · published 2026-03-22

图像生成数据处理加密货币
Total installs
0
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Last updated
2026-03
// Install command
$ claw add gh:cheminem/cheminem-chemistry-query
View on GitHub
// Full documentation

---

name: chemistry-query

description: Chemistry agent skill for PubChem API queries (compound info/properties, structures/SMILES/images, synthesis routes/references) + RDKit cheminformatics (SMILES to molecule props/logP/TPSA, 2D PNG/SVG viz, Morgan fingerprints, retrosynthesis/BRICS disconnects, multi-step synth planning). Use for chemistry tasks involving compounds, molecules, structures, PubChem data, RDKit analysis, SMILES processing, synthesis routes, retrosynthesis, reaction simulation. Triggers on chemistry, compounds, molecules, chemical data/properties, PubChem, RDKit, SMILES, structures, synthesis, reactions, retrosynthesis, synth plan/route.

---

# Chemistry Query Agent v1.4.0

Overview

Full-stack chemistry toolkit combining PubChem data retrieval with RDKit molecule processing, visualization, analysis, retrosynthesis, and synthesis planning. All outputs are structured JSON for easy downstream chaining. Generates PNG/SVG images on demand.

**Key capabilities:**

  • PubChem compound lookup (info, structure, synthesis refs, similarity search)
  • RDKit molecular properties (MW, logP, TPSA, HBD/HBA, rotatable bonds, aromatic rings)
  • 2D molecule visualization (PNG/SVG)
  • BRICS retrosynthesis with recursive depth control
  • Multi-step synthesis route planning
  • Forward reaction simulation with SMARTS templates
  • Morgan fingerprints and similarity/substructure search
  • 21 named reaction templates (Suzuki, Heck, Grignard, Wittig, Diels-Alder, etc.)
  • Quick Start

    # PubChem compound info
    exec python scripts/query_pubchem.py --compound "aspirin" --type info
    
    # Molecular properties from SMILES
    exec python scripts/rdkit_mol.py --smiles "CC(=O)Oc1ccccc1C(=O)O" --action props
    
    # Retrosynthesis
    exec python scripts/rdkit_mol.py --target "CC(=O)Oc1ccccc1C(=O)O" --action retro --depth 2
    
    # Full chain (name → props + draw + retro)
    exec python scripts/chain_entry.py --input-json '{"name": "caffeine", "context": "user"}'

    Scripts

    `scripts/query_pubchem.py`

    PubChem REST API queries with automatic name→CID resolution and timeout handling.

    --compound <name|CID> --type <info|structure|synthesis|similar> [--format smiles|inchi|image|json] [--threshold 80]
  • **info:** Formula, MW, IUPAC name, InChIKey (JSON)
  • **structure:** SMILES, InChI, image URL, or full JSON
  • **synthesis:** Synonyms/references for a compound
  • **similar:** Similar compounds by 2D fingerprint (top 20)
  • `scripts/rdkit_mol.py`

    RDKit cheminformatics engine. Resolves names via PubChem automatically.

    --smiles <SMILES> --action <props|draw|fingerprint|similarity|substruct|xyz|react|retro|plan>

    | Action | Description | Key Args |

    |--------|-------------|----------|

    | props | MW, logP, TPSA, HBD, HBA, rotB, aromRings | `--smiles` |

    | draw | 2D PNG/SVG (300×300) | `--smiles --output file.png --format png\|svg` |

    | retro | BRICS recursive retrosynthesis | `--target <SMILES\|name> --depth N` |

    | plan | Multi-step retro route | `--target <SMILES\|name> --steps N` |

    | react | Forward reaction via SMARTS | `--reactants "smi1 smi2" --smarts "<SMARTS>"` |

    | fingerprint | Morgan fingerprint bitvector | `--smiles --radius 2` |

    | similarity | Tanimoto similarity scoring | `--query_smiles --target_smiles "smi1,smi2"` |

    | substruct | Substructure matching | `--query_smiles --target_smiles "smi1,smi2"` |

    | xyz | 3D coordinates (MMFF optimized) | `--smiles` |

    `scripts/chain_entry.py`

    Standard agent chain interface. Accepts `{"smiles": "...", "context": "..."}` or `{"name": "...", "context": "..."}`. Returns unified JSON with props, visualization, and retrosynthesis.

    python scripts/chain_entry.py --input-json '{"name": "sotorasib", "context": "user"}'

    Output schema:

    {
      "agent": "chemistry-query",
      "version": "1.4.0",
      "smiles": "<canonical>",
      "status": "success|error",
      "report": {"props": {...}, "draw": {...}, "retro": {...}},
      "risks": [],
      "viz": ["path/to/image.png"],
      "recommend_next": ["pharmacology", "toxicology"],
      "confidence": 0.95,
      "warnings": [],
      "timestamp": "ISO8601"
    }

    `scripts/templates.json`

    21 named reaction templates with SMARTS, expected yields, conditions, and references. Includes: Suzuki, Heck, Buchwald-Hartwig, Grignard, Wittig, Diels-Alder, Click, Sonogashira, Negishi, and more.

    Chaining

    1. **Name → Full Profile:** `chain_entry.py` with `{"name": "ibuprofen"}` → props + draw + retro

    2. **Chemistry → Pharmacology:** Output feeds directly into `pharma-pharmacology-agent`

    3. **Retro + Viz:** Get precursors, then draw each one

    4. **Suzuki Test:** `--action react --reactants "c1ccccc1Br c1ccccc1B(O)O" --smarts "[c:1][Br:2].[c:3][B]([c:4])(O)O>>[c:1][c:3]"`

    Tested With

    All features verified end-to-end with RDKit 2024.03+:

    | Molecule | SMILES | Tests Passed |

    |----------|--------|-------------|

    | Caffeine | `CN1C=NC2=C1C(=O)N(C(=O)N2C)C` | info, structure, props, draw, retro, plan, chain |

    | Aspirin | `CC(=O)Oc1ccccc1C(=O)O` | info, structure, props, draw, retro, plan, chain |

    | Sotorasib | PubChem name lookup | info, structure, props, draw, retro, chain |

    | Ibuprofen | PubChem name lookup | info, structure, props, chain |

    | Invalid SMILES | `XXXINVALID` | Graceful JSON error |

    | Empty input | `{}` | Graceful JSON error |

    Resources

  • `references/api_endpoints.md` — PubChem API endpoint reference and rate limits
  • `scripts/rdkit_reaction.py` — Legacy reaction module
  • `scripts/chembl_query.py`, `scripts/pubmed_search.py`, `scripts/admet_predict.py` — Additional query modules
  • Changelog

    **v1.4.0** (2026-02-14)

  • Fixed PubChem SMILES/InChI endpoint (property/CanonicalSMILES/TXT)
  • Fixed chain_entry.py HTML entity corruption
  • Fixed brics_retro to handle BRICSDecompose string output correctly
  • Added request timeouts (15s) to all PubChem calls
  • Graceful error handling for invalid SMILES and empty input
  • Updated chain output version and schema
  • Comprehensive end-to-end testing
  • **v1.3.0**

  • RDKit props NoneType fixes, invalid SMILES graceful errors
  • React fix: ReactionFromSmarts import
  • Name resolution via PubChem for all RDKit actions
  • **v1.2.0**

  • BRICS retrosynthesis + 21 reaction templates library
  • Multi-step synthesis planning
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