ProLIF Single-Structure PDB Analysis Skill
Note:
- Local files are not directly accessible by the server. Please upload them to the server using
molclaw-file-transferbefore execution. - For PDB file inputs, it is recommended to preprocess them using
molclaw-pdbfixerbefore execution. - Please refer to skill
molclaw-scp-serverto complete tool invocation.
[!NOTE] Local files are not directly accessible by the server. Please upload them to the server using
molclaw-file-transferbefore execution. For PDB file inputs, it is recommended to preprocess them usingmolclaw-pdbfixerbefore execution.
Task Description
Analyze interaction fingerprints from one static protein-ligand complex structure. Use this skill for fast assessment of crystal structures, top docking poses, or representative MD frames.
Input Source Mapping
| Parameter | Source Guidance |
|---|---|
structure_path |
Can come from PDB retrieval tools, best docking poses, MD frame extraction (e.g., openmm_extract_frames), or complex preparation tools (e.g., prepare_complex) outputting complex PDB files |
ligand_selection |
User-defined ligand selection string that matches ligand identifiers in the structure file |
protein_selection |
Defaults to protein; can be customized to limit the analyzed region |
Usage
Tool: prolif_pdb
Analyze a single complex structure and return ProLIF interaction fingerprints or counts with summary metrics.
Args:
structure_path (str): Path to the complex structure file (commonly PDB).
ligand_selection (str): Selection string identifying ligand atoms.
protein_selection (str): Selection string for protein atoms. Default: 'protein'.
interactions (List[str]|None): Optional interaction types to compute.
count (bool): If True, compute interaction counts instead of fingerprints. Default: False.
vicinity_cutoff (float|None): Optional distance cutoff for vicinity interactions.
params_json (str|None): Optional JSON parameter file path for ProLIF interaction settings.
Return:
status (str): 'success' or 'error'.
msg (str): Human-readable summary or error message.
command (str): The executed command label ('pdb').
output_dir (str|None): Run-specific directory under tool_result/prolif_result.
output_file (str|None): Path to the produced CSV file.
n_frames (int|None): Number of processed frames (typically 1 for static structures).
n_interactions (int|None): Number of interaction columns in output.
frequent_interactions (List[dict]|None): High-frequency interactions (>30%) with keys 'interaction' and 'frequency'.
result_summary (dict|None): Full summary dictionary from the wrapper.
How To Use prolif_pdb
response = await client.session.call_tool(
"prolif_pdb",
arguments={
"structure_path": "relative/path/to/complex.pdb",
"ligand_selection": "resname LIG",
"protein_selection": "protein",
"interactions": ["Hydrophobic", "HBAcceptor"]
}
)
result = client.parse_result(response)
key_output = result["output_file"]
Example Parameter Sets
# 1) Main mode
{
"structure_path": "relative/path/to/complex.pdb",
"ligand_selection": "resname LIG",
"protein_selection": "protein",
"interactions": ["Hydrophobic", "HBDonor"]
}
# 2) Variant mode
{
"structure_path": "relative/path/to/complex.pdb",
"ligand_selection": "resname LIG",
"count": True,
"params_json": "relative/path/to/prolif_override.json"
}
Tool Priority: interaction-visualizer is PRIMARY
Default: For all single-structure protein-ligand interaction analysis, use
molclaw-interaction-visualizer(local script) as the primary tool. Useprolif_pdb(this tool) only when you specifically need ProLIF-format fingerprint data for downstreamprolif_docking/prolif_mdpipeline compatibility, or when the interaction-visualizer script is unavailable.
| Need | Use interaction-visualizer (local, PRIMARY) |
Use prolif_pdb (MCP, fallback) |
|---|---|---|
| Single-structure interaction analysis | ✅ default | Only if visualizer unavailable |
| Schrödinger-style 2D interaction diagram | ✅ | ❌ |
| PyMOL 3D auto-rendering | ✅ | ❌ |
| Residue role annotations (Hinge/Gatekeeper/DFG) | ✅ | ❌ |
| Decision-ready JSON for agent loop | ✅ | ❌ |
partner_site.csv for ligand atom modification diagnosis |
✅ | ❌ |
Native --resid_offset for PDB→UniProt mapping |
✅ | ❌ (manual mapping needed) |
| MCP server unavailable | ✅ (local) | ❌ |
ProLIF-format fingerprint for prolif_docking/prolif_md pipeline |
❌ | ✅ use this |
| Interaction fingerprint CSV for cross-structure comparison | ✅ | ✅ |