tooluniverse-protein-structural-annotation-pdb-a2a8e5 — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited tooluniverse-protein-structural-annotation-pdb-a2a8e5 (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
For each residue of a target protein chain, classify whether it sits at a binding interface, in a ligand pocket, is buried vs solvent-exposed, and (optionally) which secondary-structure element it belongs to. This is the annotation track that anchors any DMS heatmap or per-residue interpretation to the protein's actual physical context.
in the core** — context that often distinguishes plausible mechanisms
(a feature drop at a ligand-pocket residue means something different from a drop at a surface residue)
Not for:
tooluniverse-computational-biophysics
tool (e.g. SwissDock) or PDBe's pre-computed pockets
| Input | Format | Example |
|---|---|---|
| PDB ID | 4 characters | 6VJJ (KRAS-RAF1-GTP analogue) |
| Target chain | single character | A |
| Partner chain(s) | list of chain IDs | ["B"] |
| Ligand resnames | 3-letter PDB names | ["GNP", "MG"] |
Optional:
distance_cutoff (default 5.0 Å)core_rsa_cutoff (default 0.25)include_secondary_structure (default false; uses PDBe REST if true)pdb_content instead of pdb_id for local / predicted structuresIf you only have a UniProt accession or gene symbol, pick a structure first:
# PDBe's curated UniProt→PDB mapping (recommended; ranks by coverage + resolution)
PDBeSIFTS_get_best_structures(uniprot_accession="P01116")
# Returns a ranked list of PDB IDs for KRAS with chain mapping
# Or full list (unranked)
PDBeSIFTS_get_all_structures(uniprot_accession="P01116")
# RCSB advanced search (free-text, when you don't have a UniProt yet)
RCSBAdvSearch_search_structures(query="KRAS GTP complex")Pick the structure that contains the right complex: include the binding partner chain you care about, the relevant ligand, and a resolution adequate for distance-based classification (≤ 3 Å is a safe default).
Structure_annotate_per_residue(
pdb_id="6VJJ",
target_chain="A",
partner_chains=["B"],
ligand_resnames=["GNP", "MG"],
distance_cutoff=5.0,
core_rsa_cutoff=0.25,
include_secondary_structure=False,
)Returns annotations: List[{position, aa, dist_partner, dist_ligand, rsa, region, is_core, ss_element?}] for every residue of the target chain. For KRAS in 6VJJ, this yields 168 rows.
PDB residue numbers carry silent offsets — crystal constructs add N-terminal cloning residues, and published figures sometimes shift the track relative to the panel sequence. Always verify with a landmark:
# Get the canonical reference sequence
UniProt_get_sequence_by_accession(accession="P01116")
# Then spot-check: KRAS canonical position 12 should be glycine
assert annotations[11]["aa"] == "G" # 1-indexed position 12, 0-indexed index 11If the landmark mismatches, record the offset explicitly (e.g. pdb_pos = uniprot_pos + offset) before any downstream join. Do not silently rebase positions.
If you set include_secondary_structure=True, the tool fetches per-residue helix/strand/coil from PDBe REST. Alternatively, use the dedicated PDBe secondary-structure tool separately:
pdbe_get_entry_secondary_structure(pdb_id="6VJJ")
# Returns per-chain helix + strand rangesThe returned table is keyed by 1-based canonical residue number. Typical downstream uses:
| Use case | Field to read |
|---|---|
| Is variant X in a pocket? | by_pos = {a["position"]: a for a in annotations}; by_pos[X]["region"] in ("ligand", "both") — index by position field, NOT list index (PDB residue numbers may not start at 1 or be contiguous) |
| Build a DMS heatmap annotation track | [(r["position"], r["region"], r["is_core"], r.get("ss_element"))] |
| Filter SAE hotspot features to ligand-binding residues | filter clusters by region == "ligand" |
| Compare buried vs surface signal | group statistics by is_core |
| Region label | Biological meaning | Common functional role |
|---|---|---|
interface | Within distance_cutoff of a partner chain | Protein-protein binding residue; variants often disrupt complex formation |
ligand | Within distance_cutoff of a ligand heavy atom | Pocket residue; variants often disrupt substrate / cofactor / drug binding |
both | Both | Allosteric or shared-surface residue |
other | Neither | Surface (if not is_core) or core (if is_core) — variants impact through stability or distal effects |
is_core=true | RSA < core_rsa_cutoff (0.25 by default) | Buried residue; variants often destabilize the fold |
alternative conformations or induced-fit binding. A residue may be at the pocket in one conformer and away in another. Pick the structure whose bound state matches your question.
disordered N/C termini. Always verify with a landmark before joining to a sequence or to another annotation source. The skill cannot detect silent offsets for you.
default. Tighten to 4.0 Å for stricter pocket calls; loosen to 6.0 Å to include 2nd-shell residues.
max-ASA reference is calibrated for a typical protein context. For real well-folded proteins values cluster in [0, 1.2]; reading them as a fraction is fine, but treat extreme values as a flag to inspect.
dist_partner valuesare null — interface analysis is skipped entirely.
in the chain) are not detected as ligands — they are part of the chain.
| Tool | Role | Use it for |
|---|---|---|
Structure_annotate_per_residue | This skill's atomic tool | The annotation itself |
PDBeSIFTS_get_best_structures | UniProt → ranked PDB list | Step 1 |
PDBeSIFTS_get_all_structures | UniProt → full PDB list | Step 1 |
RCSBAdvSearch_search_structures | Free-text RCSB search | Step 1 |
UniProt_get_sequence_by_accession | Canonical sequence | Step 3 (numbering verification) |
pdbe_get_entry_secondary_structure | SS alone | Step 4 alternative |
tooluniverse-residue-functional-mechanism-interpretation | Downstream consumer | Use this annotation as the structural evidence layer when interpreting DMS hotspots; the skill also plots an annotated DMS heatmap in its Step 7 |
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.