Data

Typed knowledge graph for structured agent memory and composable skills.

Partition an ONNX model graph into named functional subgraphs and emit a subgraph_partition.json file.

Search, filter, and retrieve macromolecular structures from the RCSB Protein Data Bank (PDB), including metadata, bound ligands, and optional…

Extract continuous X-Y data from experimental spectrum images (Raman, XRD, UV-Vis, IR, etc.) via hybrid VLM + CV pipeline and agent-in-the-loop workflow.

Two-phase LinkedIn lead pipeline driven by linkedin-cli.

Query Materials Project database for crystal structures, computed properties, elastic/magnetic data, and structurally similar materials using the MP API.

Discover new crystal structures by data-mined ionic substitution — propose candidates from existing structures (forward) or find potential structures for a…

Act as an end-to-end data scientist: turn business questions into defensible analysis, validated models, and decision-ready reports.

Create FAIR-minded reproducibility bundles for materials simulations by collecting input/output file inventories, hashes, units, engine versions, structure…

Parse, navigate, and query materials science ontology structures — browse class hierarchies, inspect individual classes and their properties, look up object…

Validate material sample annotations against ontology constraints — check that class names and property names exist in the ontology, verify domain and range…

Explore and optimize simulation parameters via design of experiments (DOE), sensitivity analysis, and optimizer selection — generate Latin Hypercube…

Extract, analyze, and summarize simulation output data — pull spatial fields at specific timesteps, compute time-series trends and detect steady state…

Translates Snowflake dbt SQL models to Standardized BigQuery SQL.

Search and download experimental InfraRed (IR), Mass spectra, and UV-Vis spectra data (JCAMP-DX format) for molecules.

Search for patents by keyword, material name, or assignee using free data sources (Google Patents).

Digitize an image of an XRD plot into a numeric .xy data file by extracting visual peaks.

Game runtime analysis and interactive overlay research — process memory structure recovery, entity-component inspection, coordinate projection visualization…

Headless, invisible Playwright browser over MCP for scripted automation - testing and verifying web apps, scripted data extraction, accessibility snapshots…

Detect abnormal access patterns in AWS S3, GCS, and Azure Blob Storage by analyzing CloudTrail Data Events, GCS audit logs, and Azure Storage Analytics.

Vehicle/automotive image editing for cars, trucks, SUVs, motorcycles — car scenes, reflections, tires refinement with snow/mud/grass, segment…

This skill covers deploying Microsoft Sentinel as a cloud-native SIEM and SOAR platform for centralized security operations.

Use when a spec or ticket set is ready to build and the user says implement / 開工 / 照 ticket 做 / start building, or the local pipeline reaches its…

Turn the current conversation into a spec — no interview, just synthesis of what was already discussed.