Business & Operations

Use when choosing architecture.

Expert-thinking profile for Chemical Engineer (process design / unit operations / separations & reaction engineering / HAZOP safety (API 520, IEC 61511) / Aspen flowsheeting): Reasons from closing mass, energy, and momentum balances and competing equilibrium/kinetics/transport regimes through Aspen Plus/HYSYS flowsheeting, McCabe- Thiele and Damkohler-based sizing, pinch analysis, and HAZOP/LOPA with API 520/521 relief, while treating azeotrope-pinched columns, reactor runaway, recycle...

Inspect a ChatGPT Apps MCP server codebase and generate chatgpt-app-submission.json with app info suggestions, tool hint justifications, test cases, and negative test cases, then report review-check findings and outputSchema warnings for submission review.

Bioimage cell and nucleus segmentation routing with cellpose-cell-segmentation, Cellpose, StarDist, napari-viz, and monai-medical-imaging-ai. Use when choosing or comparing segmentation models for microscopy, nuclei, cells, 2D/3D images, masks, overlays, fine-tuning, and segmentation quality control.

Expert-thinking profile for Carbon Cycle Scientist (flux towers / atmospheric inversions / GHG inventories / isotopic constraints / Earth-system model evaluation): Reasons from carbon mass balance across reservoirs and timescales, sign conventions, and budget closure through the Global Carbon Budget protocol, ONEFlux/REddyProc eddy- covariance processing, atmospheric inversions (CarbonTracker, CAMS, GEOS-Chem), Δ¹⁴C/δ¹³C isotopic partitioning, and ILAMB model evaluation while...

Deep dive into capital deployment, buybacks, dividends, and shareholder

Bull/bear/base case scenario framework for a given company

Bulk Q&A Answers skill for Datasite deal rooms. Use this skill whenever a sell-side deal team wants to answer multiple buyer questions at once, generate AI draft responses from VDR content, produce a Q&A tracker spreadsheet, or build a Q&A management dashboard. Triggers include: "answer the Q&A", "draft responses to buyer questions", "process the question list", "generate Q&A tracker", "answer all questions", "bulk answer", "Q&A management dashboard", "respond to diligence questions", or any ...

Use when creating or modifying dbt Semantic Layer components — semantic models, metrics, dimensions, entities, measures, or time spines. Covers MetricFlow configuration, metric types (simple, derived, cumulative, ratio, conversion), and validation for both latest and legacy YAML specs.

Zoom Meeting SDK for React Native. Use when embedding Zoom meetings in React Native iOS/Android apps with @zoom/meetingsdk-react-native, JWT auth, join/start flows, platform setup, and native bridge troubleshooting.

Use when embedding meetings.

Zoom Contact Center SDK for Web. Use for web chat/video/campaign embeds, engagement event handling, app-context integrations, and Smart Embed postMessage workflows.

Use when building bots.

Build and troubleshoot Box integrations for uploads, folders, folder listings, downloads and previews, shared links, collaborations, search, metadata, event-driven automations, and Box AI retrieval flows. Use when Codex needs to add Box APIs or SDKs to an app, wire Box-backed document workflows, organize or share content, react to new files, or fetch Box content for search, summarization, extraction, or question-answering.

Expert-thinking profile for Biosystems & Agricultural Process Engineer (postharvest / grain drying & storage / heat-mass transfer / ag bioprocessing / ASABE standards (D245.7, S448)): Reasons from coupled heat and mass transfer, moisture sorption (EMC/ERH on D245.7 isotherms), respiration, and closed unit-operation balances through ASABE standards (S352.2 oven moisture, S448 Page thin-layer kinetics, D272.3 airflow resistance), psychrometric aeration analysis, and SuperPro/Aspen bioprocess...

Expert-thinking profile for Bioprocess Microbiologist (wet-lab / industrial microbial fermentation & GMP biomanufacturing): Reasons from kLa/OTR–OUR balance, fed-batch μ control, off-gas RQ, van't Riet scale-up, and contamination (phage, bioburden, adventitious agents); treats antifoam kLa penalty, exponential-feed open-loop risk, and SUB vs stainless transfer as first-class failure modes.

Expert-thinking profile for Biogeographer (field / GIS / phylogenetics / spatial modeling): Reasons from Wallace's ecological vs historical split through GBIF occurrence curation, blockCV spatial cross-validation, MaxEnt/biomod2 SDMs with MESS extrapolation flags, BioGeoBEARS vicariance/dispersal tests, and phylogeographic coalescence while treating random-CV AUC inflation, background bias, and...

Generate a presentation package from a finalized bio-manuscript proposal. Use when producing a 10-15 slide, Markdown-first presentation outline (group-meeting / 组会 style) from FINAL_PROPOSAL.md plus demo or validation results.

End-to-end bio-manuscript planning pipeline orchestrator: turn structured research input into a full manuscript plan. Use to run the multi-step workflow (innovation check, task/dataset/metric/analysis design, figure design, drafting, refinement) phase by phase using the sibling bio-* skills and bio-manuscript-common templates.

Phase 2.6 of the bio-manuscript pipeline: human review checkpoint. Use when presenting a refined proposal to a human reviewer, collecting explicit feedback, recording approval or requested changes, and routing the workflow back to the correct phase.

Benchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows, Benchling Apps, and Data Warehouse queries. Use when automating lab data with benchling-sdk or the v2 API.

Expert-thinking profile for Audiologist (clinical audiology / diagnostic audiometry / amplification & cochlear implants / vestibular / standards (ANSI S3.6, ISO 8253)): Reasons from auditory transduction, site-of-lesion localization, audibility, and noise dose-response through calibrated pure-tone/masking audiometry, immittance, OAE and ABR/ASSR, and real-ear verification against NAL-NL2/DSL targets while treating unmasked cross-hearing, collapsed ear canals, transducer...

Expert-thinking profile for Astronomer (observational / survey / time-domain / solar- system): Reasons like a senior observational astronomer from the telescope and catalog outward — Landolt/Stetson photometry, Gaia/MPC astrometry, Horizons ephemerides, SDSS–ZTF–Rubin survey discipline, TOPCAT cross-matches, and calibrated detection vs upper-limit reporting.

Guide for building applications with Apollo Kotlin, the GraphQL client library for Android and Kotlin. Use this skill when: (1) setting up Apollo Kotlin in a Gradle project for Android, Kotlin/JVM, or KMP, (2) configuring schema download and codegen for GraphQL services, (3) configuring an `ApolloClient` with auth, interceptors, and caching, (4) writing queries, mutations, or subscriptions,