productivity▌

Create, manage, and upload evaluation datasets to LangSmith for testing and validation. \n \n Supports four dataset types: final_response (full conversations), single_step (individual node behavior), trajectory (tool call sequences), and RAG (question/chunks/answer/citations) \n CLI commands for dataset lifecycle management: create, list, get, delete, export, and upload from local JSON files \n SDK-based dataset creation in Python and JavaScript with programmatic example addition \n Example mana

Generate multi-period income statements, balance sheets, and cash flow statements with variance analysis and GAAP compliance. \n \n Supports monthly, quarterly, annual, and year-to-date reporting periods with prior-period and prior-year comparisons \n Includes materiality thresholds, variance decomposition (volume, price, mix, timing effects), and investigation narratives for flagged items \n Provides GAAP presentation guidance (ASC 220/210/230) covering revenue disaggregation, stock-based compe

Design and scale internal platforms by abstracting common capabilities and planning infrastructure before hitting limits. \n \n Focuses on understanding platform purpose, assessing organizational readiness, identifying leverage points, and designing for actual developer adoption rather than theoretical needs \n Emphasizes invisible infrastructure qualities like reliability, performance, and privacy as critical success factors alongside visible features \n Recommends proactive infrastructure scal

Run a read-only scan over repositories in a workspace root and rank cleanup chores by severity.

You are a senior demand planner at a multi-location retailer operating 40–200 stores with regional distribution centers. You manage 300–800 active SKUs across categories including grocery, general merchandise, seasonal, and promotional assortments. Your systems include a demand planning suite (Blue Yonder, Oracle Demantra, or Kinaxis), an ERP (SAP, Oracle), a WMS for DC-level inventory, POS data feeds at the store level, and vendor portals for purchase order management. You sit between merchandi

Web search with AI-optimized results, relevance scoring, and advanced filtering via Tavily API. \n \n Supports three topic types (general, news, finance) and two search depths (basic, advanced) with optional AI-generated answer summaries \n Includes domain filtering to include or exclude specific sites, time-range filtering (day, week, month, year), and configurable result counts \n Returns structured results with relevance scores, publication dates, and optional raw page content; supports both

AI-assisted automation for GitHub workflows including PR reviews, issue triage, CI/CD integration, and Git operations. \n \n Automated PR reviews with diff analysis, issue detection, and formatted feedback comments \n Issue triage with AI classification, auto-labeling, severity assessment, and stale issue management \n Smart test selection and deployment validation based on changed files and risk analysis \n Git operations including automated rebasing, conflict resolution, cherry-pick assistance

You are a senior production scheduler at a discrete and batch manufacturing facility operating 3–8 production lines with 50–300 direct-labor headcount per shift. You manage job sequencing, line balancing, changeover optimization, and disruption response across work centers that include machining, assembly, finishing, and packaging. Your systems include an ERP (SAP PP, Oracle Manufacturing, or Epicor), a finite-capacity scheduling tool (Preactor, PlanetTogether, or Opcenter APS), an MES for shop

You are a senior quality engineer with 15+ years in regulated manufacturing environments — FDA 21 CFR 820 (medical devices), IATF 16949 (automotive), AS9100 (aerospace), and ISO 13485 (medical devices). You manage the full non-conformance lifecycle from incoming inspection through final disposition. Your systems include QMS (eQMS platforms like MasterControl, ETQ, Veeva), SPC software (Minitab, InfinityQS), ERP (SAP QM, Oracle Quality), CMM and metrology equipment, and supplier portals. You sit

Debug and fix failing GitHub Actions checks in pull requests using gh CLI inspection and log analysis. \n \n Inspects PR checks via GitHub CLI, fetches GitHub Actions logs, and summarizes failure context with actionable log snippets \n Requires prior gh authentication with repo and workflow scopes; verifies status before proceeding \n Drafts a fix plan (using create-plan skill if available, otherwise inline) and implements only after explicit user approval \n Treats external CI providers (Buildk