Business & Operations

Map all applicable regulations based on jurisdiction, industry, data types, and customer requirements

Regulatory change monitor — current SEC, FINRA, IRS landscape with effective dates; flags advice impacted by recent changes

Use when the user wants to configure regional or market settings for a brand — timezone, language, compliance rules, local platform preferences, currency, and business hours.

Redpanda Connect (formerly Benthos) is a high-performance stream processor that connects data sources and sinks through declarative YAML pipelines. It supports hundreds of connectors and a built-in mapping language called Bloblang for data transformation.

Diagnose why a user can or cannot see/edit a record: UserRecordAccess SOQL, Why Can a User Access This Record debug log, OWD, role hierarchy, sharing rules, manual/team/apex shares, implicit parent share. NOT for field-level security (use field-level-security-audit). NOT for designing sharing (use sharing-selection decision tree).

Compliance gap analysis for Austrian law — KSchG, DSGVO/DSG, MRG, UGB, GewO, ArbVG, FAGG. For contracts, websites, and business operations.

Rebate Management setup: rebate types, payout calculations, accruals, partner rebates, program setup, compliance reporting. NOT for CPQ discounts on quotes (use revenue-cloud-cpq-setup). NOT for channel loyalty programs (use partner-loyalty-programs).

Use when defining, reviewing, or hardening client state and data fetching for a standalone React SPA after the app scaffold and routing exist and frontend architecture has decided the state-tier model and data-fetching strategy. Produces a 4-tier state discipline (URL, server, global, local), a server-state data-fetching layer (TanStack Query default, or RTK Query/Apollo), query and mutation conventions, cache and revalidation policy, optimistic-update posture, and the auth-token storage, ref...

Use when defining, reviewing, or hardening the routing topology and client rendering strategy of a standalone React SPA after the app scaffold exists and frontend architecture has decided rendering modes per route. Produces React Router 6 data-router topology (nested routes, loaders, actions, deferred data), CSR-only rendering posture with suspense and transition boundaries, per-route loading and error UI, route-level metadata and SEO posture, and protected-route gates and redirect flows wire...

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.

Rclone is an open-source command-line program to sync files and directories to and from over 70 cloud storage providers including Google Drive, S3, Dropbox, Azure, OneDrive, and Backblaze B2. Often called the Swiss Army knife of cloud storage, it handles copy, sync, mount, and serve operations with encryption support.

Access QuickBooks Online API for invoices, payments, customers, and bills. Covers OAuth token auto-refresh, API queries, and Supabase ingest. Use when: checking invoice status, reconciling payments, querying expenses. Skip when: expense data already in PIL (check supabase first).

Fail-closed crypto quant alpha research for repo-native Stage 0/0.5 validation, falsification, provider concordance, and promotion decisions. Use to find/validate alpha, execute quant research roadmaps, audit promotion evidence, turn market commentary into hypotheses, or decide if alpha reruns are allowed; Chinese triggers include 寻找新alpha、验证这个alpha、执行量化研究路线图 and synonyms. Do not use for generic finance, CSV/charting, product Stage 0, unrelated provider debugging, or GitHub/frontend work.

Use for browser or GUI automation tasks that require iterative scripts, runtime adaptation, and debugging loops (for example dynamic scraping, authenticated web flows, CAPTCHA handoffs, and headed/headless browser control).

MSBuild property definition patterns: conditional defaults, composition/concatenation, path normalization, trailing slash handling, TFM detection helpers, and property evaluation order. Only activate in MSBuild/.NET build context. USE FOR: diagnosing and fixing MSBuild property definition issues in .props or .csproj files, reviewing and fixing shared property configuration anti-patterns, fixing DefineConstants or NoWarn being overwritten instead of appended, fixing unconditional property assi...

Manage project goals — binary business goals.

Audit film, television, and digital content production budgets for above-the-line (ATL) and below-the-line (BTL) cost accuracy, SAG-AFTRA/DGA/WGA/IATSE union rate compliance, fringe and payroll tax calculations, VFX bid variance analysis, post-production cost validation, completion bond readiness, EFC (Estimated Final Cost) projections, tax incentive qualification tracking, and financing waterfall alignment using Movie Magic Budgeting, Hot Budget, or EP formats.

Use when running an annual SaaS audit, doing category-level spend review, or rationalizing the supplier base — when the user needs to do a spend audit, spend categorization (UNSPSC-aligned), purchasing-cycle analysis, or risk-balanced supplier consolidation. Triggers on "spend audit", "SaaS audit", "spend categorization", "supplier rationalization", "supplier consolidation", "purchasing cycle", "procurement review", "category strategy", "duplicate SaaS", "renewal cluster". Ships 3 stdlib-only...

Audit procurement and procure-to-pay systems for spend analytics (Pareto analysis, tail spend visibility), supplier consolidation opportunities, Kraljic matrix category management, maverick spending detection, contract compliance and utilization tracking, three-way PO matching, CIPS-standard sourcing workflows, approval matrix enforcement, P-card policy controls, and total cost of ownership modeling in SAP Ariba, Coupa, Jaggaer, or custom P2P platforms.

Use when analyzing randomized algorithms, probabilistic analysis, indicator random variables, hiring and secretary problems, random permutations, balls-and-bins, birthday paradox, streaks, or average-case versus expected-time reasoning.

Data minimization, purpose limitation, DPIA, vendor mapping.

Three orthogonal analytical operations (WHERE/WHEN/WHY) + cross-operation synthesis. Each operation attacks the problem from a fundamentally different angle. The disagreements between the three ARE the valuable output. Works on any domain — code, business, strategy, design, text.

Use when the user wants to pressure-test a product, internal-tool, or OSS concept against Amazon's Working Backwards PRFAQ gauntlet before committing to a spec. Triggers on: \"work backwards\", \"write a PRFAQ\", \"press release first\", \"is this idea worth building\", \"pressure-test this concept\", \"filter this before brainstorm\", \"is this a real product\". Also catches solution-first pitches (\"I want to build X that does Y\") and technology-first pitches (\"use AI to...\") that need c...

Post-recording cleanup for minutes — wait for processing, update title from calendar, identify speakers, re-ingest knowledge base, add action items to reminders. Privacy-sensitive — use a local model only.