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Audit OSHA training compliance, certification expirations, competency tracking, and LMS integration. Use when you need to evaluate safety training programs, check ANSI Z490.1 compliance, analyze training effectiveness with Kirkpatrick levels, identify expired certifications, assess training needs gaps, review contractor training verification, or optimize training ROI. Covers forklift, confined spa

Audit factory production scheduling systems for finite capacity planning, Drum-Buffer-Rope (DBR) Theory of Constraints implementation, dispatching rules (EDD, SPT, critical ratio), sequence-dependent changeover optimization, MRP integration, lead time decomposition (queue/setup/run/wait/move), WIP tracking and aging, on-time delivery (OTD) performance, shop floor execution control, SPC quality int

Analyze fraud detection systems including rule engines, ML scoring models, real-time transaction monitoring, alert triage workflows, false positive management, SAR/CTR regulatory reporting, adversarial robustness testing, and adaptive retraining pipelines for payment fraud, account takeover, identity theft, and AML compliance.

Apply the same change across multiple repos simultaneously using parallel agent teams. Creates worktrees, applies changes, runs tests, commits, and creates PRs. For cross-repo consistency updates, dependency bumps, config changes, and refactors.

Audit field service dispatch and workforce scheduling systems -- technician routing (VRP solvers, drive time modeling), skill-based job assignment, SLA priority scheduling, real-time re-dispatch on cancellations or emergencies, capacity planning, and travel time minimization. Use when reviewing HVAC, plumbing, electrical, or any field service codebase with work order assignment, GPS tracking, or r

Audit shipping costs and identify savings across carriers, zones, and modes. Use when you need to compare UPS/FedEx/USPS/DHL rates, analyze zone-skip and zone-reduction opportunities, find parcel-to-LTL and LTL-to-FTL modal break points, audit accessorial surcharges (fuel, residential, DAS, DIM weight), evaluate carrier contract negotiation leverage, benchmark lane rates against market, optimize m

Map a cloud system against NIST SP 800-53 Rev. 5 + FedRAMP baselines to produce the documentation an authorization needs — System Security Plan (SSP), Control Implementation Summary (CIS), Plan of Action and Milestones (POA&M), Continuous Monitoring (ConMon) Plan. Aware of 2026 FedRAMP CR26 changes (Certification Classes A/B/C/D replacing Pilot/Ready/Low/Li-SaaS/Moderate/High; JAB authorization mo

Audit laboratory automation systems -- LIMS architecture, instrument connectivity (SiLA 2, OPC-UA, serial drivers), sample tracking and chain of custody, protocol workflow engines, data acquisition pipelines, and regulatory compliance (21 CFR Part 11 electronic records/signatures, GAMP 5 software categorization, ALCOA+ data integrity). Use when reviewing pharma, biotech, clinical, or research lab

Deep cross-layer consistency audit for any codebase. Traces every feature from UI to database, finds broken wiring, missing handlers, model mismatches, and security gaps. Auto-fixes critical and warning issues. Use this after building features, before releases, or whenever something feels off. Works with any tech stack.

The full open SEO suite for 2026 — a single orchestrator that composes 10+ specialized sub-skills into a daily, weekly, and on-demand workflow that owns the SEO + GEO surface for a site. Built as a direct, open, code-first answer to Visibly AI's "6 agents + €399/month" pitch. Composes (a) the 2026 audit (`/seo-audit-2026`), (b) GEO/AEO optimization (`/geo-optimize`), (c) content brief generation (

Audit a job matching platform for relevance, fairness, and candidate experience. Evaluates matching algorithm precision and recall, skill taxonomy and NLP extraction, culture fit modeling risks, algorithmic bias detection (EEOC, NYC Local Law 144, EU AI Act), geographic and remote work handling, salary range accuracy, and feedback loop quality. Use when building or reviewing job boards, ATS matchi

Scan codebase for Martin Fowler's catalog of code smells: god classes, long methods, feature envy, data clumps, primitive obsession, shotgun surgery, message chains, and more. Reports each smell with file location, severity, and specific refactoring recommendation. Ranks worst files and builds a prioritized refactoring queue. Use when code feels messy, before a major refactor, to find maintainabil