tinh2

Generates a manual test plan, QA plan, test scenarios, testing checklist, or guidance on how to test changes. Works from branch diffs, stories, specs, or requirements.

Analyzes infrastructure costs at 1K-100K user scales by reading the actual codebase, auto-detecting cloud providers, modeling per-action costs, and projecting total monthly spend with optimization recommendations.

Audit workplace safety compliance systems for OSHA regulatory gap analysis, inspection readiness assessment, permit-to-work management, lockout/tagout program compliance, confined space entry procedures, and electrical safety evaluation. Use when reviewing EHS platforms, safety management software, permit systems, industrial hygiene tools, or compliance tracking against OSHA 29 CFR 1910/1926, NFPA

Detect project stack and generate production-ready multi-stage Dockerfiles with compose services, .dockerignore, non-root users, health checks, layer caching, and optional dev hot-reload profiles

Add moments of joy — success celebrations, subtle hover reactions, personality in empty states, easter eggs, and contextual surprises. Elevates functional to memorable without being annoying.

Audit game level design systems and procedural generation -- BSP room subdivision, Wave Function Collapse tile placement, cellular automata cave generation, Perlin noise terrain, chunk stitching, seed determinism, difficulty scaling curves, pacing rhythm (tension/rest analysis), navigation mesh quality (A*, flow fields, off-mesh links), spawn point distribution and fairness, collectible placement,

Audit fintech and financial services code for KYC/AML (CIP, CDD, EDD, sanctions screening, transaction monitoring), BSA (SAR/CTR filing, FinCEN reporting, Travel Rule), Reg E (EFT error resolution, unauthorized transfer liability, provisional credit), SOX (audit trails, segregation of duties, financial controls), GLBA (privacy notices, Safeguards Rule, data sharing), and state money transmitter li

Generate Terraform infrastructure-as-code for AWS, GCP, or Azure. Creates modular VPC, compute, database, cache, CDN, and monitoring configs with per-environment sizing, remote state, cost estimates, and security best practices. Use when you need to set up cloud infrastructure, provision servers, create IaC, deploy to AWS/GCP/Azure, or scaffold a Terraform project.

Validate the entire skills registry — scan all SKILL.md files for frontmatter correctness, check category READMEs are current, detect duplicate skill names, find broken cross-references, compute per-skill quality scores, and optionally auto-fix mismatches and missing READMEs

Evaluate physical therapy personalization and adaptive treatment systems. Analyzes exercise recommendation algorithms (rules-based, collaborative filtering, protocol-driven), contraindication enforcement and safety checks, difficulty progression logic (multi-parameter advancement with regression pathways), patient compliance prediction models, home exercise program (HEP) generation and delivery wo

Audit any product from a Customer Success Manager perspective -- evaluate onboarding flow completeness, self-service help infrastructure, customer health signal tracking, support channel accessibility, expansion and retention triggers, and customer communication systems. Covers first-run experience, time-to-value measurement, tooltip and contextual help coverage, analytics event tracking (Mixpanel

Audit procurement and procure-to-pay software for sourcing, purchasing, and vendor management. Reviews requisition-to-PO workflows, RFQ/RFP bid management, approval routing with delegation and escalation, purchase order lifecycle (standard, blanket, contract POs), three-way matching (PO-receipt-invoice), budget encumbrance controls, vendor onboarding and scorecards (on-time delivery, quality, pric