tinh2

Autonomously review and improve existing code through up to 5 iterations of analysis, domain verification, fixing, and validation.

Generates production-ready Terraform files for AWS infrastructure. Writes complete .tf files for any cloud architecture — no deployment, just file generation.

Audit commercial lease compliance systems -- CAM reconciliation accuracy (pro-rata share, caps, admin fees), lease abstraction completeness, critical date tracking and deadline alerting, clause compliance monitoring (insurance certificates, permitted use, co-tenancy), tenant obligation enforcement, and ASC 842/IFRS 16 lease accounting (ROU assets, lease liabilities, discount rates). Use when revie

Self-improving skill system. Reads /recall and /metrics output, identifies which skills need patching based on rework patterns and regression data, generates additive patches, and logs changes. Evolves skills based on learnings from any tech stack.

Methodically walks a running app — every public route, every interactive control, every state (empty/loading/error/auth/un-auth) — to find real bugs, then root-causes, fixes, adds a regression test, and verifies each one before moving to the next. Use when: 'find bugs in the app', 'sweep for regressions', 'methodically hunt and fix bugs', 'audit user flows', 'find broken buttons / forms / links'.

Audit a rehabilitation scheduling system -- evaluate therapist productivity and utilization rates, PTA/COTA supervision compliance, patient flow and no-show management, equipment and treatment room allocation, insurance authorization tracking with expiration alerts, CMS therapy cap monitoring (KX modifier thresholds), payer-specific visit limits, session frequency optimization, and multi-disciplin

End-to-end affordable housing compliance and risk audit: analyze property management and waitlist operations, predict eviction risk with early warning models, review Fair Housing Act and HUD regulatory compliance, and model rent burden and subsidy accuracy across the portfolio. Use when building or auditing a housing authority system, property management platform, Section 8 voucher program, LIHTC

Analyze nonprofit fundraising software for RFM donor segmentation, campaign performance modeling with A/B testing, recurring giving retention and failed payment recovery, major gift prospect scoring using capacity-affinity-propensity frameworks, event ROI calculation, multi-touch channel attribution, gift officer portfolio management, and donor data quality hygiene.

Complete testing pipeline — full test suite, test everything, automated and manual tests.

Workflow orchestrator. Decomposes a task into ordered steps, finds or installs the right skill for each step, runs the chain, and offers to save it as a reusable skill.

Run a complete mobile app pre-launch verification — chains performance audit, QA testing, OWASP mobile security review, App Store and Play Store compliance checks, and store listing optimization into a single launch-ready report. Use before submitting to TestFlight, App Store, or Google Play.

Pre-submission audit for Apple App Store and Google Play Store compliance. Checks App Store Review Guidelines (safety, performance, business, design, legal sections) and Google Play Developer Policies (user data, permissions, deceptive behavior, monetization, store listing, content). Reviews In-App Purchase and Play Billing requirements, privacy policy and data collection disclosure, App Tracking