Explorar skills

Full-stack startup finance intelligence — runway management, unit economics, burn rate, financial modeling, fundraising readiness, board reporting, and scaling from seed to Series C

SiYuan Note API for searching, reading, creating, and managing blocks and documents in a self-hosted knowledge base via curl.

Comprehensive regression model diagnostics and assumption checking. Use when validating regression models, checking assumptions (linearity, homoskedasticity, normality, independence), detecting outliers/influence, testing multicollinearity, or when user mentions residuals, heteroskedasticity, VIF, Cook's distance, or diagnostic plots.

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'.

Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models as APIs, or running batch jobs with automatic scaling.

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.

运营总监（Paul Graham 思维模型）。当需要冷启动和早期用户获取、用户留存和活跃度提升、社区运营策略、运营数据分析时使用。

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