AI Engineering

Skill Enhance rewrites an existing Lattice skill to modern-capable-model grade with grammar fixes, deduplication, behavior preservation checks, QA, and independent verification. Use it when you want to upgrade or modernize a skill end to end.

Skill Forge creates new Lattice skill files for atoms, molecules, or refiners and follows the framework’s conventions. Use it when adding a new Lattice skill or when you need guidance on the required file structure and section order.

Skill Tighten audits Lattice skill files for language compliance and rewrites phrasing that agents may underweight at runtime. It removes rationale prose, tightens soft language into imperatives, adds STOP gates to hard rules, and cuts redundant repetition.

Run disposable experiments to validate technical feasibility, compare approaches, and surface unknowns before committing to a full build. Spikes are thrown away after providing insight.

Wayfinder turns a foggy effort into a decision-complete spec and separate implementation-ticket drafts. Use it when the destination is known but scope, dependencies, or key decisions are still unclear.

Advice Standards determines when a product, platform, or communication crosses from education into investment advice under Advisers Act Section 202(a)(11). Use it to assess registration questions, publisher and broker-dealer exclusions, and disclaimer language for financial content.

Agent Builder helps you design and build AI agents for domains like research, operations, and creative work. Use it when you need agent architecture, tool use, subagents, planning, or Claude Code and Cursor internals.

Agentic Kaggle guides end-to-end Kaggle competition work, from reading rules and setting folds to baselines, ensembling, debugging, and scored submission. It is used for code and notebook competitions, validation-driven iteration, and Kaggle artifact pipelines.

Anti-Money Laundering guides BSA/AML compliance design, transaction monitoring, OFAC screening, and FinCEN reporting. Use it for suspicious activity reports, currency transaction reports, structuring, escalation, and tipping-off questions.

Financial Planning Integration connects planning tools with CRM, PMS, custodians, and aggregation platforms so client data and plan outputs stay synchronized. It also governs CMA and tax reference updates and maps plan results into IPS and model assignment.

Financial Planning Workflow orchestrates financial plan assembly and delivery, including data gathering, cash flow analysis, retirement modeling, Social Security, Roth conversions, Monte Carlo analysis, and scenario recommendations. Use it when building or updating a comprehensive financial plan or preparing a plan presentation.

Fixture Node simulates a dependent skill entry for bootstrap dependency closure checks. It is not intended for production use.