# NextChapter > Local-first educational financial planning engine for Spain. NextChapter models indexed investing, FIRE, cash flow, housing, tax, withdrawal and scenarios. Personal data remains in the user's browser or local workspace unless explicitly exported. Important semantics: unknown is not zero; defaults are not confirmed facts; internal transfers never create wealth; home equity is not liquid FIRE capital; emergency reserves are not automatically investable; projections are not predictions. Extended inventory semantics: identify funds by exact ISIN/share class; distinguish product and platform costs; preserve effective dates and owners; treat self-employment, rental, dividends and pensions as separate income streams; never delete detected duplicates automatically. Career semantics: compare salaried cash, freelance revenue and illiquid equity separately; INE salary bands are population references, not personal percentiles; RETA and tax assumptions must disclose their year; equity never becomes spendable cash automatically. ## Core documentation - [Product overview](https://nextchapter.pavloh.com/ai/product.md): Purpose, scope and privacy model. - [Financial model](https://nextchapter.pavloh.com/ai/financial-model.md): Canonical state and calculation boundaries. - [Accounting invariants](https://nextchapter.pavloh.com/ai/invariants.md): Rules every integration must preserve. - [AI Context Pack](https://nextchapter.pavloh.com/ai/context-pack.md): Machine-readable export semantics. - [Workspace schema](https://nextchapter.pavloh.com/ai/workspace.schema.json): Local workspace contract. ## Headless interfaces - [Headless guide](https://nextchapter.pavloh.com/ai/headless.md): CLI, local HTTP and MCP usage. - [Agent setup](https://nextchapter.pavloh.com/ai/agent-setup.md): Standard local MCP process configuration and safe first run. - [Capabilities manifest](https://nextchapter.pavloh.com/ai/capabilities.json): Machine-readable resources, operations, transports and safety rules. - [Local HTTP OpenAPI](https://nextchapter.pavloh.com/ai/openapi.json): Stateless simulation and validated local commands. - [Research policy and trusted sources](https://nextchapter.pavloh.com/ai/research-policy.json): Evidence hierarchy, freshness targets and curated research starting points. - [Conversational automation policy](https://nextchapter.pavloh.com/ai/automation-policy.json): When a clear user statement may be saved once without duplicate confirmation. Recommended autonomous flow: read `nextchapter://agent-brief`, `nextchapter://automation-policy`, `nextchapter://source-policy` and `nextchapter://command-catalog`; configure and recalculate confirmed facts in one call with `nextchapter_apply_and_assess`. A clear fact or exact change stated by the user is sufficient authorization to save it once; never persist an inference or research result. Use `nextchapter_find_sources` for recognized banks, platforms, funds and external topics. Research only the time-sensitive items returned in `researchAgenda`, validate decisive evidence with `nextchapter_validate_evidence` and cite current authoritative sources. ## Optional - [Full agent context](https://nextchapter.pavloh.com/llms-full.txt): Expanded product and integration guidance. - [Legal notice](https://nextchapter.pavloh.com/LEGAL.md): Educational-use and privacy notice.