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Local-first software assistants — starting with finance-oriented evidence review and clear no-advice boundaries
assistassets-ai builds local-first software assistants: practical tools that help with real, recurring tasks on the user's own machine first, without routing personal or domain-specific data through third-party clouds by default. The public work emphasizes transparent workflows, reproducible local state, inspectable exports, and careful, domain-appropriate boundaries.
The first public assistant is FinancialProof, a finance-oriented evidence-review and market-pattern-exploration tool with a strict no-advice boundary (see Use Boundary below). Additional local-first assistants — for everyday tasks such as appointment coordination and personal task assistance — are currently in preparation and will join this public index once they are ready for public release.
Note
Machine-Readable Navigation Context: AI agents and automated tools can inspect llms.txt for canonical repositories, public project roles, risk boundaries, and preferred search phrases.
FinancialProof is the organization's first public local-first assistant: a Streamlit-based workspace for historical market-pattern analysis, technical indicators, and evidence-oriented review, with a strict no-advice boundary.
graph TD
A["Market Data Sources (yfinance / CSV)"] -->|Fetch & Cache| B[("Local SQLite Database")]
B --> C["Streamlit Analytics Workspace"]
C --> D["Technical Indicators & Scenario Engine"]
D --> E["ARIMA / Monte Carlo / Sentiment"]
C --> F["Redacted JSON Workspace Export"]
F --> G["Read-Only Offline PWA Companion"]
style A fill:#1e293b,stroke:#38bdf8,stroke-width:2px,color:#fff
style B fill:#0f172a,stroke:#008080,stroke-width:2px,color:#fff
style C fill:#1e1b4b,stroke:#818cf8,stroke-width:2px,color:#fff
style D fill:#311042,stroke:#c084fc,stroke-width:2px,color:#fff
style E fill:#064e3b,stroke:#34d399,stroke-width:2px,color:#fff
style F fill:#451a03,stroke:#fb923c,stroke-width:2px,color:#fff
style G fill:#3f0f1d,stroke:#f43f5e,stroke-width:2px,color:#fff
| Need | Start with | Why |
|---|---|---|
| Explore historical market patterns locally | FinancialProof | Streamlit-based analysis workspace for market data, yfinance access, technical indicators, ARIMA, Monte Carlo, sentiment, SQLite-backed state, optional ML/NLP modules, and offline/PWA exports |
| Understand the public organization profile | .github |
Shared profile README, community files, and llms.txt navigation for assistassets-ai |
This public profile intentionally lists public repositories only. Private or internal repositories are intentionally omitted from the public index.
Verified public index: FinancialProof and .github were checked against the live GitHub organization on 2026-08-06. No active public repository is missing from this directory.
Additional local-first assistants are currently in private development and will be added to this directory once they are ready for public release.
| Project | Stack & Coverage | Description |
|---|---|---|
| FinancialProof | Python 3.10+, Streamlit, yfinance, SQLite, PWA · 211 tests | Local-first Streamlit tool for historical financial market pattern analysis, technical indicators, scenario exploration, yfinance data access, SQLite-backed state, optional ML/NLP modules, offline/PWA exports, and evidence-oriented review workflows |
.github |
Markdown, GitHub Profile, llms.txt |
Organization landing page, shared community files, profile assets, workflow templates, and machine-readable llms.txt context |
| Project | Default branch | Latest public push | Public role |
|---|---|---|---|
| FinancialProof | master |
2026-07-25 | Active product repository |
.github |
main |
2026-08-06 | Active organization profile and public index |
FinancialProof is the organization's current featured assistant and public product surface. The best external search framing is precise and risk-aware: local-first finance analysis, Streamlit stock-analysis dashboards, historical technical indicators, yfinance data access, SQLite-backed watchlists, offline/PWA exports, and no-financial-advice boundaries.
This boundary currently documents FinancialProof, the organization's first public assistant. Future assistants will document their own domain-appropriate boundaries as they are released.
Important
assistassets-ai repositories are software and research tools. They are not financial advisers, not trading systems, not tax or legal advisers, and not a substitute for professional review. Outputs should be treated as exploratory historical analysis, workflow support, or documentation aids, not as forecasts, guarantees, or instructions to buy, sell, hold, allocate assets, or make legal, tax, or accounting decisions.
- Local first: user data, generated artifacts, and assistant state stay on the user's machine unless an external data source is explicitly configured.
- Domain-appropriate boundary clarity: each assistant documents its own boundary; FinancialProof, for example, avoids investment, tax, legal, or guaranteed-outcome claims in its READMEs and UI text.
- Inspectable workflows: calculations, assumptions, exports, and local state are documented for human and LLM-assisted review.
- Practical tooling: assistants support repeated real workflows, including data import, comparison, review, export, and handoff.
- Privacy-conscious defaults: tools minimize unnecessary uploads, account requirements, and hidden remote processing.
For crawlers and LLM tools, see llms.txt. It lists canonical repositories, public project roles, risk boundaries, and preferred search phrases for the assistassets-ai organization.
- assistassets-ai local-first software assistants
- local-first assistant family
- assistassets-ai FinancialProof
- local-first financial analysis
- local-first Streamlit stock analysis
- Streamlit market analysis workspace
- historical market pattern exploration
- historical technical indicators yfinance SQLite watchlist
- FinancialProof workspace export PWA companion
- finance evidence review workflow
- no trading advice software
- no financial advice Streamlit dashboard
- FinancialProof market evidence review
- SQLite-backed finance analysis workspace
assistassets-ai is the local-first assistant branch of the broader local-first software and research ecosystem:
| Organization | Focus Area |
|---|---|
| open-bricks | Dachorganisation / Umbrella org for local-first desktop software & tools |
| file-bricks | PySide6 desktop file management, sync, and indexing utilities |
| doc-bricks | Document processing, markdown tools, and reader utilities |
| dev-bricks | Developer tools, test environments, and CLI utilities |
| ellmos-ai | AI infrastructure, MCP servers, agent frameworks, and orchestration |
| research-line | Scientific research, mathematical proofs, and open-science repositories |
| biotec-line | Bioinformatics, VCF handling, and genetic data tools |
| entertain-and-more | Terminal games, audio tools, and entertainment software |
| lukisch | Personal GitHub developer profile |