hypothesis

PoR（共鳴点）を起点とした生成AIの未来選択構造、および無意識的重力仮説（UGHer）に基づく照合体の理論・実装記録。問い・空間・時間の構造を数式とコードで表現しています。

CI-native differential authorization regression testing for Python—replay exact permission cases, enforce invariants, and catch DENY→ALLOW changes.

Test-driven Python CLI for auditable multi-file sales CSV aggregation and reporting.

the idea kiln — six-stage AI-capability-wedge-driven micro-SaaS hypothesis generator. Bring your own coding CLI (codex/claude/gemini).

AI-powered startup analysis system using CrewAI multi-agent collaboration. Simulates a startup team with specialized Product, Engineering, and Market Research agents to evaluate business ideas.

misc scripts like retrieving notes from kindle

Event-driven backtesting with realistic stop/target exits — showing that exit methodology can matter as much as the signal itself, validated with cross-asset consistency, independence correction, and out-of-sample testing.

Property-based audit of voting ensemble aggregators (structural asymmetry, not demographic bias)

Deep statistical dive into Fibonacci retracement trading — testing every level independently, checking window sensitivity, and finding that the "golden ratio" itself isn't uniquely special: the edge comes from a broader support-rejection mechanism.

Math doesn't hallucinate. Formal verification for AI-generated Python code.

Constraint Theory Lab — git-native PLATO room for hypothesis validation

Locally operated, read-only Gmail integration with least-privilege security bounds and SwarmForge hardening

Sphinx extension for https://web.hypothes.is/

Memory that forgets: a persistent, self-revising belief-state MCP server and Python API for agentic R&D. Uses a hypothesis DAG to auto-prune dead ends and deduce truth without extra probes.

Work-Hunter - это веб приложение, созданное для работодателей и соискателей.

Python sync engine for webhook + REST: dedup by event_id, versioned last-writer-wins, watermark reconciliation. Convergence checked by property-based tests.

an annotation portal demo (eventually) using hypothes.is