contract-driven

🪢 Local-first, agent-agnostic R&D harness — persistent memory, domain SOPs, contract handoffs & quality gates for PM + Engineering | 本地优先、工具无关的 AI 研发治理与交付框架

Contract-driven AI routing for FastAPI - every request declares its latency, cost, and reliability floor, and QuotaDrift enforces it.

Contract-first agent runtime with execution pooling, chain composition, and pluggable orchestration

Home Assistant as a governed system

LCRD-Agent (Goal-Stop-Marker contract) autonomous self-learning experiment traces, complete audit artifacts for Terminal-Bench 2.1 research task. 基于 Goal-Stop-Marker 契约框架的 LCRD-Agent 自治自学习实验轨迹，Terminal-Bench 2.1 完整可复核实验证据。

Contract-driven orchestration protocols for coding-focused AI agents, with phase routing, gated execution, and control-plane interoperability from single-agent runs to swarm workflows. - コーディング特化AIエージェント向けの契約駆動オーケストレーション規格。単体実行からスウォームまで、フェーズルーティング、ゲート制御、control plane連携を扱う。

Full iteration archive of LCRD autonomous agent experiment: Figma-Lite vector editor, complete raw DSH session logs from V1.0 ~ V1.6, 169 test cases zero regression. LCRD 自治 Agent 完整迭代实验，Figma-Lite 轻量矢量编辑器，V1.0~V1.6 全套 DSH 原始会话日志，169 条测试用例零回归

Contract-driven orchestration for multi-agent AI systems

Read-only temporal-integrity validator for SCD Type 2 dimensions. Runs seven DuckDB window-function checks (overlaps, gaps, multiple current rows, and more) and reports each violation's blast radius in keys, fact rows, and dollars.

Say what the picture must contain, check that it does, and refuse when it does not. A typed contract of depictable claims drives both the prompt and the gate that verifies the pixels. pip install prompt-crafter

3-phase contract-first workflow for human + AI agent pair programming. Claude Code native, works with Hermes, Cursor, Aider, OpenHands, Copilot.

A contract-driven, SLURM-native HPC pipeline for deterministic reference genome indexing using BWA and samtools, enforcing explicit execution contracts, fail-fast preflight validation, and reproducible cross-environment execution.