🪢 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-first agent runtime with execution pooling, chain composition, and pluggable orchestration
Contract-driven AI routing for FastAPI - every request declares its latency, cost, and reliability floor, and QuotaDrift enforces it.
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
Home Assistant as a governed system
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。
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 for multi-agent AI systems
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
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.
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.
To associate your repository with the contract-driven topic, visit your repo's landing page and select "manage topics."