像管理代码一样管理 AI 编程上下文：检测契约漂移，维护生成上下文完整性，沉淀模块胶囊、决策记忆与 CI 门禁。
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May 22, 2026 - Python
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context-governance
Here are 15 public repositories matching this topic...
Practitioner toolkit — templates, worked examples, and step-by-step guides for adopting LC-OS in your AI workflows.
templates longitudinal-studies ai-research field-manual applied-research ai-governance human-ai-collaboration ai-operating-system context-engineering ai-adoption ai-systems-design long-horizon-ai ai-alignment-practice collaboration-systems context-governance drift-prevention replication-kit
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Jul 13, 2026 - JavaScript
Lightweight workspace governance audits for AI-assisted engineering: context drift, recovery risk, and governance debt.
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Jul 15, 2026
Trust-domain aware context compiler and agent-facing frontend for CIC agent context (cic-mcp-* family)
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Jun 26, 2026 - Python
Cross-session memory, weighting and factory/PR/artifact linkage layer for CIC agent context (cic-mcp-* family)
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Jun 26, 2026 - Python
Answer only when warranted; inject only what is fit to govern. MMV answer-entitlement + RCGov context governance as a model-independent layer + OpenAI-compatible proxy. AGPL-3.0; patent pending.
governance mobius rag guardrails local-first llm prompt-injection openai-compatible context-governance answer-entitlement
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Jul 14, 2026 - Python
MCP capability production & maintenance factory — issue to capability lifecycle for the cic-mcp-* family
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Jun 26, 2026 - PLpgSQL
Session-scope event store, timeline, chunk retrieval and provenance for CIC agent context (cic-mcp-* family)
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Jun 26, 2026 - Python
VCaaS™ is a context governance framework for AI agents, workflows, and coding tools with ownership, guardrails, drift detection, and context dependency mapping.
cursor knowledge-management ai-agents ai-governance vcaas agentic-ai vibecoding claude-code agent-governance context-engineering knowledge-governance ai-operations context-governance ai-drift context-decay ai-agent-governance ai-change-management context-fragmentation ai-audit-trails
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Jun 16, 2026 - Shell
Mobius Reflective Context Governor — local-first semantic hygiene and context governance for LLM systems. Govern what a model is allowed to read before it answers.
agpl mobius rag local-first llm prompt-injection context-governance semantic-filtration semantic-hygiene
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Jul 7, 2026 - Python
Micro ECF is the open local policy and context harness for coding agents: dependency-free CLI plus MCP server, durable ECF.md, source maps, budgets, approvals, and Agent OS exports. No cloud or wallet.
cli mcp npm-package cursor codex ai-agents ecf policy-as-code local-first llms-txt claude-code coding-agent context-engineering agent-harness context-governance micro-ecf triptych-os
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Jul 18, 2026 - JavaScript
Cross-agent memory governance — gate what an AI agent's persistent memory may assert before the agent relies on it. RCGov's axiom (InjectContext => ContextReady) transplanted onto the memory layer of Claude Code / Codex.
python multi-agent memory-management codex ai-agents drift-detection local-first agent-memory claude-code llm-tooling context-governance session-hooks
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Jul 7, 2026 - Python
Internal trust-domain knowledge layer — versioned canonical KB for CIC agent context (cic-mcp-* family)
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Jul 17, 2026 - Python
Local-first token governance layer for coding agents and Claude Code.
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Jul 15, 2026 - Python
Open-source self-hosted context-governance runtime for coding agents: local MCP plus CLI, cited context maps, retrieval and eval artifacts, policy boundaries, and optional Triptych OS (Agent OS) preview exports. No hosted runtime or wallet authority.
cli open-source ai mcp self-hosted cursor agents governance ai-agents ecf rag policy-as-code local-first model-context-protocol claude-code coding-agent context-engineering agent-os context-governance triptych-os
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Jul 18, 2026 - JavaScript
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