cc-os/docs/memory-system/benchmark/reference-outputs/ai-coding-conventions-synthesis.sonnet.md

--- Graphify extraction fragment ---

note_slug: ai-coding-conventions-synthesis

entities:

• name: Codified Context type: Concept facet: convention/codified-context confidence: INFERRED
• name: Three-Tier Architecture type: Concept facet: convention/three-tier-architecture
• name: Constitution type: Concept facet: convention/constitution
• name: Domain Specialist Agents type: Concept facet: convention/domain-specialist-agents
• name: Knowledge Base type: Concept facet: convention/knowledge-base
• name: CLAUDE.md type: Convention facet: tool/claude-md
• name: AGENTS.md type: Convention facet: tool/agents-md
• name: Cursor type: Tool facet: tool/cursor
• name: Claude type: Tool facet: tool/claude
• name: Copilot type: Tool facet: tool/copilot
• name: MCP type: Tool facet: tool/mcp
• name: arXiv 2602.20478 type: Reference
• name: github.com/arisvas4/codified-context-infrastructure type: Reference
• name: Anthropic Effective Context Engineering type: Reference
• name: PatrickJS/awesome-cursorrules type: Reference
• name: alexop.dev — Stop Bloating Your CLAUDE.md type: Reference
• name: mbleigh.dev — Rules for Rules type: Reference
• name: agents.md type: Reference
• name: progressive-disclosure type: Concept facet: convention/progressive-disclosure
• name: trigger tables type: Concept facet: convention/trigger-tables
• name: feedback loop documentation type: Concept facet: convention/feedback-loop-documentation
• name: hierarchical scoping type: Concept facet: convention/hierarchical-scoping
• name: token efficiency type: Concept facet: convention/token-efficiency
• name: just-in-time retrieval type: Concept facet: convention/just-in-time-retrieval
• name: cursor rules type: Convention facet: tool/cursor-rules
• name: hyperthrive_dev type: Person confidence: AMBIGUOUS

relationships:

• source: Three-Tier Architecture type: documented_in target: arXiv 2602.20478
• source: Three-Tier Architecture type: consists_of target: Constitution
• source: Three-Tier Architecture type: consists_of target: Domain Specialist Agents
• source: Three-Tier Architecture type: consists_of target: Knowledge Base
• source: Constitution type: uses target: trigger tables
• source: Domain Specialist Agents type: invoked_by target: trigger tables
• source: Knowledge Base type: served_via target: MCP
• source: CLAUDE.md type: implements target: Constitution confidence: INFERRED
• source: AGENTS.md type: implements target: Constitution confidence: INFERRED
• source: cursor rules type: implements target: hierarchical scoping
• source: Three-Tier Architecture type: enables target: token efficiency
• source: progressive-disclosure type: supports target: token efficiency
• source: just-in-time retrieval type: supports target: token efficiency
• source: feedback loop documentation type: converts_errors_into target: Constitution confidence: INFERRED
• source: Codified Context type: described_by target: arXiv 2602.20478
• source: Codified Context type: exemplified_by target: github.com/arisvas4/codified-context-infrastructure
• source: Claude type: guided_by target: CLAUDE.md
• source: Cursor type: guided_by target: cursor rules