terrene-foundation

Claude Code architecture — artifact design, context, agentic patterns. For CC audit/build.

Kailash Core SDK — workflows, 110+ nodes, runtime, async, cycles, MCP, OpenTelemetry. Use for WorkflowBuilder + connections + runtime patterns.

Kailash DataFlow — MANDATORY for DB/CRUD/bulk/migrations/multi-tenancy. Raw SQL/ORMs BLOCKED.

Kailash Nexus — MANDATORY for HTTP/API/CLI/MCP unified deployment. Direct FastAPI/Flask BLOCKED.

Kailash Kaizen (Python) — MANDATORY for AI agents/RAG/signatures. Custom LLM agents BLOCKED.

Kailash MCP — server/client/tools/resources/auth/transports for AI agent integration.

Kailash cheatsheets — patterns, nodes, workflows, cycles, perf, security, saga.

Kailash validation — parameter, DataFlow, connection, workflow, security, marker scrubbing.

Claude Code architecture — artifact design, context, agentic patterns. For CC audit/build.

Conformance Walk — freeze-then-judge on the source→delivered→live axis: one cw_core + Source/Delivered/Live adapter families, coverage vs pass-rate, discrete verdicts. Use for any testable surface.

Kailash security (Python) — validation, secrets, injection, authn/z. Hardcoded secrets BLOCKED.

/onboard procedure: read roster + team-memory + posture + claims + codify lease + rules-changed for a new operator joining a multi-operator COC repo.

/certify procedure: brief → probe → gate at 100%; loops failed questions until pass. NO Claude-assistance during gate phase. Curated bank, not LLM-generated.

/ecosystem-init procedure — write the D6 ecosystem-config, run the disclosure scan before write, establish genesis via runEnrollmentCeremony, scaffold non-Kailash STACK.md.

/enroll procedure — register an operator into an existing ecosystem via /whoami --register (roster, PR-gated) + seed per-operator gitignored local-links, then hand off to /onboard.

Issue-triage upflow depth: the four repo classes, Route-A issue vs Step-7c upflow, the origination taxonomy, and the durable-proposal lifecycle. Use when triaging a GitHub issue.

Kailash Rust security — input validation, secrets, injection prevention. Hardcoded secrets BLOCKED.

Fork canon-incorporation runbook — rebase onto a canon kailash-rs base, re-apply the fork delta (merge-not-replace), SHA-anchored, gated + redteamed, human-gated cutover. Fork-active / canon-noop.

Kailash Rust validation — parameter, DataFlow, connection, workflow, security. Use for code review.

Project Skills (rs variant): cross-cutting patterns spanning Rust crates and PyO3/Magnus/napi-rs bindings. See enterprise-infra-bindings.md, l3-binding-parity.md, and ffi-handle-lifecycle.md.

Kailash DataFlow (Rust) — MANDATORY for DB/CRUD/bulk/migrations via sqlx + ModelDefinition. Raw SQL BLOCKED.

Kailash Nexus (Rust) — MANDATORY for API+CLI+MCP unified deployment. Direct axum/tonic BLOCKED.

PyO3 Python bindings for Kailash Rust — maturin, .pyi stubs, Value mapping, register_callback.

Kailash RS alignment reference — 20-crate workspace layout, ML crate patterns, PyO3 bindings, transport parity, cross-SDK feature table for Rust SDK contributors.

Kailash Rust security — input validation, secrets, injection prevention. Hardcoded secrets BLOCKED.

Kailash Rust security — input validation, secrets, injection prevention. Hardcoded secrets BLOCKED.

Claude Code architecture — artifact design, context, agentic patterns. For CC audit/build.

Kailash Rust validation — parameter, DataFlow, connection, workflow, security. Use for code review.

Kailash Nexus (Rust) — MANDATORY for API+CLI+MCP unified deployment. Direct axum/tonic BLOCKED.

Project Skills (rs variant): cross-cutting patterns spanning Rust crates and PyO3/Magnus/napi-rs bindings. See enterprise-infra-bindings.md, l3-binding-parity.md, and ffi-handle-lifecycle.md.

Kailash Kaizen (Rust) — MANDATORY for AI agents/signatures/RAG via kailash-kaizen crate. Custom LLM agents BLOCKED.

Kailash Kaizen (Rust) — MANDATORY for AI agents/signatures/RAG via kailash-kaizen crate. Custom LLM agents BLOCKED.

Kailash DataFlow - zero-config data operations framework with automatic model-to-node generation and Data Fabric Engine. Use when asking about 'database operations', 'DataFlow', 'database models', 'CRUD operations', 'bulk operations', 'database queries', 'database migrations', 'multi-tenancy', 'multi-instance', 'database transactions', 'PostgreSQL', 'MySQL', 'SQLite', 'MongoDB', 'pgvector', 'vector search', 'document database', 'RAG', 'semantic search', 'existing database', 'database performance', 'database deployment', 'database testing', 'TDD with databases', 'external data sources', 'data products', 'db.source', 'db.product', 'db.start', 'fabric engine', 'source adapters', 'REST source', 'webhooks', or 'data fabric'. DataFlow is NOT an ORM - it generates 11 workflow nodes per SQL model, 8 nodes for MongoDB, and 3 nodes for vector operations.

Kailash Nexus - zero-config multi-channel platform for deploying workflows as API + CLI + MCP simultaneously. Use when asking about 'Nexus', 'multi-channel', 'platform deployment', 'API deployment', 'CLI deployment', 'MCP deployment', 'unified sessions', 'workflow deployment', 'production deployment', 'API gateway', 'session management', 'health monitoring', 'enterprise platform', 'plugins', 'event system', or 'workflow registration'. Also covers K8s integration: 'K8s probes', 'healthz', 'readyz', 'startup probe', 'ProbeManager', 'ProbeState', 'OpenAPI', 'openapi.json', 'OpenApiGenerator', 'security headers', 'CSRF middleware', 'CSRFMiddleware', 'SecurityHeadersMiddleware', 'middleware presets', 'Preset', or 'HSTS'.

Kailash Kaizen - production-ready AI agent framework with signature-based programming, multi-agent coordination, and enterprise features. Use when asking about 'AI agents', 'agent framework', 'BaseAgent', 'multi-agent systems', 'agent coordination', 'signatures', 'agent signatures', 'RAG agents', 'vision agents', 'audio agents', 'multimodal agents', 'agent prompts', 'prompt optimization', 'chain of thought', 'ReAct pattern', 'Planning agent', 'PEV agent', 'Tree-of-Thoughts', 'pipeline patterns', 'supervisor-worker', 'router pattern', 'ensemble pattern', 'blackboard pattern', 'parallel execution', 'agent-to-agent communication', 'A2A protocol', 'streaming agents', 'agent testing', 'agent memory', 'agentic workflows', 'AgentRegistry', 'OrchestrationRuntime', 'distributed agents', 'agent registry', '100+ agents', 'capability discovery', 'fault tolerance', 'health monitoring', 'trust protocol', 'EATP', 'TrustedAgent', 'trust chains', 'secure messaging', 'enterprise trust', 'credential rotation', 'trust verificati

Kailash cheatsheets: patterns, nodes, workflows, cycles, performance, security, multi-tenancy, saga, custom nodes.

Kailash dev guides: custom nodes, MCP, async, testing, deployment, RAG, security, monitoring, SDK internals.

Workflow templates: finance, healthcare, logistics, manufacturing, retail, ETL, RAG, document processing, API.

SDK release and Git workflow guides for the Kailash Python SDK including PyPI publishing, CI/CD pipelines, documentation deployment, and Git workflows. Use when asking about 'deployment', 'release', 'PyPI publish', 'CI/CD', 'GitHub Actions', 'documentation deployment', 'TestPyPI', 'wheel building', 'version bump', 'changelog', 'Git workflow', 'Git branching', 'package release', or 'multi-package coordination'.

Kailash testing: 3-tier, Tier 2/3 real infra (NO mocking per rules/testing.md), regression, coverage.

Claude Code architecture — artifact design, context, agentic patterns. For CC audit/build.

Kailash Ruby SDK — gem setup, workflows, nodes, runtime, Magnus FFI bindings.

Kailash DataFlow (Ruby/Magnus) — MANDATORY for DB/CRUD/bulk/migrations. Raw SQL/ORMs BLOCKED.

Kailash Nexus (Ruby) — MANDATORY for API+CLI+MCP. Direct Rack/Sinatra BLOCKED.

Kailash Kaizen (Ruby) — MANDATORY for AI agents/RAG/signatures. Raw LLM clients BLOCKED.

Kailash MCP (Ruby) — server, client, tools, resources, auth, transports. For AI agent integration.

Kailash deployment + Git — PyPI publish, CI/CD, wheels, version bumps, multi-package.

Kailash testing — 3-tier, Tier 2/3 real infra (NO mocking), regression, coverage.

Claude Code architecture — artifact design, context, agentic patterns. For CC audit/build.

Path-scoped project rules index for Codex/Gemini (no path-glob loader): find which rule governs the file you are editing, then read the cited .claude/rules/<name>.md.

Conformance Walk — freeze-then-judge verification: coverage vs pass-rate, discrete verdicts, the adapter-registry interface, the 5 surface adapters (BE/FE/API/CLI/MCP). Use for any testable surface.