kailash-coc-claude-rs

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 deployment + Git — Docker, K8s, CI/CD, releases. Manual deploy steps BLOCKED.

Kailash Rust testing — 3-tier with NO MOCKING for Tier 2/3. Mocks against real infra BLOCKED.

PACT governance (Rust) — D/T/R addressing, clearance, envelopes, 5-step access, 4-zone gradient.

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

Kailash enterprise infra: progressive levels, dialect SQL, scheduler (cron/interval), durable execution + checkpointing, task queues, worker registry, idempotency.

Kailash ML (Rust) — MANDATORY for ML training/inference/drift via kailash-ml crate. Raw linfa/burn use BLOCKED.

Kailash Rust cheatsheets — patterns, workflows, cycles, multi-tenancy, sagas, common mistakes.

Magnus Ruby bindings for Kailash Rust — block-based lifecycle, GVL release, gem packaging.

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

EATP SDK — TrustPlane, BudgetTracker, PostureStore. For trust-code implementation.

Kailash Core SDK (Rust) — workspace crate map (value/core/nodes/macros/plugin), 139+ nodes, WorkflowBuilder, AuditLog, EventBus. Use for crate navigation + node patterns.

Kailash Rust gold standards — imports, params, error handling, NO mocking Tier 2/3, security.

Kailash Rust errors — Nexus hangs, connection, runtime, cycles, validation, template syntax.

L3 agent autonomy primitives (Rust) — envelope tracking, context scoping, messaging, agent factory, plan DAG, enforcement pipeline. For governed multi-agent systems.

kaizen-agents crate (Rust) — LLM-driven orchestration: decomposer, designer, composer, monitor, recomposer, delegation. SDK/orchestration boundary, governed by kailash-pact.

GSF CAP features (Rust v3.3) — audit chain, domain event bus, enterprise middleware, data classification, field validation, query telemetry across kailash-core/nexus/dataflow.

Kailash Enterprise (Rust) — RBAC, ABAC, audit trails, multi-tenancy, SSO, policy management.

Governance (Rust) — trust enforcement, verification gradient, delegation, human intervention.

Trust-plane crate — file-backed projects, constraint enforcement, shadow mode, delegation, CLI.

GGUF LLM serving with LoRA hot-swap, batch inference, Nexus HTTP — direct llama.cpp use BLOCKED.