Releases

Typed secret-materialization primitives (generation policies, rotation policies, backend refs, materialization plans). The lib half of the cofre toolchain.

Atomic secret-file creation: the mode is established at open(2), never chmod'ed afterwards. The one correct way for any pleme-io tool to write a credential to disk.

CSRF protection.

Takumi (匠) — OpenAPI to typed IR resolution pipeline

Read-only HTTP monitoring router for klieo agentic systems.

Durable A2A v1.0 protocol layer atop klieo-bus traits.

Sandboxed Claude Code on Apple container

Probability distributions, columnar posteriors, priors, and inference backends for the Antecedent engine; start with the `antecedent` crate

Metrics, Logging and Tracing

A fast and interactive viewer for CSV, Json and Parquet data.

Incremental causal state, invalidation, and sufficient statistics for online analysis in the Antecedent engine; start with the `antecedent` crate

Operator-cron tool that re-dispatches stale klieo-ops worklog items past their threshold so a healthy supervisor can pick them up after process crashes.

Read-only agent-flow visualizer for klieo: runs, cross-run flow canvas, per-step detail + cost, audit chain, and live updates — embeddable over any EpisodicMemory/RunLogStore.

Web Service that serves a Json Web Key Set

Statistical kernels, regression, and linear-algebra backends for the Antecedent causal inference engine; start with the `antecedent` crate

Basic HTTP Health Check Service

Expose any klieo ToolInvoker or Agent as an MCP server over stdio or HTTP. The inverse of klieo-tools-mcp.

Operational layer above klieo-core: supervisor, governor, gates, escalation, worklog, handoff.

Neo4j-backed KnowledgeGraph impl for klieo-memory-graph. Stable at 1.x per ADR-039.

Anthropic Messages API client implementing klieo-core's LlmClient trait.

SQLite-backed implementations of klieo-core's memory traits.

Episode-to-knowledge-graph projector for klieo. Stable at 1.x per ADR-039.

Encryption and Key utilities.

OAuth 2.0 bearer-token Authenticator for klieo HTTP transports

Powerful data platform API for datasets, queries, and analytics.

Recall-quality metrics — hit_rate, MRR, precision@k, recall@k, NDCG@k — for klieo memory pipelines.

Shared authentication traits and types for klieo HTTP transports

Low-level borrowed views and scalar/optimized numerical kernels for the Antecedent engine; start with the `antecedent` crate

PostgreSQL + pgvector implementation of klieo-core's LongTermMemory.

MCP (Model Context Protocol) adapter for klieo-core's Tool trait.