AgenticX v0.5.0

Published Python package: agenticx==0.5.0

Installation

pip install -U agenticx==0.5.0

PyPI

• https://pypi.org/project/agenticx/0.5.0/

Highlights

• Core / Runtime

  • ToolSearch projects only the tools needed each round (with MCP catalog adapter and adaptive threshold/hysteresis), cutting tool-schema bloat on large MCP setups.
  • Stronger turn reliability: stuck-prevention self-healing, futile-resume circuit breaker, empty-tool-turn fallback, truncated-reply auto-retry, and SSE drop / auto-resume continuation.
  • Human-in-the-loop primitives: blocking request_clarification, generic action confirmation, and a canonical assistant-output protocol with terminal reply finalization.
  • Context efficiency: prompt-cache hit awareness, vision-history budget trimming, smarter autocompact driven by token-window usage, and persisted compaction notices across reload.
  • widget_flow_guard auto-retries text “flow diagrams” into proper widget rendering; reasoning chains persist across session reload.

• Memory

  • Graph search merges into memory_search / recall; chunk composite rerank and access reinforcement improve hit quality.
  • Subject-scoped workspace resolution with group-chat bootstrap; memory_append / memory_search route by subject.
  • Turn-archive recall plus episode governance (retention / natural-language forget) and corrupt Kuzu DB auto-recovery for end users.

• Skills / Learning

  • Skill self-evolution reaches Hermes-parity gates (GEPA + five quality gates) for safer auto skill creation.
  • In-chat blocking confirm for skill_manage proposals; new research skills code-deep-research and code-module-summaries (custom layout + batch subagent workflow).

• MCP

  • MCPServerConfig gains transport / url / headers; MCPClientV2 supports streamable-HTTP remote MCP servers.

• Studio / Server

  • Sub-agent run records + activity timeline with review REST API.
  • video_understand tool (adaptive frame extraction + optional audio transcription).
  • Background bash toolchain for interactive/long-running commands; session completion truth aligned with turn_terminal.

• Hooks

  • New hook_manage agent tool for conversation-driven hook creation, with safety gating for command-type hooks.

Fixes & Improvements

• Core / Runtime

  • Hardened LLM stream watchdog / stop spinning; fixed repeated budget compress, same-turn double-compact, and post-compact context-chain breakage that could silently end tasks.
  • Reasoning-only empty turns no longer strand users; streamed reasoning is preserved across fallbacks; GLM stream finalization and inline tool parse improved.
  • Sub-agent completion reliability: fewer false failed judgments, output-path priority over generic path detection, and retry reuse of the original agent_id.
  • Current date/time grounded on the local clock for Desktop and Enterprise runtimes.

• Memory

  • CJK substring search for workspace memory; sanitize long entries before writing MEMORY.md.
  • Memory-graph stability: empty Qwen ingest handling, episode endpoint NameError, delete deadlocks, and Kuzu DELETE SIGSEGV workarounds via rebuild-style delete.

• Studio / Server

  • Cold-start empty window fixed (SQLite lock contention + supervisor materialization); restored GroupChatRegistry import that could crash agx serve.
  • Session “false idle” while tool chains were still running; background bash job ownership isolation; document/image hydration before model turns.
  • Meta default workspace unified to ~/.agenticx/workspace and scoped per session where needed.

• LLMs

  • Keyless intranet OpenAI-compatible gateways; context-window faults classified with compact notices; LiteLLM noise suppressed; MOMA slash model ids routed via openai/ for LiteLLM gateways; Kimi K3 temperature forced to 1.

• MCP / Skills / Extensions

  • load_mcp_config tolerates per-entry parse failures; default ClawHub market when no registry is configured; third-party skill provenance / source labeling.

• Packaging

  • Desktop packaging path hardened for ChromaDB collect + BailianEmbedding cross-loop session reuse (keeps local knowledge-base installs usable in bundled backends).

Stats

• Commits: 706 commits over 63 days (2026-06-06 → 2026-08-08)

Full Changelog

• v0.4.2...v0.5.0