🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai
Agentic Context Engine is an open-source engine that gives AI agents a persistent learning loop, helping them remember successful strategies and learn from failures across sessions. It is used to improve production agents, and also powers Kayba’s hosted service. Catalogue add-ons support workflows for operating and configuring the engine.
Latest release v0.13.0 · 23 Sept 2026
19 files for Claude Code, Codex and OpenCode: benchmark, checkout-branch, create-branch, create-pr and 15 more — 2,759 tokens loaded in every session.
AGENTS.md A 1,359 tok CLAUDE.md A 1,400 tok .claude/settings.json A — .claude/skills/kayba-pipeline/SKILL.md A 91 tok .claude/skills/kayba-pipeline/stage-1-api-analysis/SKILL.md A 93 tok .claude/skills/kayba-pipeline/stage-2-domain-context/SKILL.md A 64 tok .claude/skills/kayba-pipeline/stage-3-metrics/SKILL.md A 92 tok .claude/skills/kayba-pipeline/stage-4-rubric/SKILL.md A 77 tok .claude/skills/kayba-pipeline/stage-5-action-plan/SKILL.md A 74 tok .claude/skills/kayba-pipeline/stage-6-hitl/SKILL.md A 87 tok .claude/skills/kayba-pipeline/stage-7-fixer/SKILL.md A 61 tok .claude/commands/benchmark.md A — .claude/commands/checkout-branch.md A — .claude/commands/create-branch.md A — .claude/commands/create-pr.md A — .claude/commands/finalize.md A — .claude/commands/list-branches.md A — .claude/commands/release.md A — .claude/commands/remove-branch.md A — These files are kayba-ai/agentic-context-engine's own configuration — they tell Claude Code, Codex and OpenCode how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.