agentic-context-engine: Make your agents learn from experience. Now available as a hosted solution at kayba.ai

by kayba-ai · Agent Tool · ★ 2.6k

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Security audit verdict: SAFE · quality 66/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-learningagent-memoryagentsaiai-agentsai-toolscontext-engineeringllmmachine-learningmemory

Quick Facts

Stars2,579
Forks310
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score66/100
Open Issues8
Last Updated2026-09-23
Created2025-10-15
Platformspython
Est. Tokens~16k

About agentic-context-engine

Agentic Context Engine (ACE) [![Kayba...

Compatible Skills

These tools work well together with agentic-context-engine for enhanced workflows:

  • mcp-memory-service — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • MemOS — semantic(0.25)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • agent-builder — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (57%)

agentic-context-engine alternative? Top 6 similar tools

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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