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Get token-cost / step-reduction results from recalled guidelines on a real benchmark (e.g. AppWorld)

Status: Open.

#260 In AgentToolkit/altk-evolve;

· vinodmut opened on May 29, 2026

RFC(memory): transform Evolve to .md-first procedural memory system (moat = trajectory-mined guidelines)

Status: Open.

#257 In AgentToolkit/altk-evolve;

· gaodan-fang opened on May 14, 2026

feat(memory): add dreaming for offline memory extraction and consolidation

Status: Open.

#256 In AgentToolkit/altk-evolve;

· vinodmut opened on May 13, 2026

When entities are saved, I get this issue. This is happening in claude

Status: Open.

Bug

#253 In AgentToolkit/altk-evolve;

· visahak opened on May 11, 2026

refactor: extract shared persistence helper for entity writes

Status: Open.

#241 In AgentToolkit/altk-evolve;

· gaodan-fang opened on Apr 30, 2026

CUGA: Propagate multi-user context (user_id, namespace_id, session_id) to Evolve MCP server

Status: Open.

#237 In AgentToolkit/altk-evolve;

· visahak opened on Apr 29, 2026

feat(viz): update trajectory loaders to discover claude-transcript_*.jsonl files

Status: Open.

#231 In AgentToolkit/altk-evolve;

· coderabbitai opened on Apr 29, 2026

Implement two-step entity recall with a minimal manifest across Codex, Claude, and Bob

enhancementNew feature or requestNew feature or request

Status: Open.

#224 In AgentToolkit/altk-evolve;

· visahak opened on Apr 27, 2026

Support OpenAI Chat Completions tool_calls/role=tool in guideline trajectory parsing

Status: Open.

#223 In AgentToolkit/altk-evolve;

· gaodan-fang opened on Apr 27, 2026

Does cuga Supervisor have Evolve Integration?

Status: Open.

#222 In AgentToolkit/altk-evolve;

· visahak opened on Apr 25, 2026

Cuga Integration Analysis.

Status: Open.

#221 In AgentToolkit/altk-evolve;

· visahak opened on Apr 25, 2026

Kaizen-Lite - Code for different plugins should be unified where practicable

Status: Open.

#219 In AgentToolkit/altk-evolve;

· illeatmyhat opened on Apr 24, 2026