emeraldleaf

emeraldleaf/okl

Org Knowledge Layer: typed, verifiable engineering lessons injected into AI coding agents before work — memories treated like tests, not notes. Fail-closed briefings, drift-gated verification, A/B receipts in-repo.

6 good first / help-wanted issues · Python · last activity Sep 24, 2026

agent-memory ai-agents ai-coding claude-code developer-tools llm-evaluation mcp python
6 Open Issues Need Help Last updated: Sep 24, 2026

Open Issues Need Help

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emeraldleaf/okl
0

Org Knowledge Layer: typed, verifiable engineering lessons injected into AI coding agents before work — memories treated like tests, not notes. Fail-closed briefings, drift-gated verification, A/B receipts in-repo.

Python
#agent-memory#ai-agents#ai-coding#claude-code#developer-tools#llm-evaluation#mcp#python
enhancement help wanted loop-review
emeraldleaf/okl
0

Org Knowledge Layer: typed, verifiable engineering lessons injected into AI coding agents before work — memories treated like tests, not notes. Fail-closed briefings, drift-gated verification, A/B receipts in-repo.

Python
#agent-memory#ai-agents#ai-coding#claude-code#developer-tools#llm-evaluation#mcp#python
emeraldleaf/okl
0

Org Knowledge Layer: typed, verifiable engineering lessons injected into AI coding agents before work — memories treated like tests, not notes. Fail-closed briefings, drift-gated verification, A/B receipts in-repo.

Python
#agent-memory#ai-agents#ai-coding#claude-code#developer-tools#llm-evaluation#mcp#python
emeraldleaf/okl
0

Org Knowledge Layer: typed, verifiable engineering lessons injected into AI coding agents before work — memories treated like tests, not notes. Fail-closed briefings, drift-gated verification, A/B receipts in-repo.

Python
#agent-memory#ai-agents#ai-coding#claude-code#developer-tools#llm-evaluation#mcp#python
emeraldleaf/okl
0

Org Knowledge Layer: typed, verifiable engineering lessons injected into AI coding agents before work — memories treated like tests, not notes. Fail-closed briefings, drift-gated verification, A/B receipts in-repo.

Python
#agent-memory#ai-agents#ai-coding#claude-code#developer-tools#llm-evaluation#mcp#python
enhancement good first issue
emeraldleaf/okl
0

Org Knowledge Layer: typed, verifiable engineering lessons injected into AI coding agents before work — memories treated like tests, not notes. Fail-closed briefings, drift-gated verification, A/B receipts in-repo.

Python
#agent-memory#ai-agents#ai-coding#claude-code#developer-tools#llm-evaluation#mcp#python