Add agent_chat tool for agentic workflows with tool-calling#2

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lambertmt wants to merge 8 commits intoopenconstruct:mainfrom

lambertmt:feature/agent-tool-calling

Commits on Jan 12, 2026

Add agent_chat tool for agentic workflows with tool-calling

Michael Lambert
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claude
committed

Commits on Jan 13, 2026

Fix agent_chat tool call parsing for nested JSON

Michael Lambert
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claude
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Fix JSON parsing and add DEBUG_MCP logging

Michael Lambert
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claude
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Add autonomous agent with internal tool execution

Michael Lambert
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claude
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Update README with actual test results and autonomous agent docs

Michael Lambert
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claude
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Update token savings with accurate math and reasoning

Michael Lambert
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claude
committed

Commits on Jan 14, 2026

Update stats with apples-to-apples token comparison

Michael Lambert
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claude
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Add prior art acknowledgment and honest positioning

Michael Lambert
and
claude
committed