feat: add lda report workflow example

2026-07-01 07:14:25 +07:00
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+# Project Brief
+
+lda.chat is a workflow substrate for AI-agent-facing workspace automation. The
+prototype separates external planning from deterministic workflow execution.
+
+Key achievements:
+
+- Typed Draft, Artifact, Deployment, Run, and Trace lifecycle records.
+- Source-provider boundary for platform, MCP, Python, and experimental OpenAPI
+  sources.
+- JSON-RPC and CLI surfaces usable by external agents and human operators.
+- Deterministic report and browser-click examples with audited agent challenge
+  runs.
+
+Current positioning:
+
+- The system is not a bundled autonomous planner.
+- External agents or humans operate the workflow lifecycle.
+- The next product-facing step is a local Workflow Console and defense demo.