✓ VALIDATED
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█░ ╭─────╮ ╭─────╮ ╭─────╮ ░█
█░ │SLACK │ ══▶│CLAUDE│ ══▶│ DB │ ░█
█░ │ 💬 │ │ 🤖 │ │ 📊 │ ░█
█░ ╰─────╯ ╰─────╯ ╰─────╯ ░█
█░ Human Agent State ░█
█░ intent interprets updates ░█
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8 templates corrected via MCP
Template Recategorization: MCP as Hermeneutic Bridge
Validated experiment: Claude Code with Airtable MCP successfully recategorized 8 templates incorrectly placed in "Public Services" (intended for government entities). Demonstrates tool complementarity, hermeneutic spiral in data curation, and establishes a reusable pattern for .agency service delivery.