Add import skill stub

2026-06-07 10:45:12 -05:00
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 # import
 ## Trigger
 Use this skill when the user brings back work from a subcontractor agent, says "the other
 tool finished", "here's what ChatGPT found", "I have the CSV", or uploads/shares a file
 containing proposed rules, label changes, or domain analyses.
 ## Purpose
 Parses incoming batch work in any format (MD, CSV, XLSX, Google Sheet, JSON, XML).
 Normalizes the data against the Tracker schema. Sanity-checks the proposed rules.
 Claude acts as the challenging architect — not a passive importer.
 ## Sanity Check Logic
 - **Simple domain-match rules** (from:/to:/cc: domain only): lightweight check — verify
  label exists, no duplicate rule_id, pattern is valid Gmail query syntax
 - **Multi-signal rules** (subject + body keyword + sender): deep check — spot-sample the
  actual mailbox to verify the pattern fires as intended and doesn't over-match
 - Claude should assess each rule's complexity and declare which check applies
 ## Architect Behavior
 - Question assumptions on any rule with medium/low confidence
 - Flag contradictions (same domain assigned to two incompatible labels)
 - Refuse to pass rules with missing required fields downstream
 - Ask for justification on `do_not_automate_yet` overrides before accepting
 ## Skill Stub — Implementation Pending
 Full SKILL.md to be written in build session. Load CW-020_Concept.md for scope and design intent.