090416f05e
Move subsystem mechanics (migrations, thesis gate, redaction, ingest, email, packaging) out of AGENTS.md into docs/guides/<topic>.md, each scoped by paths: frontmatter and symlinked from .claude/rules/ so Claude Code lazy-loads them. AGENTS.md keeps whole-repo facts and universal guardrails plus a one-line index per guide. Fix the inaccurate ".claude/ is gitignored" note — it is tracked.
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Redaction & the Claude privacy boundary
Read this before editing anything that sends data to a Claude model — the redaction layer or any MCP agent/tool path.
The boundary
backend/redaction/(scrub.py+client.py) is the scrub → Claude → re-hydrate boundary:Boundary,SCRUB_BACKEND=local|gateway, fail-closed.SCRUB_BACKEND=gatewayroutes scrubbing through Spark Control (caller-supplied dict). Local backend scrubs in-process. If scrubbing can't run, the call fails closed — it does not pass raw text through.
Hard rules
- Keep real LP data out of Claude. Develop only on code/schema/synthetic-or-locally-redacted data. Route any real record substance through
backend/redactionbefore it reaches a Claude model. - Never bulk-export the LP list to any third party. Send only minimal, non-sensitive context to Claude.
- Never call a Spark directly — go through Spark Control (
SPARK_CONTROL_URL).
When adding a new Claude/MCP call
Trace the data path: any field carrying LP substance must cross Boundary first. A new MCP tool that reads CRM rows and hands them to a model without scrubbing is a leak — add it to the redaction path and extend the leak tests in backend/redaction/test_*.py.
See also docs/redaction-rehydration.md and docs/spark-control-scrub-endpoints.md.