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1. ultra-csm ultra-csm Public

   Scale CSM Ops with agents that keep all math deterministic, confine the LLM to non-authoritative slots, and require human approval for customer-facing actions.

   Python

2. sku-resolver sku-resolver Public

   Deterministic SKU-resolution engine for industrial parts: 312-pattern grammar decodes part numbers with no LLM in the resolution path. Returns pending/unresolvable instead of guessing.

   Python

3. 3xit2.demo 3xit2.demo Public

   A zero-dependency trust layer for an unattended coding agent: boundary guards plus a verifier that mechanically decides \done\ (re-runs the suite, checks count vs baseline, greps the diff onto the …

   Shell

4. Trust.Ladder Trust.Ladder Public

   Offline measurement engine for a preregistered study: does forcing an AI coding agent through a real enforcement gate cut its shipped-defect rate? Hash-chained audit trail, stdlib-only.

   Python

5. contact-verifier contact-verifier Public

   Multi-tenant contact-verification service: ingests B2B contacts, verifies email deliverability via syntax + DNS/MX (no paid API), and serves the verified data over REST, an MCP server, and a partit…

   Python

6. bank-mcp bank-mcp Public

   Personal-finance pipeline: SQLite bank transactions to one digest with cash-flow forecast, savings pace, fees, and recurring charges. All money math is deterministic integer-cents Python.

   Python