Assistant Gym Local Toolkit - Beta
1. Unzip the folder.
2. Open START-HERE.html in Chrome, Edge or Firefox. No server, account, key, install or internet required.
3. Use samples first, inspect limits, then your own local numbers/JSON.
Bill Check accepts guided line-item entries or CSV. Photo/PDF import is excluded because extraction is not reliable enough.
No messages, payments, bookings, model calls or telemetry. Reports are local JSON downloads. Beta review only, not certification or proof of safety/learning.
Version 0.2.31, October 4 2026. Copyright Placid Lake LLC 2026.

Reply Compare: open one saved JSON object per side, inspect the loaded filename, then compare. JSONL batches are rejected by file loading, not silently reduced to one object. Paste replies with surrounding prose. File data stays in the browser; downloaded comparison includes both supplied objects.

Reopen saved reply-compare.json v2 reports in Reply Compare. The workspace restores both objects and recalculates differences; it does not trust saved result fields or retain data after closing. Reports include both inputs. Inspect before sharing.

Paired-run review: import a plain paired-review-input-v1 object with 1-100 cases, supplied expected fields and before/after replies. Optional conversation/bill inputs run existing checks. Export contains both raw replies, supplied expectations/metadata and results. Descriptive local replay only, not authenticated platform use or measured improvement.

Bill/conversation-only review cases omit expected/before/after and get no paired score. The headline excludes them from pass/fail counts and names their count.

Windows and a real desktop MCP host remain untested.
