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Honesty fixes — no hard-coded counts, dynamic sample CSV

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- generateSampleRosterCSV(): 120-180 randomized rows per call, timestamp-prefixed IDs (no dedup on re-upload, no static 25 row lie)
- /system/summary: truth via SQL COUNT(*), surfaces manifest_drift (caught candidates: manifest 100K, actual 1K)
- search.html: loadSystemSummary() hydrates live counts; removed hard-coded 500K strings
- MCP tool description: "candidates (100K)" → "candidates (1K)", added "workers_500k (500K)"
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2026-04-20 19:07:47 -05:00
parent af3856b103
commit 0ff091c173
3 changed files with 212 additions and 7 deletions
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mcp-server/console.html
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@@ -134,7 +134,7 @@ details .body{padding-top:10px;font-size:12px;color:#8b949e}
<div class="chapter">
<div class="num">Chapter 4</div>
<h2>Watch the system rank candidates in real time</h2>
<div class="lede">This takes the most recent Chicago permit, derives the staffing need, pulls ranked candidates from the 500K bench, and shows you why each one ranked. Everything below loaded in about 3 seconds against the live system.</div>
<div class="lede">This takes the most recent Chicago permit, derives the staffing need, pulls ranked candidates from the bench, and shows you why each one ranked. Everything below loaded in about 3 seconds against the live system.</div>
<div id="ch4-demo"><div class="loading">Running demo query…</div></div>
</div>