feat(campaign): protected-cast applier, recipe markers, KLD gate runner
apply-protected-cast.sh splices derive-protected-experts.py output into the recipe's PROTECTED-BEGIN/END section (refuses to re-derive, trashes the pre-edit recipe). kld-gate-swift15.sh boots the candidate on the serving pin in --kld-ref mode (pool fully resident, no disk tier) and enforces mean KL<=0.03 / top-1>=95% from the JSON report.
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#!/usr/bin/env bash
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# apply-protected-cast.sh — RUNS ON DANKSERVER. Rewrite the recipe's
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# PROTECTED-BEGIN/END section from Swift's OWN calibration grams: run
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# derive-protected-experts.py over the calib dir, splice its cast lines into
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# the marked section of the recipe in place, keep the pre-edit recipe in the
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# campaign trash. Refuses to run twice (marker text says derived).
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set -euo pipefail
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CALIB=${1:-/home/dank/corpora/calib}
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RECIPE=${2:-/home/dank/serverAppConfigs-swift15/scripts/recipes/qwen4exp-swift15-w4dn8-i8-hc8m.recipe}
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PY=/home/dank/venvs/radcorpus/bin/python
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DERIVE=/home/dank/serverAppConfigs-swift15/scripts/derive-protected-experts.py
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TS=$(date +%Y%m%d-%H%M%S)
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grep -q "derive-protected-experts.py rewrote" "$RECIPE" && {
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echo "recipe already carries derived cast lines; refusing to re-derive" >&2; exit 1; }
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grep -q "PROTECTED-BEGIN" "$RECIPE" || { echo "no PROTECTED markers in $RECIPE" >&2; exit 1; }
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"$PY" "$DERIVE" "$CALIB" > "/tmp/protected-cast-$TS.txt"
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N=$(grep -c 'cast dtype=bf16' "/tmp/protected-cast-$TS.txt")
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[ "$N" -ge 2 ] || { echo "derive produced $N cast lines; refusing" >&2; exit 1; }
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echo "derived $N protected experts -> /tmp/protected-cast-$TS.txt"
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cp -f "$RECIPE" "/home/dank/.AGENTTRASH/$TS-qwen4exp-swift15-w4dn8-i8-hc8m.recipe"
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"$PY" - "$RECIPE" "/tmp/protected-cast-$TS.txt" <<'PYEOF'
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import sys
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recipe, castfile = sys.argv[1], sys.argv[2]
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lines = open(recipe).read().splitlines()
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cast = [l for l in open(castfile).read().splitlines() if 'cast dtype=bf16' in l]
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out, insec = [], False
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for l in lines:
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if 'PROTECTED-BEGIN' in l:
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insec = True
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out.append(l)
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out.extend(cast)
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elif 'PROTECTED-END' in l:
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insec = False
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out.append(l)
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out.append('# (derive-protected-experts.py rewrote this section from Swift\'s own grams)')
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elif not insec:
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out.append(l)
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open(recipe, 'w').write('\n'.join(out) + '\n')
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print(f'spliced {len(cast)} cast lines into {recipe}')
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PYEOF
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