Colby McHenry
7ddd3fa7eb
Reproducible suite measuring the managed CodeGraph AI offload and the front-load UserPromptSubmit hook (approach 1) vs raw codegraph and no-codegraph, across repo sizes, on time / main-session tokens+cost / CodeGraph-AI tokens+cost / accuracy. All agent arms run claude -p sonnet --effort high; eval-only, nothing shipped. - offload-eval-setup.sh: clone + index 4 memory-probe-verified "not-trained-on" repos (mtkruto/postybirb/shapeshift/trezor — small→large) so the no-codegraph baseline is honest. - offload-eval-3arm.sh / -frontload.sh: one repo, the arms (offload/raw/nocg, frontload). - offload-eval-matrix.sh / -frontload-matrix.sh: drive all 4 tiers. - offload-eval-hook.mjs: the front-load hook (self-locates its engine; CG_FRONTLOAD_DEBUG to log). - offload-eval-metrics.mjs / -judge.mjs (Sonnet) / -summarize.mjs: extract, score, aggregate. - offload-eval-ground-truth.json: source-verified canonical flows (the judge's reference). - offload-eval.md: usage + the 2026-06 findings (raw = the win; offload least-accurate; front-load solves adoption but exposes explore's dynamic-dispatch gaps). Scripts are path-portable (self-locating $HERE/$ENGINE; AGENT_EVAL_OUT scratch dir). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
26 lines
1.6 KiB
Bash
Executable File
26 lines
1.6 KiB
Bash
Executable File
#!/usr/bin/env bash
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# Run the FRONTLOAD arm across all 4 tiers (n reps), then judge + merge with the existing
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# matrix (offload/raw/nocg in $OUT/judged.jsonl, if present) + emit a combined summary.
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# Env: REPS (default 3) AGENT_EVAL_OUT=<scratch dir>
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set -uo pipefail
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HERE="$(cd "$(dirname "$0")" && pwd)"
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OUT="${AGENT_EVAL_OUT:-/tmp/cg-offload-eval}"
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GT="$HERE/offload-eval-ground-truth.json"
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REPS="${REPS:-3}"
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export RESULTS="$OUT/results-fl.jsonl"
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: > "$RESULTS"; rm -f "$OUT/runs/hook-debug.log"
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for repo in mtkruto postybirb shapeshift trezor; do
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case "$repo" in mtkruto) tier=small;; postybirb) tier=medium;; shapeshift) tier=complex;; trezor) tier=large;; esac
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Q=$(node -e "console.log(JSON.parse(require('fs').readFileSync(process.argv[1],'utf8'))[process.argv[2]].question)" "$GT" "$repo")
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echo ""; echo "### $repo ($tier) $(date +%H:%M:%S)"
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bash "$HERE/offload-eval-frontload.sh" "$OUT/repos/$repo" "$tier" "$REPS" "$Q"
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done
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echo ""
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echo "frontload: $(wc -l < "$RESULTS") runs | hook injections: $(grep -c INJECTED "$OUT/runs/hook-debug.log" 2>/dev/null) | errors: $(grep -c ERROR "$OUT/runs/hook-debug.log" 2>/dev/null)"
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echo "=== JUDGE frontload ==="
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node "$HERE/offload-eval-judge.mjs" --results "$RESULTS" --truth "$GT" --out "$OUT/judged-fl.jsonl" --concurrency 4 2>&1 | tail -4
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if [ -f "$OUT/judged.jsonl" ]; then cat "$OUT/judged.jsonl" "$OUT/judged-fl.jsonl" > "$OUT/judged-all.jsonl"; else cp "$OUT/judged-fl.jsonl" "$OUT/judged-all.jsonl"; fi
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echo "=== COMBINED SUMMARY ==="
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node "$HERE/offload-eval-summarize.mjs" "$OUT/judged-all.jsonl"
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echo "###### FRONTLOAD MATRIX DONE"
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