agentsmd-lesson-bypass-audit

name	agentsmd-lesson-bypass-audit
description	Measure whether surfaced memory hints were later cited in Codex transcripts. Use for memory hint follow-through and bypass rates. Not for rule-hit governance or memory editing; read-only.

agentsmd-lesson-bypass-audit

Resolve the script root first. Set SKILL_MD to the selected SKILL.md absolute path from the live skills list; never infer it from the process cwd.

SKILL_MD="<selected SKILL.md absolute path from the live skills list>"
CANDIDATE_ROOT="$(cd "$(dirname "$SKILL_MD")/../.." && pwd)"
if [ -f "$CANDIDATE_ROOT/scripts/lesson-bypass-audit.js" ]; then AGENTSMD_ROOT="$CANDIDATE_ROOT"; else AGENTSMD_ROOT="${CODEX_HOME:-$HOME/.codex}/agentsmd"; fi

memory-prompt-hint.sh records a suggest event with the memory files it surfaced. That the hint fired says nothing about whether the agent read the file — §7 "read the suggested memory" is HARD but leaves no direct telemetry. This joins each suggest row to its session transcript and asks: after the hint, did a non-user row name a suggested file?

• applied — a suggested file is named by a non-user transcript row after the hint.
• bypassed — transcript found, no such reference.
• unmeasurable — no transcript for that session (surfaced separately so the % isn't overclaimed).

Run:

node "$AGENTSMD_ROOT/scripts/lesson-bypass-audit.js" --days=30

Report cite-recall = applied / (applied + bypassed) plus the unmeasurable slice. A low recall means the hint is firing but being bypassed — uncited memory decays, so this is the signal that the memory layer needs tuning (better index keywords, fewer/stronger hints). Advisory only. From the repo instead of an install: node scripts/lesson-bypass-audit.js.