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seeing
Golden path /see — refresh stale score snapshots and identify canvases needing MER capture.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
메뉴
Golden path /see — refresh stale score snapshots and identify canvases needing MER capture.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Capture point-in-time MER (MiDi Experience Record) for a wallet — data state, visual screenshot, perception context, and decision metadata.
Compare user expectations (UTCs) with code reality to identify gaps. Use when you need to understand discrepancies between what users expect and what code actually does.
Batch scan canvases for GAP sections, deduplicate, route to correct repos, draft issue bodies, and file confirmed issues.
Parallel multi-user processing using Claude Code native teams. Leader spawns workers per user, each runs /ingest-dm, leader aggregates for cross-canvas patterns.
Validate gap hypotheses by manually simulating features for individual users and measuring commitment, not satisfaction.
Automated end-to-end feedback pipeline that pulls new Supabase entries, enriches, classifies, routes to canvases, and generates a synthesis report.
| name | seeing |
| description | Golden path /see — refresh stale score snapshots and identify canvases needing MER capture. |
| user-invocable | true |
| allowed-tools | Read, Write, Glob, Grep, Edit, Bash, Skill |
Golden path command that identifies stale canvases and refreshes their score API snapshots. Surfaces canvases missing MER (Most Engaged Response) data.
gp_check_score_apiscore_snapshot.captured_at older than stale_snapshot_hourssource scripts/observer/golden-path-lib.sh
gp_status_header "see"
# Step 1: Score API preflight
if ! gp_check_score_api; then
gp_status_fail "score-api" "unreachable — showing staleness ages without refreshing"
# Degrade: just show how stale each canvas is
fi
# Step 2: Find stale canvases
stale_count=0
refreshed_count=0
for canvas in $(gp_list_canvases); do
# Extract captured_at from frontmatter
# Compare against current time - stale_snapshot_hours
# If stale: refresh via score-api-query.sh, update frontmatter
done
if [[ "$refreshed_count" -gt 0 ]]; then
gp_status_ok "refresh" "${refreshed_count} canvases refreshed"
else
gp_status_skip "refresh" "all snapshots current"
fi
# Step 3: MER check
missing_mer=0
for canvas in $(gp_list_canvases); do
# Check if canvas has MER section
done
if [[ "$missing_mer" -gt 0 ]]; then
gp_status_ok "mer-check" "${missing_mer} canvases need MER capture"
else
gp_status_skip "mer-check" "all canvases have MERs"
fi
gp_progression_summary
gp_suggest_next "see"
gp_status_footer
| Truename | Purpose |
|---|---|
score-api-query.sh | Fetch fresh score snapshots |
/observe | Update canvas frontmatter |