seeing

npx skills add majiayu000/claude-skill-registry --skill seeing --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

# /see — Refresh Score Snapshots Golden path command that identifies stale canvases and refreshes their score API snapshots. Surfaces canvases missing MER (Most Engaged Response) data. --- ## Chain 1. **Preflight**: `gp_check_score_api` 2. **Stale detection**: identify canvases with `score_snapshot.captured_at` older than `stale_snapshot_hours` 3. **Refresh**: for each stale canvas, pull fresh score API snapshot, update canvas frontmatter 4. **MER check**: identify canvases missing MER sections → suggest MER capture 5. **Status + suggest next** --- ## Execution ```bash source 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"

source 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"
fi
Step 2: Find stale canvases
for canvas in $(gp_list_canvases); do
done
if [[ "$refreshed_count" -gt 0 ]]; then